{"as_of":"2026-08-14T03:24:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:94063ba9590889ceea7443adec7d1df24f7f603026ed3c3f0721b7749a419815","coverage":[{"denominator":177,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T11:41:18.362610Z","state":"measured"},{"denominator":100,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":100,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-13T06:32:02.005865+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2506.01609/citation-record","integrity":"/paper/2506.01609/integrity","json":"/paper/2506.01609/citation-record.json","paper":"/paper/2506.01609"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:58.924388Z","title":"The road towards 6g: A comprehensive survey,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:58.924388Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:05759efe7a2c235a95b93f2e851f98555adc526cc68c91452034a1129f8b7754","observation_id":"779c0eba-abf1-4ad1-9e3c-cab2ff9025a0","resolution":{"observed_at":"2026-08-07T11:40:58.924388Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:58.993296Z","title":"6g internet of things: A comprehensive survey,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:58.993296Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:a206a171aba273f3156382997d77e38928293949319ce17bf40e62da20c50c6b","observation_id":"47cd4d50-5e25-4ef2-aca0-02851ef44fd8","resolution":{"observed_at":"2026-08-07T11:40:58.993296Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.083044Z","title":"Digital- twin-enabled 6g: Vision, architectural trends, and future directions,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.083044Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:fb0aa1b5508c181b3c45f4e7beb647f1913661904b7df4885e24009dda7279b3","observation_id":"8cf1f9fd-d557-46c3-82a9-10317b9c7bcd","resolution":{"observed_at":"2026-08-07T11:40:59.083044Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.125966Z","title":"Wireless Network Digital Twin for 6G: Generative AI as a Key Enabler,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.125966Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:2d27a8c7bd1c05d7653e1f5cbebc9d712a57acf93d3dfcdb8b85a0966d2ca923","observation_id":"96f0c358-ffaf-46a8-9487-d7566c05318f","resolution":{"observed_at":"2026-08-07T11:40:59.125966Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.185355Z","title":"Digital twin: Mitigating unpredictable, undesirable emergent behavior in complex systems,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.185355Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:bd45ab9bbe7c5c85e445d87054fa842bc7628f6f0053df5f7a1c6482b42beda9","observation_id":"89a3c322-fe4b-4a3a-8324-669fcdaecefe","resolution":{"observed_at":"2026-08-07T11:40:59.185355Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.211586Z","title":"Digital twins: A survey on enabling technologies, challenges, trends and future prospects,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.211586Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:54bac6e06e50916b70ce548bd5c185fe148ac6524b3e5db49952b2d37ba83ba8","observation_id":"3fbe8ba7-699a-4255-87b6-971a0f5c821b","resolution":{"observed_at":"2026-08-07T11:40:59.211586Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.219575Z","title":"What is a digital twin?","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.219575Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:205bee49bacd798c7a5976bd1663ba2f05d5fc021fa3f4e59eb103e0f78631bd","observation_id":"298004ea-5604-4f79-adee-2dddbd0eabb2","resolution":{"observed_at":"2026-08-07T11:40:59.219575Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.246576Z","title":"Digital twin for enhanced resource allocation in 6g non-terrestrial networks,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.246576Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:e1960050535aecf09665b661d17b393e21636c071a8f9c2696c9856bc2927fa2","observation_id":"3ae85b9d-0f37-4b55-95d5-f86803b92232","resolution":{"observed_at":"2026-08-07T11:40:59.246576Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.301753Z","title":"A survey on digital twins: Architecture, enabling technologies, security and privacy, and future prospects,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.301753Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:e32c933f27387a980c3703275eb3137974180604daafa2a3c69e58a1d8177712","observation_id":"91bc11f6-76f2-4701-9e64-77f78cf2781a","resolution":{"observed_at":"2026-08-07T11:40:59.301753Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.372339Z","title":"Survey on digital twin edge networks (diten) toward 6g,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.372339Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:dfc89ee19020b41c456a635d0a18129a995d44bf877316c7630f58047f6ff8e6","observation_id":"360aaa29-693e-40cd-9e95-714c26537640","resolution":{"observed_at":"2026-08-07T11:40:59.372339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.417128Z","title":"Empowering 6g communication systems with digital twin technology: A comprehensive survey,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.417128Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:11e595f2557240e133fd8f255fcb08874e96649043f113ac98b0ccd309a5375b","observation_id":"d134414f-0911-4baf-ab48-f44bf3b0297f","resolution":{"observed_at":"2026-08-07T11:40:59.417128Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.457552Z","title":"6G digital twin networks: From theory to practice,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.457552Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:94c4d86588b7ccf352190cc1a8b32943eec9c1b97f2bebb0fc0e29b6c671a914","observation_id":"8330245b-242a-4d17-b440-76ce85a9222e","resolution":{"observed_at":"2026-08-07T11:40:59.457552Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.563555Z","title":"Future technology trends of terrestrial IMT systems towards 2030 and