{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:5STASAUZBMWYG5B3IIKRO22WNJ","short_pith_number":"pith:5STASAUZ","canonical_record":{"source":{"id":"2410.09765","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2024-10-13T07:46:36Z","cross_cats_sorted":[],"title_canon_sha256":"719f64a85d9e377be9d7f3d8896fdff92f2c3d2324528d1b0b167528ecbca87a","abstract_canon_sha256":"f93368f017d1bb13a414074c131fc6ab5e8f323d7a05f534a8055f63272fa435"},"schema_version":"1.0"},"canonical_sha256":"eca60902990b2d83743b4215176b566a62c97ab922f211d9dfdc5e4aa35237e4","source":{"kind":"arxiv","id":"2410.09765","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.09765","created_at":"2026-07-05T09:19:43Z"},{"alias_kind":"arxiv_version","alias_value":"2410.09765v1","created_at":"2026-07-05T09:19:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.09765","created_at":"2026-07-05T09:19:43Z"},{"alias_kind":"pith_short_12","alias_value":"5STASAUZBMWY","created_at":"2026-07-05T09:19:43Z"},{"alias_kind":"pith_short_16","alias_value":"5STASAUZBMWYG5B3","created_at":"2026-07-05T09:19:43Z"},{"alias_kind":"pith_short_8","alias_value":"5STASAUZ","created_at":"2026-07-05T09:19:43Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:5STASAUZBMWYG5B3IIKRO22WNJ","target":"record","payload":{"canonical_record":{"source":{"id":"2410.09765","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2024-10-13T07:46:36Z","cross_cats_sorted":[],"title_canon_sha256":"719f64a85d9e377be9d7f3d8896fdff92f2c3d2324528d1b0b167528ecbca87a","abstract_canon_sha256":"f93368f017d1bb13a414074c131fc6ab5e8f323d7a05f534a8055f63272fa435"},"schema_version":"1.0"},"canonical_sha256":"eca60902990b2d83743b4215176b566a62c97ab922f211d9dfdc5e4aa35237e4","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:19:43.748104Z","signature_b64":"Fvjhad9TW3TS6LW8IQTMu6joj3Yrqu0phMrasS+zuVuS3v6L+oTHRqcqzBXjsUquVxpwWAn201BlVXhlDf14CA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"eca60902990b2d83743b4215176b566a62c97ab922f211d9dfdc5e4aa35237e4","last_reissued_at":"2026-07-05T09:19:43.747676Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:19:43.747676Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2410.09765","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:19:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"k4//X92hQUU/WEejZlyhxHXKjAy7VhihW8FNH4/s8MWQ/GkAPr0KT/J58tWvr9aAM17qMu4c6rFMXR0+93o+Bw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T06:31:58.610986Z"},"content_sha256":"f15f383dfd48957a4665e0b13a2e40ffe186c48efc94d9198c66dcc7e157f05c","schema_version":"1.0","event_id":"sha256:f15f383dfd48957a4665e0b13a2e40ffe186c48efc94d9198c66dcc7e157f05c"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:5STASAUZBMWYG5B3IIKRO22WNJ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"INA-Infra: An Open and Extensible Infrastructure for Intent-driven Network Automation Research","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.NI","authors_text":"Binbin Chen, Jihong Park, Mao V. Ngo, Nguyen-Bao-Long Tran, Tony Q. S. Quek, Tuan V. Ngo","submitted_at":"2024-10-13T07:46:36Z","abstract_excerpt":"As telecommunications systems progress to support diverse use cases with heterogeneous and dynamic Quality of Service (QoS) requirements, it becomes an increasingly complex task to automatically manage various resources involved -- from radio, compute, to X-haul network, which are distributed from the edge to the cloud. Intent-driven network automation can play an important role in NextG networks to meet this need. Towards this, we have developed INA-Infra, an open, extensible, and end-to-end 5G/beyond 5G network infrastructure with intent-driven network automation and end-to-end network slici"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.09765","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2410.09765/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:19:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"B1Jm8Qp5C09NX+rt2OeorcXB6QUI2T99d/hqXDmgi7zbNnVBq4goAgkf4jpDTNXfgC2DmmjF2cp59UtporfaBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T06:31:58.611385Z"},"content_sha256":"da3d05f5e4899e030b1998818d5c06cb23986236bfd0035f895ad22759b486f0","schema_version":"1.0","event_id":"sha256:da3d05f5e4899e030b1998818d5c06cb23986236bfd0035f895ad22759b486f0"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/5STASAUZBMWYG5B3IIKRO22WNJ/bundle.json","state_url":"https