{"as_of":"2026-08-21T14:59:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:d3db479ed4fbc26e50d6f7d53552fd2f48368f77fe6a0a9e9507ac0251b46adb","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":3,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":3,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-21T06:32:19.484+00:00","state":"measured"},{"denominator":3,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":3,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-16T11:25:34.372035Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"arxiv_reference","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":4,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2409.03384","last_updated":"2024-09-05T09:43:25Z","snapshot_observed_at":"2026-08-21T08:17:53.713745Z","submitted_at":"2024-09-05T09:43:25Z","title":"Hardware Acceleration of LLMs: A comprehensive survey and comparison","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.03384","snapshot_observed_at":"2026-08-16T11:25:34.372035Z","title":"Hardware acceleration of llms: A comprehen- sive survey and comparison,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2504.15721","last_updated":"2025-04-22T09:11:21Z","snapshot_observed_at":"2026-08-18T00:51:50.323494Z","submitted_at":"2025-04-22T09:11:21Z","title":"BBAL: A Bidirectional Block Floating Point-Based Quantisation Accelerator for Large Language Models","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-16T11:25:34.372035Z"},"links":{"cited_paper":"/paper/2409.03384","citing_paper":"/paper/2504.15721"},"observation_digest":"sha256:edd2230d3d15b6674161a465484de3af5110ed93fa00c162e9298047a0e177fb","observation_id":"0657d70c-d9d3-486f-849e-0f069ac08e59","resolution":{"observed_at":"2026-08-16T11:25:34.372035Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.03384","last_updated":"2024-09-05T09:43:25Z","snapshot_observed_at":"2026-08-21T08:17:53.713745Z","submitted_at":"2024-09-05T09:43:25Z","title":"Hardware Acceleration of LLMs: A comprehensive survey and comparison","version":1},"cited_work":{"arxiv_id":"2409.03384","doi":"10.48550/arxiv.2409.03384","metadata_source":"arxiv_reference","pith_arxiv_id":"2409.03384","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Hardware acceleration of llms: A comprehen- sive survey and comparison","venue":"arXiv (Cornell University)","work_id":"f8ffb3fa-09c0-4ee7-ba4d-539a0d550e4a","year":2024},"citing_paper":{"arxiv_id":"2604.22935","last_updated":"2026-04-24T18:13:32Z","snapshot_observed_at":"2026-08-16T20:22:46.800144Z","submitted_at":"2026-04-24T18:13:32Z","title":"Secure eFPGA-Enabled Edge LLM Inference: Architectural and Hardware Countermeasures","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-08T11:36:15.793597Z"},"links":{"cited_paper":"/paper/2409.03384","citing_paper":"/paper/2604.22935"},"observation_digest":"sha256:97be5b7b7916238883047a64f5ddebf8532bba67bc07be20fe653e65aec15a63","observation_id":"e7c0e2d0-b36e-427b-bf42-3ac2f1e72714","resolution":{"observed_at":"2026-05-11T19:36:13.174072Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.03384","last_updated":"2024-09-05T09:43:25Z","snapshot_observed_at":"2026-08-21T08:17:53.713745Z","submitted_at":"2024-09-05T09:43:25Z","title":"Hardware Acceleration of LLMs: A comprehensive survey and comparison","version":1},"cited_work":{"arxiv_id":"2409.03384","doi":"10.48550/arxiv.2409.03384","metadata_source":"arxiv_reference","pith_arxiv_id":"2409.03384","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Hardware acceleration of llms: A comprehen- sive survey and comparison","venue":"arXiv (Cornell University)","work_id":"f8ffb3fa-09c0-4ee7-ba4d-539a0d550e4a","year":2024},"citing_paper":{"arxiv_id":"2605.04178","last_updated":"2026-05-05T18:17:13Z","snapshot_observed_at":"2026-08-16T20:22:02.804441Z","submitted_at":"2026-05-05T18:17:13Z","title":"Microbenchmark-Driven Analytical Performance Modeling Across Modern GPU Architectures","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-08T18:23:44.730845Z"},"links":{"cited_paper":"/paper/2409.03384","citing_paper":"/paper/2605.04178"},"observation_digest":"sha256:cb9eda04329d14b3e445fc18446079d92384c06d182884307a27a207b2f48e39","observation_id":"f5b38b43-3d7d-4759-9351-b5b24c637693","resolution":{"observed_at":"2026-05-08T18:23:55.050910Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2409.03384/citation-record","integrity":"/paper/2409.03384/integrity","json":"/paper/2409.03384/citation-record.json","paper":"/paper/2409.03384"},"outbound":[],"paper":{"arxiv_id":"2409.03384","last_updated":"2024-09-05T09:43:25Z","latest_version":1,"primary_category":"cs.AR","snapshot_observed_at":"2026-08-21T08:17:53.713745Z","submitted_at":"2024-09-05T09:43:25Z","title":"Hardware Acceleration of LLMs: A comprehensive survey and comparison"},"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":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"thesis":"As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2409.03384."}