beyond,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.563555Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:7a1db06c89297b6e4c1b6d5634a3a8a62438d080f86be461090e33b83c5fd051","observation_id":"29e893ca-915b-4812-8d6e-911f49779992","resolution":{"observed_at":"2026-08-07T11:40:59.563555Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.639626Z","title":"Digital twin network–requirements and architecture,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.639626Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:a36accbedcd49812d94085d94e7276f6e3c6c00666e79378be1056e8ae42b28d","observation_id":"aa2b31f3-a08a-4249-afa1-eeea48ab613d","resolution":{"observed_at":"2026-08-07T11:40:59.639626Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.702197Z","title":"Digital twin RAN: Key enablers,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.702197Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:8e50b9712796a0fa35ce3cdb411347fcf3c890bb21fdcf40a4c04bc5a1111572","observation_id":"43bde8af-fe8d-483b-9af9-6881df1be5de","resolution":{"observed_at":"2026-08-07T11:40:59.702197Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.778903Z","title":"Learning radio environments by differentiable ray tracing,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.778903Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:deae81b54855ae2dcc434f5f2d1aaa13dc44de9097395d05508cec4a54842c47","observation_id":"ac7f685a-8b2c-41e4-8a30-7196713fa287","resolution":{"observed_at":"2026-08-07T11:40:59.778903Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.865325Z","title":"Calibrating wireless ray tracing for digital twinning using local phase error es- timates,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.865325Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:e23be8d896cf761e12ac9e7e5631b61ba872f5595ba7e8ccc996169271c3c696","observation_id":"a7719dcc-97bf-42f6-b46c-601d6a4fbe63","resolution":{"observed_at":"2026-08-07T11:40:59.865325Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.941769Z","title":"End-to-end network SLA quality assurance for C-RAN: A closed-loop management method based on digital twin network,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.941769Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:3b8ac1659373b51d7b213b9a805429fe5eb3109b4069da110c4487f7c6ac02d6","observation_id":"aaead1a5-90c2-43a9-9c21-5f099c1283fa","resolution":{"observed_at":"2026-08-07T11:40:59.941769Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:40:59.980409Z","title":"Study on management aspect of network digital twin,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T11:40:59.980409Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:c087fc0bf26923e368b5063295dc476ebc38d717f04466d5ab6ba3590f0361f9","observation_id":"6e01a018-e459-4693-94d7-4b3ec487d482","resolution":{"observed_at":"2026-08-07T11:40:59.980409Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:08.736548Z","title":"Management and orchestration; management aspects of network digital twins,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:08.736548Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:b994d574d377e4b1f70dc80367ddb00b86914efc1097bcdee9e7a679591540ba","observation_id":"4c704d70-04d9-4670-a581-87796ee67439","resolution":{"observed_at":"2026-08-07T11:41:08.736548Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:09.160111Z","title":"Advancing next generation wireless networks with digital twin: Construction, valida- tion, and real-world applications on an indoor over-the-air testbed,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:09.160111Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:66d8b9fbb98e3042260c467514ddaca66ff9de69d13dd4489bad408e6d1dd8e5","observation_id":"59f956be-42cb-4d44-9c9d-de235207c610","resolution":{"observed_at":"2026-08-07T11:41:09.160111Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:09.289934Z","title":"Digital twin approach to estimating and utilizing the capacity region of wireless ad hoc networks,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:09.289934Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:f1b0b679895b33b278ebbdeec03b509d168f22403ea4cf89c1278b5998217e52","observation_id":"09f58815-11ce-4d6d-b74a-f373276cab7e","resolution":{"observed_at":"2026-08-07T11:41:09.289934Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:09.403083Z","title":"Digital twin enabled 6G radio testing: Concepts, challenges and solutions,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:09.403083Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:ff8c075b06776d047012cf66b21b233fe005df14a7222dfac94b18e53dd882f8","observation_id":"91326efe-0e00-479e-97f3-8e8835134ac5","resolution":{"observed_at":"2026-08-07T11:41:09.403083Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:09.532611Z","title":"Design of a standard-compliant real-time neural receiver for 5G NR,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:09.532611Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:e68bee147189d515561a33258500d452239df7e50a6bcdb7f29daaf297e71ea3","observation_id":"e130da0a-43f0-4bae-a585-b146207301f9","resolution":{"observed_at":"2026-08-07T11:41:09.532611Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:09.677236Z","title":"Multiverse at the edge: Interacting real world and digital twins for wireless beamforming,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:09.677236Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:9fa4dde6baafb7b4848d32f5206f209dfde9536a401d9ca56a8bfbc31416734e","observation_id":"4f69191b-df1f-472e-9837-5bfa40f6851c","resolution":{"observed_at":"2026-08-07T11:41:09.677236Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:09.758784Z","title":"Research report on digital twin RAN use cases,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:09.758784Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:571e5fd5fcbece236a088464940ac07641e495a9cb953c1e19ebec458e749f45","observation_id":"f7c2590a-7a85-43f5-beed-ebafce0d3e0f","resolution":{"observed_at":"2026-08-07T11:41:09.758784Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:09.880893Z","title":"Toward intelligent cyber-physical systems: Digital twin meets artificial