{"as_of":"2026-08-09T18:52:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:9c3b67dc774a225bd0b7dcdf7aad164e5267149e56317221ab76a751a5a01a63","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":4,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":4,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":4,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":4,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T05:41:39.387151Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-18T12:41:22.737748Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2404.16914","last_updated":"2024-04-25T15:39:59Z","snapshot_observed_at":"2026-07-06T18:05:46.922400Z","submitted_at":"2024-04-25T15:39:59Z","title":"Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.16914","snapshot_observed_at":"2026-08-07T05:41:39.387151Z","title":"Prediction is all moe needs: Expert load distribution goes from fluctuating to stabilizing.arXiv preprint arXiv:2404.16914, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.07366","last_updated":"2025-06-09T02:32:09Z","snapshot_observed_at":"2026-08-09T10:34:39.801838Z","submitted_at":"2025-06-09T02:32:09Z","title":"MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T05:41:39.387151Z"},"links":{"cited_paper":"/paper/2404.16914","citing_paper":"/paper/2506.07366"},"observation_digest":"sha256:70ba94bb031c496127d548a472141454b52222d8046a7ab44c401536f34b8ff7","observation_id":"101dc0ea-1848-42f2-9968-5252ba7b73d3","resolution":{"observed_at":"2026-08-07T05:41:39.387151Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.16914","last_updated":"2024-04-25T15:39:59Z","snapshot_observed_at":"2026-07-06T18:05:46.922400Z","submitted_at":"2024-04-25T15:39:59Z","title":"Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.16914","snapshot_observed_at":"2026-08-06T17:13:35.318384Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.11506","last_updated":"2025-09-08T14:03:34Z","snapshot_observed_at":"2026-08-08T23:13:35.142650Z","submitted_at":"2025-07-15T17:21:31Z","title":"ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T17:13:35.318384Z"},"links":{"cited_paper":"/paper/2404.16914","citing_paper":"/paper/2507.11506"},"observation_digest":"sha256:6db9b0dca51d2f741d0721fed4a8aa5c265c53c5208df948e1a188fbbe3817cf","observation_id":"a21b1a1a-a178-46f2-a839-25b2303dd42f","resolution":{"observed_at":"2026-08-06T17:13:35.318384Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.16914","last_updated":"2024-04-25T15:39:59Z","snapshot_observed_at":"2026-07-06T18:05:46.922400Z","submitted_at":"2024-04-25T15:39:59Z","title":"Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing","version":1},"cited_work":{"arxiv_id":"2404.16914","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2404.16914","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"0decdd8a-2c13-4e77-bb43-3c448cdbd024","year":2024},"citing_paper":{"arxiv_id":"2509.23638","last_updated":"2026-04-16T07:53:37Z","snapshot_observed_at":"2026-08-02T18:57:31.493788Z","submitted_at":"2025-09-28T04:35:12Z","title":"LayerScope: Predictive Cross-Layer Scheduling for Efficient Multi-Batch MoE Inference on Legacy Servers","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-18T12:38:31.783807Z"},"links":{"cited_paper":"/paper/2404.16914","citing_paper":"/paper/2509.23638"},"observation_digest":"sha256:7c3b0c311a33646d7dd0b6c4d8a1caa87455ebe8bb920d3d510f1d5de9e27886","observation_id":"40f14ba3-43ce-4998-b8eb-0aef4237d7da","resolution":{"observed_at":"2026-05-18T12:41:22.740444Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.16914","last_updated":"2024-04-25T15:39:59Z","snapshot_observed_at":"2026-07-06T18:05:46.922400Z","submitted_at":"2024-04-25T15:39:59Z","title":"Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.16914","snapshot_observed_at":"2026-08-01T10:29:58.058157Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.20220","last_updated":"2026-07-22T14:38:42Z","snapshot_observed_at":"2026-08-08T05:02:28.582157Z","submitted_at":"2026-07-22T14:38:42Z","title":"MoX: Efficient MoE Routing on Direct-Connect Topologies","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-01T10:29:58.058157Z"},"links":{"cited_paper":"/paper/2404.16914","citing_paper":"/paper/2607.20220"},"observation_digest":"sha256:01d28d5bfe820d44056081e2c40bb57c880e332409774dc90fff463707d7c4c3","observation_id":"750707aa-9951-46c8-98f1-bc4478b9300e","resolution":{"observed_at":"2026-08-01T10:29:58.058157Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2404.16914/citation-record","integrity":"/paper/2404.16914/integrity","json":"/paper/2404.16914/citation-record.json","paper":"/paper/2404.16914"},"outbound":[],"paper":{"arxiv_id":"2404.16914","last_updated":"2024-04-25T15:39:59Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-07-06T18:05:46.922400Z","submitted_at":"2024-04-25T15:39:59Z","title":"Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2404.16914."}