://pith.science/pith/5STASAUZBMWYG5B3IIKRO22WNJ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/5STASAUZBMWYG5B3IIKRO22WNJ/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-07T06:31:58Z","links":{"resolver":"https://pith.science/pith/5STASAUZBMWYG5B3IIKRO22WNJ","bundle":"https://pith.science/pith/5STASAUZBMWYG5B3IIKRO22WNJ/bundle.json","state":"https://pith.science/pith/5STASAUZBMWYG5B3IIKRO22WNJ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/5STASAUZBMWYG5B3IIKRO22WNJ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:5STASAUZBMWYG5B3IIKRO22WNJ","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"f93368f017d1bb13a414074c131fc6ab5e8f323d7a05f534a8055f63272fa435","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2024-10-13T07:46:36Z","title_canon_sha256":"719f64a85d9e377be9d7f3d8896fdff92f2c3d2324528d1b0b167528ecbca87a"},"schema_version":"1.0","source":{"id":"2410.09765","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.09765","created_at":"2026-07-05T09:19:43Z"},{"alias_kind":"arxiv_version","alias_value":"2410.09765v1","created_at":"2026-07-05T09:19:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.09765","created_at":"2026-07-05T09:19:43Z"},{"alias_kind":"pith_short_12","alias_value":"5STASAUZBMWY","created_at":"2026-07-05T09:19:43Z"},{"alias_kind":"pith_short_16","alias_value":"5STASAUZBMWYG5B3","created_at":"2026-07-05T09:19:43Z"},{"alias_kind":"pith_short_8","alias_value":"5STASAUZ","created_at":"2026-07-05T09:19:43Z"}],"graph_snapshots":[{"event_id":"sha256:da3d05f5e4899e030b1998818d5c06cb23986236bfd0035f895ad22759b486f0","target":"graph","created_at":"2026-07-05T09:19:43Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2410.09765/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As telecommunications systems progress to support diverse use cases with heterogeneous and dynamic Quality of Service (QoS) requirements, it becomes an increasingly complex task to automatically manage various resources involved -- from radio, compute, to X-haul network, which are distributed from the edge to the cloud. Intent-driven network automation can play an important role in NextG networks to meet this need. Towards this, we have developed INA-Infra, an open, extensible, and end-to-end 5G/beyond 5G network infrastructure with intent-driven network automation and end-to-end network slici","authors_text":"Binbin Chen, Jihong Park, Mao V. Ngo, Nguyen-Bao-Long Tran, Tony Q. S. Quek, Tuan V. Ngo","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2024-10-13T07:46:36Z","title":"INA-Infra: An Open and Extensible Infrastructure for Intent-driven Network Automation Research"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.09765","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:f15f383dfd48957a4665e0b13a2e40ffe186c48efc94d9198c66dcc7e157f05c","target":"record","created_at":"2026-07-05T09:19:43Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"f93368f017d1bb13a414074c131fc6ab5e8f323d7a05f534a8055f63272fa435","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2024-10-13T07:46:36Z","title_canon_sha256":"719f64a85d9e377be9d7f3d8896fdff92f2c3d2324528d1b0b167528ecbca87a"},"schema_version":"1.0","source":{"id":"2410.09765","kind":"arxiv","version":1}},"canonical_sha256":"eca60902990b2d83743b4215176b566a62c97ab922f211d9dfdc5e4aa35237e4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"eca60902990b2d83743b4215176b566a62c97ab922f211d9dfdc5e4aa35237e4","first_computed_at":"2026-07-05T09:19:43.747676Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:19:43.747676Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Fvjhad9TW3TS6LW8IQTMu6joj3Yrqu0phMrasS+zuVuS3v6L+oTHRqcqzBXjsUquVxpwWAn201BlVXhlDf14CA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:19:43.748104Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.09765","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f15f383dfd48957a4665e0b13a2e40ffe186c48efc94d9198c66dcc7e157f05c","sha256:da3d05f5e4899e030b1998818d5c06cb23986236bfd0035f895ad22759b486f0"],"state_sha256":"0513b06dd9101818552f03ff1ced8bd1891456354d7a6c5cf1012048dce7cf67"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DH0o2/w4P/3L0i7ikO6p+QOGl3fUKO5i/Vl3yL0agYJfWEGfRZTs50H3qKXXV4KOPYRIPEeg5hpKS58Nw77hCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T06:31:58.613758Z","bundle_sha256":"9cfc47959570a994e4a84a65aa23f4017cf51d550964ea1c5e12fd9cfb50b22e"}}