intelligence,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:09.880893Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:d0c1f6989a41b419ad233189e91e52942795a0ea9603acef827bdfdaa59de809","observation_id":"b1daef96-5560-4343-b4b4-7d6ce8047d1d","resolution":{"observed_at":"2026-08-07T11:41:09.880893Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:10.003984Z","title":"Ransight: Pro- grammable telemetry for next-generation open radio access networks,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:10.003984Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:422ff4647b18b6a8dc8adcf29b3af8cbf06e2155b8b9bccd9f4e217b7d2cc677","observation_id":"3acb3fe7-878e-45f7-a82e-0c51797a07d7","resolution":{"observed_at":"2026-08-07T11:41:10.003984Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:10.115981Z","title":"Digital twins of electromagnetic propagation environments for live 5G networks– Part I: Channel acquisition, EM simulation and verification,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:10.115981Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:e2ef51bb6d7d1521aa04e533e0a0e9dfd00efb3c48c103a159812b83a5e5c096","observation_id":"6526cec7-2a2c-4fa5-99bd-37cb9384b781","resolution":{"observed_at":"2026-08-07T11:41:10.115981Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:10.223608Z","title":"Digital twins of electromagnetic propagation environments for live 5G networks—Part II: High-fidelity emulation in the MPAC setup,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:10.223608Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:8f6a3667f7562c9d00c2abc15b18cf81a897b4a6adb25384b70935bcc58d4b53","observation_id":"b397552f-8457-418c-8a5f-a1464a318128","resolution":{"observed_at":"2026-08-07T11:41:10.223608Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:10.342065Z","title":"Toward digital network twins: Integrating Sionna RT in NS3 for 6G multi-RAT networks simulations,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:10.342065Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:975725698e521710e1953478f77f1cdfbd4b9214588b15e317fdbc6795156da6","observation_id":"2776b5d2-794e-4e9a-8340-5a4fb636a3a4","resolution":{"observed_at":"2026-08-07T11:41:10.342065Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:10.504093Z","title":"Digital twin for 5G and beyond,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:10.504093Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:404d6f78e3d5c7ce75021c76c6d1aced3808f776315891a5f0d68697883a7c56","observation_id":"5ae8782a-0c9a-44ee-b4c9-f2437b27d80d","resolution":{"observed_at":"2026-08-07T11:41:10.504093Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:10.670804Z","title":"5G air-to- ground network design and optimization: A deep learning approach,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:10.670804Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:70851611a6e10148698149517a9b3999f89e98e87646a0aa1ac951a3e4bc1873","observation_id":"9ded960c-77d5-421f-a4a2-b6958de22369","resolution":{"observed_at":"2026-08-07T11:41:10.670804Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:10.862324Z","title":"GNN-based power allocation and user association in digital twin network for the terahertz band,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:10.862324Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:64e9c9e6eed84a9319c7fdbf5bb389782f1fd9bf4bad90bd4734ee056c70e188","observation_id":"303a0702-c409-47e8-8707-7c265622fb61","resolution":{"observed_at":"2026-08-07T11:41:10.862324Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:11.078278Z","title":"Coverage optimization for large-scale mobile networks with digital twin and multi-agent rein- forcement learning,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:11.078278Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:863ec2cfe921f5e47a26ac225b42a5c91f1eb5c408d5fe5a0c2890483b1b63d4","observation_id":"4021eb4c-3f42-436b-bee0-c2a273315362","resolution":{"observed_at":"2026-08-07T11:41:11.078278Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:11.289966Z","title":"When digital twin meets generative AI: Intelligent closed-loop network man- agement,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:11.289966Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:45cce4c7d0f1422f67a74bf7cbd4b67db2b49fcbc7d23c73bc8673bb0ca0316c","observation_id":"780e4e45-92c5-483c-82a0-a7add985992d","resolution":{"observed_at":"2026-08-07T11:41:11.289966Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:11.513638Z","title":"Colosseum as a digital twin: Bridging real-world experimentation and wireless network emulation,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:11.513638Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:38860df605333fc468e5f4bd62769dc82e45c161d97178a930bf344dea06c79b","observation_id":"217b6481-e5e3-46a6-8f8a-bb78fc7a4281","resolution":{"observed_at":"2026-08-07T11:41:11.513638Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:11.711752Z","title":"Distributed digital twin migration in multi-tier computing systems,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:11.711752Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:42a742b6ac7994ed89e5bcd2486660c5c3c3fc0c074d952e6a5974e6d262323f","observation_id":"65fa0618-5d26-489e-a4da-ee4c463a4c72","resolution":{"observed_at":"2026-08-07T11:41:11.711752Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:11.959241Z","title":"UA V Relay-Assisted Emergency Communications in IoT Networks: Resource Allocation and Trajectory Optimization,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:11.959241Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:7fe378c5e265f13c52dd17050af87e9a6fda7777ec4ab2bb5eb466fd385b26d9","observation_id":"2716f7f9-7da4-46cf-8f46-7d65b036dbc5","resolution":{"observed_at":"2026-08-07T11:41:11.959241Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:12.245020Z","title":"Backscatter-Assisted Data Of- floading in OFDMA-Based Wireless-Powered Mobile Edge Computing for IoT Networks,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:12.245020Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:a96deeef2499c3e4bcc16efd5f04e2cc1ba9ee66417a77831f848eebe53b87d8","observation_id":"53f43dc7-47e1-477b-87c0-19c42c8756b4","resolution":{"observed_at":"2026-08-07T11:41:12.245020Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:12.348475Z","title":"Coarse Trajectory Design for Energy Minimization in UA V- Enabled,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:12.348475Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:6de5ec5b4e0c139bae21e0e98163670ad9c68a550e60b0a5eb5d35b297e7490f","observation_id":"c77df9ad-fc6c-436d-8390-531fed5f2750","resolution":{"observed_at":"2026-08-07T11:41:12.348475Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:12.452417Z","title":"O-RAN Empowering Vertical Industry: Scenarios, Solu- tions and Best Practice,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:12.452417Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:87840ba724afbd789cd6f4595cd5595c8c49e6d87fbc18f15028aa33bb770a18","observation_id":"84adbc37-a35a-4acf-b3b7-2ed935b6f91d","resolution":{"observed_at":"2026-08-07T11:41:12.452417Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:12.582348Z","title":"O-RAN Architecture Description 11.0,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:12.582348Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:1a3b18d8da491e27292c7de7fdf6596093eed338c0811d60ad52c3df82600815","observation_id":"81378689-ed48-46fc-8649-aca05ea86036","resolution":{"observed_at":"2026-08-07T11:41:12.582348Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:12.712037Z","title":"O-RAN.WG1.Slicing-Architecture-R003-v09.00,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:12.712037Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:0e711c2f771feadb1cb3ab1d4d2b183d130c294d53f05106ecb8d3e35e3dc700","observation_id":"a1058239-d7b3-4606-8d28-7624942b4d08","resolution":{"observed_at":"2026-08-07T11:41:12.712037Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:12.796658Z","title":"Network digital twins - outlook and opportunities,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:12.796658Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:0bd954418f1c2a810e5b9614bc4dbea074ca99bfaf6062986fd85824e2623396","observation_id":"480746ab-f273-4c18-ae6d-da58f6c6f767","resolution":{"observed_at":"2026-08-07T11:41:12.796658Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:12.926183Z","title":"Network Digital Twin: Context, Enabling Technologies, and Opportunities,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:12.926183Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:7c40ff7def78d54c90d93a20538ae34833bd12b9b5dd101b60294269f550819c","observation_id":"b0e21c5d-d495-4891-84b4-d9cf990b3d9e","resolution":{"observed_at":"2026-08-07T11:41:12.926183Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:13.026193Z","title":"Network Digital Twin: Concepts and Reference Architecture,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:13.026193Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:863be1fa7ebe22fadbb9e3680cf04069be018c159695f2e185400a37bbf1ef69","observation_id":"6ce60756-0ca4-4f92-8780-a141c607202b","resolution":{"observed_at":"2026-08-07T11:41:13.026193Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.02644","last_updated":"2023-08-04T18:06:26Z","snapshot_observed_at":"2026-08-13T10:40:26.942159Z","submitted_at":"2023-08-04T18:06:26Z","title":"Network Digital Twin for Open RAN: The Key Enablers, Standardization, and Use Cases","version":1},"cited_work":{"arxiv_id":"2308.02644","doi":null,"metadata_source":"pith","pith_arxiv_id":"2308.02644","snapshot_observed_at":"2026-08-07T11:41:21.621183Z","title":"Network Digital Twin for Open RAN: The Key Enablers, Standardization, and Use Cases","venue":"cs.IT","work_id":"a7ae7b4e-e510-4033-a292-4ae5aae8d699","year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:13.150267Z"},"links":{"cited_paper":"/paper/2308.02644","citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:b3c45267dc83f8dd61eff3801617048465e498f649cf0ff13af94439b27820a6","observation_id":"9372e13f-5542-49d2-b7d8-9d80635d8291","resolution":{"observed_at":"2026-08-07T11:41:21.629656Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:13.238840Z","title":"Hexric: Building a better near-real time network controller for the open ran ecosystem,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:13.238840Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:e827492a8f9a6b5b0ea322ae47259b6341b21185f91dcc2a6dfc51e74cc030c0","observation_id":"2f5b969a-6956-413a-a2c5-3fe94d2863bc","resolution":{"observed_at":"2026-08-07T11:41:13.238840Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:13.336079Z","title":"Secure Data Dissemination Scheme for Digital Twin Empowered Vehicular Networks in Open RAN,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:13.336079Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:b014e3e547b846ddae121c6c695f1abcf50a65f0ee676b9d5a6bedd9f6e15b62","observation_id":"65093e15-05d7-4a1b-9092-2aff13ddfc3c","resolution":{"observed_at":"2026-08-07T11:41:13.336079Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:13.467140Z","title":"Digital Twin-Driven Trust Management in Open RAN-Based Spatial Crowdsourcing Drone Services,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:13.467140Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:4112258ea982955ca45e42c84cd947be2f2b443e938aaf1fe25788b2c657dd9a","observation_id":"9611f693-3c04-4684-870c-3cfea6f4003c","resolution":{"observed_at":"2026-08-07T11:41:13.467140Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:13.574172Z","title":"Federated Learning for Anomaly Detection in Open RAN: Security Architecture Within a Digital Twin,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:13.574172Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:04482619a12f631aca5a75fb12cbef8365aa27035f70eb69ad96cd822d63f6ef","observation_id":"b1d9efc6-ddbc-4659-b32e-8a8323333f26","resolution":{"observed_at":"2026-08-07T11:41:13.574172Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:13.647502Z","title":"Demo: A Digital Twin of the 5G Radio Access Network for Anomaly Detection Functionality,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:13.647502Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:d7b66026219e0a710c956d8590616a45dcc161c77091f12a0b2277a2c60f14af","observation_id":"0895be9c-86b4-4fc8-be51-d1ca4b8e51e3","resolution":{"observed_at":"2026-08-07T11:41:13.647502Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.17317","last_updated":"2024-04-26T10:55:37Z","snapshot_observed_at":"2026-08-13T00:20:59.493277Z","submitted_at":"2024-04-26T10:55:37Z","title":"Colosseum: The Open RAN Digital Twin","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.17317","snapshot_observed_at":"2026-08-07T11:41:13.683503Z","title":"Colos- seum: The Open RAN Digital Twin,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:13.683503Z"},"links":{"cited_paper":"/paper/2404.17317","citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:f1c47231d7f83b628610ce267457c6c04f921de4dbce9221fe40a9131f4aa6a0","observation_id":"6ecf1463-b08f-492e-99d6-e58a101a7773","resolution":{"observed_at":"2026-08-07T11:41:13.683503Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:13.759974Z","title":"Digital Twin Assisted Closed-Loops for Energy-Efficient Open RAN-Based Fixed Wireless Access Provisioning in Rural Areas,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:13.759974Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:f3ac7fb8f0c0312ccf4a83d577edab719eb337f5876ef8c731bf85c1b6c27eb9","observation_id":"fb561040-a545-4748-9e63-0eaece441c85","resolution":{"observed_at":"2026-08-07T11:41:13.759974Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:13.856454Z","title":"Performance Analysis of User Pairing for Active RIS-Enabled Cooperative NOMA in 6G Cognitive Radio Networks,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:13.856454Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:53c609599e5737bd8d5162ce2fa7763cde7ee8c2374a9cc5f4ba7c45ef3737e4","observation_id":"d9a9046d-bb93-49f1-b71e-6d19952e32a6","resolution":{"observed_at":"2026-08-07T11:41:13.856454Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:13.934736Z","title":"Deep Learning-Driven Throughput Maximization in Covert Communication for UA V-RIS Cognitive Sys- tems,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:13.934736Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:c65fc7947bb7a2fe0b6ec40437a7a399e8fd01413e843ca02af9c381387d75c1","observation_id":"6d24a1e9-9005-489d-9bd7-fa8884451628","resolution":{"observed_at":"2026-08-07T11:41:13.934736Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:14.022313Z","title":"Towards efficient reflectarray digital twins - an em-driven machine learning perspective,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:14.022313Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:a8e0ca800269f55fc92a097f78e63071174117535ec774e3fb6065399dfa5bd3","observation_id":"b7638109-7fac-40c7-99fa-e1685fc3c916","resolution":{"observed_at":"2026-08-07T11:41:14.022313Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:14.144681Z","title":"Digital twin-aided learning for managing reconfigurable intelligent surface-assisted, uplink, user- centric cell-free systems,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:14.144681Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:f16be555bfa75482723cf5c2727023343a047210941f5ad05fb6d301560c5701","observation_id":"d3ec4208-8ea3-4b6a-bfc8-bcc4894e779b","resolution":{"observed_at":"2026-08-07T11:41:14.144681Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:14.226134Z","title":"The role of digital twin in optical communication: Fault management, hardware configuration, and transmission simulation,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:14.226134Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:6287ffbcea964357ef8ca8474066a5d2159599aa05467b66570ae240ccd9d74b","observation_id":"6233a1e8-223b-44cc-a039-b389a85fc471","resolution":{"observed_at":"2026-08-07T11:41:14.226134Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:14.301694Z","title":"Ocata: a deep-learning-based digital twin for the optical time domain,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:14.301694Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:c138a2bea74f1f28924c271af90b3ab9610d95869fac58330848ff5704827745","observation_id":"5cfa10d2-793f-42a8-a823-b6a53ecaf945","resolution":{"observed_at":"2026-08-07T11:41:14.301694Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:14.395078Z","title":"Applications of the ocata time domain digital twin: from qot estimation to failure management,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:14.395078Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:6c579fac38911bd05efd33faea60cf95b8c048400ce023168b8a4cfd41da12d8","observation_id":"7426d0a7-6949-4459-a57f-2001c549d518","resolution":{"observed_at":"2026-08-07T11:41:14.395078Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:14.483861Z","title":"Applying digital twins to optical networks with cloud-native sdn controllers,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:14.483861Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:8b06a3dcf33424faf5c6322917f88d9b7333d867480a35bbf233ca9ca243ee8a","observation_id":"84b5af9c-31c1-49b5-b4d0-397b28a78164","resolution":{"observed_at":"2026-08-07T11:41:14.483861Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:14.577535Z","title":"Building a digital twin for large-scale and dy- namic c+l-band optical networks,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:14.577535Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:7bb7fbdac9291a46164b5605e9c62bafd89c84798fdee127d25095eeb37d727b","observation_id":"0ec2b19e-ae38-433e-aa71-d2a623e963ff","resolution":{"observed_at":"2026-08-07T11:41:14.577535Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:14.652648Z","title":"Building a digital twin of an edfa for optical networks: a gray-box modeling approach,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:14.652648Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:41b3af4e2cc7464c62e49eefeb5b195f9096d7f258c2448f7e1c037983cd04d0","observation_id":"04c02584-ca32-469d-86d8-03794ef689f1","resolution":{"observed_at":"2026-08-07T11:41:14.652648Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:14.746563Z","title":"Digital twin modeling and controlling of optical power evolution enabling autonomous-driving optical networks: a Bayesian approach,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:14.746563Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:64c4d81da5ac323418e8c61943d2cbcfde3f7938a5863bf115bf589fdea5a671","observation_id":"a30bd435-367d-4299-9371-1c7abbaebe61","resolution":{"observed_at":"2026-08-07T11:41:14.746563Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:14.973529Z","title":"Digital-twin-assisted meta learning for soft-failure localization in roadm-based optical networks,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:14.973529Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:23622311f385bdf5d26a882d3449255fff9314043f26ecdcc652a8d2d72a419a","observation_id":"e2b1146e-8024-4d17-b36a-633b05fe9626","resolution":{"observed_at":"2026-08-07T11:41:14.973529Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:15.129879Z","title":"Fedtwin: Blockchain- enabled adaptive asynchronous federated learning for digital twin networks,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:15.129879Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:76159a44d410c6ac090183319de181e0051d606a9ebcf7c1ce194c50a8a1a9b2","observation_id":"1ba404ce-06f3-4b40-8cbf-33e81a171b64","resolution":{"observed_at":"2026-08-07T11:41:15.129879Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:15.286848Z","title":"Reinforcing industry 4.0 with digital twins and blockchain-assisted federated learning,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:15.286848Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:0babe11ab21018ed20be9d159659ea3e397b1e9c429c042bf1988faa633ce35b","observation_id":"133f5590-743b-4434-a73f-4ac80a83a595","resolution":{"observed_at":"2026-08-07T11:41:15.286848Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:15.447462Z","title":"Blockchain-based decentralized learning for security in digital twins,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:15.447462Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:590e583227d69f01c675268687ce98eae85e2269c1994c8e6db43262dace7ffb","observation_id":"305613ba-5b18-41a8-b30b-121f8a821eda","resolution":{"observed_at":"2026-08-07T11:41:15.447462Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:15.659257Z","title":"Fortifying federated learning in iiot: Leveraging blockchain and digital twin innovations for enhanced security and resilience,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:15.659257Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:ab15e5cd11bbdaea7c06faaaa5590292519f563ae2eae3df63edf2c650d639c6","observation_id":"47fa4a65-a18f-4aa7-b2f2-fcc30dca8d43","resolution":{"observed_at":"2026-08-07T11:41:15.659257Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:15.776975Z","title":"Digital twins-enabled federated learning in mobile networks: From the per- spective of communication-assisted sensing,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:15.776975Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:3f38bfba09defdc1e7cf3853e927664f4fd92bfc21cdf51d4134e4becc5274c0","observation_id":"f86ee002-c459-467a-9fdb-a257ef3cbc48","resolution":{"observed_at":"2026-08-07T11:41:15.776975Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18066","last_updated":"2024-07-25T14:19:59Z","snapshot_observed_at":"2026-08-12T23:14:50.443276Z","submitted_at":"2024-07-25T14:19:59Z","title":"Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18066","snapshot_observed_at":"2026-08-07T11:41:15.911526Z","title":"Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:15.911526Z"},"links":{"cited_paper":"/paper/2407.18066","citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:e8ad7f75ed971d7a21e2951c88317702e0dd5ab524a56e4d0f4f47b1070d612a","observation_id":"2268dd02-ac26-460e-bafa-053fdcd1bde8","resolution":{"observed_at":"2026-08-07T11:41:15.911526Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:16.076069Z","title":"5G System Principles,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:16.076069Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:69b3dd122d769f17bb9fe736c532f058813db1431b194171b5f95fbf736f8acf","observation_id":"02301a8f-8c84-42d0-9f81-476858c3fb44","resolution":{"observed_at":"2026-08-07T11:41:16.076069Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:16.220356Z","title":"The 5G Core Network Demystified,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:16.220356Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:828cb996e26e85e1175d39e1eb931b234f5fe8aae27eac70ddb7b089e408daf3","observation_id":"05a71ff4-c8da-45ab-90b0-03f427900eb3","resolution":{"observed_at":"2026-08-07T11:41:16.220356Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:16.401636Z","title":"System Architecture for the 5G System (3GPP TS 23.501 version 15.3.0 Release 15),","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:16.401636Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:b7c3feb7d7e3af077d7b4d49eb546b862d14c9d4ed66f44a5c7786e36f9dd288","observation_id":"48330b2d-69d6-4024-967e-96b5582012e9","resolution":{"observed_at":"2026-08-07T11:41:16.401636Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:16.573393Z","title":"Research and Application of Configuration System in Core Network Based on Digital Twin,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:16.573393Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:208eb787e957b1b676e2bf7b1ca6517350dc14377285b768b0349bd74aff9fce","observation_id":"de37ff1a-ddba-4da4-b03b-4d164d397e1d","resolution":{"observed_at":"2026-08-07T11:41:16.573393Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:16.786003Z","title":"Network Slicing for Zero-Touch Networks: A Top-Notch Technology,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:16.786003Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:d30203d7fc1dc765a9ca7fd87955d58d64c4419975b4f7095d3fd3bbe70f1834","observation_id":"2996a3c0-45ae-46ce-bfc1-f06f665cdd91","resolution":{"observed_at":"2026-08-07T11:41:16.786003Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:16.850800Z","title":"Digital Twins for 5G Networks: A Modeling and Deployment Methodology,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:16.850800Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:d0dd24adb0693e0099e7f17366a9d0614658848e318b38e1d585814ab45560e8","observation_id":"4d11c159-c13c-4c84-8df3-c09d42d7777c","resolution":{"observed_at":"2026-08-07T11:41:16.850800Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:16.920469Z","title":"Deep Learning-Based Modeling of 5G Core Control Plane for 5G Network Digital Twin,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:16.920469Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:f04a4d33650a37958ae3b16633e0f89905c2065252ca60661e5b71e7675d1552","observation_id":"37419ae4-87d5-487c-81ec-38f316f6e596","resolution":{"observed_at":"2026-08-07T11:41:16.920469Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:17.040359Z","title":"Digital Twin-Assisted Flexible Slice Admission Control for 5G Core Network: A Deep Reinforcement Learning Approach,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:17.040359Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:05ac18ec8a57426bc994421a052d4296c037e1ada68260cb59963cf8fe2911e7","observation_id":"ff0a9d30-dc0c-4422-b46c-113c4e6debfb","resolution":{"observed_at":"2026-08-07T11:41:17.040359Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:17.141544Z","title":"MVNOCoreSim: A Digital Twin for Virtualized IoT-Centric Mobile Core Networks,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:17.141544Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:35791c68544c8699206fe62caa8ef63c6b665e28b0ca066829606dc82a0de284","observation_id":"5b2cb038-dfbb-40d8-b035-a368e12888d5","resolution":{"observed_at":"2026-08-07T11:41:17.141544Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:17.313441Z","title":"A Proof of Concept on Digital Twin-Controlled WiFi Core Network Selection for In-Flight Connectivity,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:17.313441Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:0c5c901fd0c1dd8c1f93ceaf846469da16bc728537fb8923380f91c036628214","observation_id":"28f4aa1c-348d-4323-9f98-c942ba55a416","resolution":{"observed_at":"2026-08-07T11:41:17.313441Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:17.477720Z","title":"Digital Twin-Enabled Intelligent DDoS Detection Mechanism for Autonomous Core Networks,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:17.477720Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:aba94475a7cab57360e8ad711ecf980eac6777c8a5bcbbe1a0869ead08c157ae","observation_id":"1927c686-954c-44e6-b720-8e644a562fcb","resolution":{"observed_at":"2026-08-07T11:41:17.477720Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:17.491477Z","title":"Leveraging digital twins for healthcare systems engineering,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":85,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:17.491477Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:51141c84f38f90d8e74ab98296e5d5ceaff2224204ce46446c8ee49469ec63fb","observation_id":"c3913421-e1c6-4959-8ab9-805c1b93b19b","resolution":{"observed_at":"2026-08-07T11:41:17.491477Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:17.591774Z","title":"A novel cloud-based framework for the elderly healthcare services using digital twin,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:17.591774Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:378e1685f41ffc0b990f0e116ccddbbdcb8612a066e6ad5d398614427551b7f3","observation_id":"486fe963-8384-4584-b447-817b441ce163","resolution":{"observed_at":"2026-08-07T11:41:17.591774Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:17.608919Z","title":"Towards private similarity query based healthcare monitoring over digital twin cloud platform,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:17.608919Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:8319ecfa6536a0c7dd6934104fefe4f7d96eca6e2b9062b355ef8bedeb35349e","observation_id":"ea683747-759c-4735-96f8-9897dac04f99","resolution":{"observed_at":"2026-08-07T11:41:17.608919Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:17.701187Z","title":"Cloud-edge hosted digital twins for coordinated control of distributed energy resources,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":88,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:17.701187Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:5832754084ab2942a965ddbf8e9895ceb26b1fec0331033a3d49130f50bf3b1c","observation_id":"87ac2960-5d99-4dc8-9c28-a36edc2835cd","resolution":{"observed_at":"2026-08-07T11:41:17.701187Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:17.773794Z","title":"Practical adoption of cloud computing in power systems—drivers, challenges, guidance, and real-world use cases,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":89,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:17.773794Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:97ca3ee293dab2da7bf660258ab21df7b9e7d7fbdbe9d32a2fbeeff88e36dbea","observation_id":"d6db9acb-d832-4275-8b37-65b19674f2c8","resolution":{"observed_at":"2026-08-07T11:41:17.773794Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:17.889868Z","title":"Digital twin intelligent system for industrial iot-based big data management and analysis in cloud,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":90,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:17.889868Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:6212a219fe4a96bb5e2bd780d466a06f2d8dfea59e9f73d63fbccc9b0c61df20","observation_id":"b129e64f-4c7a-4946-b1eb-b680e13726d5","resolution":{"observed_at":"2026-08-07T11:41:17.889868Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:17.987215Z","title":"A new approach to build industrial internet of things (iiot) systems based on digital twin’s technologies,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":91,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:17.987215Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:a514916dc367727c149fd57967afb31889c13c2e261fe457d98305a0a5f6616b","observation_id":"7ac935c2-13ec-4ae7-b56a-d249ae3ff92d","resolution":{"observed_at":"2026-08-07T11:41:17.987215Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:18.073326Z","title":"Digital twin-driven online anomaly detection for an automation system based on edge intelligence,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":92,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:18.073326Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:505e1c8696bd022c8b89fbf85d6158d0561de4fc1c26dfa637c9853f2aad4420","observation_id":"24e0113f-d3d9-4852-94f7-6cf78b6d8ed0","resolution":{"observed_at":"2026-08-07T11:41:18.073326Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:18.164158Z","title":"Digital twin based real-time production logistics synchronization system in a multi-level computing architecture,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":93,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:18.164158Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:004451763f47d6536208b738eeb41ee806acabb1d403c5a4f1121bab4ddc6a4d","observation_id":"38929c36-fe9a-4e70-8d83-a0e655161fcf","resolution":{"observed_at":"2026-08-07T11:41:18.164158Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:18.222578Z","title":"Cloud-based digital twinning for structural health monitoring using deep learning,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":94,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:18.222578Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:e517569d40453441135ee76d03da44cb51c325f47db02f986af7ac54c45a2378","observation_id":"2ef42ea3-fe8b-4877-8728-c91d8f8a6c19","resolution":{"observed_at":"2026-08-07T11:41:18.222578Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:18.307699Z","title":"Adaptive digital twin for vehicular edge computing and networks,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":95,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:18.307699Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:134745fdf329e3cd719a6ccf598aad5879709bea41bcb9510d14f2dcbdb78974","observation_id":"cff66b17-da09-4a81-8a14-d6551c62227b","resolution":{"observed_at":"2026-08-07T11:41:18.307699Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:18.340429Z","title":"Digital twin-enabled 6g aerial edge computing with ultra-reliable and low-latency communications : (invited paper),","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":96,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:18.340429Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:f6817661e667836957375b102cb347ae72fb3ff7a535f69430d6aafc16658189","observation_id":"d339b9ff-8248-40ec-b5e5-d91dc6ee2735","resolution":{"observed_at":"2026-08-07T11:41:18.340429Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.06507","last_updated":"2024-05-10T14:38:02Z","snapshot_observed_at":"2026-08-13T00:10:12.609806Z","submitted_at":"2024-05-10T14:38:02Z","title":"EcoEdgeTwin: Enhanced 6G Network via Mobile Edge Computing and Digital Twin Integration","version":1},"cited_work":{"arxiv_id":"2405.06507","doi":null,"metadata_source":"pith","pith_arxiv_id":"2405.06507","snapshot_observed_at":"2026-08-07T11:41:21.474432Z","title":"EcoEdgeTwin: Enhanced 6G Network via Mobile Edge Computing and Digital Twin Integration","venue":"cs.NI","work_id":"eac0442c-11f9-4df1-b9ca-821b0b3b52b4","year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":97,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:18.346070Z"},"links":{"cited_paper":"/paper/2405.06507","citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:61d4a62473cf9d4cb3209819d9133ea0cc92f12ec8c8b29ad9d4dbf3ff8d04a6","observation_id":"8ad352c8-5c8b-42ff-9892-386fa07d8b51","resolution":{"observed_at":"2026-08-07T11:41:21.481491Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:18.351230Z","title":"Adaptive edge association for wireless digital twin networks in 6g,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":98,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:18.351230Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:c3d259be641ae2759a334fca4bd5575ca0cb58522bc60bb0e33fe439ed62c863","observation_id":"3b90ba56-07f7-48fe-bf72-359cc495a77e","resolution":{"observed_at":"2026-08-07T11:41:18.351230Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:18.355955Z","title":"Edge-coordinated energy- efficient video analytics for digital twin in 6g,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":99,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:18.355955Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:efde20078fe169015b73517254c47097a0b03ad0a0483e73dd862663fe6fba94","observation_id":"c0ef161b-4586-4dd5-af69-d5b62d01daca","resolution":{"observed_at":"2026-08-07T11:41:18.355955Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:41:18.362610Z","title":"Human activity recognition in mobile edge computing: A low-cost and high-fidelity digital twin approach with deep reinforcement learning,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems","version":1},"reference_index":100,"source":"pdf_text","source_observed_at":"2026-08-07T11:41:18.362610Z"},"links":{"citing_paper":"/paper/2506.01609"},"observation_digest":"sha256:b3a9eb4dffbefd2d18982669b4b5d435dcc4ef748cd8cf31981d7c51806d5d6d","observation_id":"32b55e07-c061-47e4-9b2e-51f191529b8b","resolution":{"observed_at":"2026-08-07T11:41:18.362610Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2506.01609","last_updated":"2025-06-02T12:49:51Z","latest_version":1,"primary_category":"cs.NI","snapshot_observed_at":"2026-08-13T14:14:14.047105Z","submitted_at":"2025-06-02T12:49:51Z","title":"Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":98,"verified_exact":2,"verified_fuzzy":0},"total_outbound_references":177},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 100 of 177 outbound references and 0 inbound Pith citation observations for arXiv:2506.01609."}