{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:OTWWHD73BFZJJZDQKTLX2H4RZ2","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":"8e8b092fdfecbbe6bd0ea604c95149f5efac439351ff8766b8086efdda359604","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2024-01-18T18:55:27Z","title_canon_sha256":"f05ef651fca79b09a51bc2831775a2a6863d7bc11840862e715a320888bec7a5"},"schema_version":"1.0","source":{"id":"2401.10214","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2401.10214","created_at":"2026-07-05T07:35:08Z"},{"alias_kind":"arxiv_version","alias_value":"2401.10214v1","created_at":"2026-07-05T07:35:08Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.10214","created_at":"2026-07-05T07:35:08Z"},{"alias_kind":"pith_short_12","alias_value":"OTWWHD73BFZJ","created_at":"2026-07-05T07:35:08Z"},{"alias_kind":"pith_short_16","alias_value":"OTWWHD73BFZJJZDQ","created_at":"2026-07-05T07:35:08Z"},{"alias_kind":"pith_short_8","alias_value":"OTWWHD73","created_at":"2026-07-05T07:35:08Z"}],"graph_snapshots":[{"event_id":"sha256:b9684f31feb56daf0a4774d491dc8d43cd6b403911f2ac77843361d027248d45","target":"graph","created_at":"2026-07-05T07:35:08Z","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/2401.10214/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Semantic Communication (SemCom) systems, empowered by deep learning (DL), represent a paradigm shift in data transmission. These systems prioritize the significance of content over sheer data volume. However, existing SemCom designs face challenges when applied to diverse computational capabilities and network conditions, particularly in time-sensitive applications. A key challenge is the assumption that diverse devices can uniformly benefit from a standard, large DL model in SemCom systems. This assumption becomes increasingly impractical, especially in high-speed, high-reliability applicatio","authors_text":"Abdullatif Albaseer, Mohamed Abdallah","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2024-01-18T18:55:27Z","title":"Tailoring Semantic Communication at Network Edge: A Novel Approach Using Dynamic Knowledge Distillation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.10214","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":"sha256:10e91e945b5d5f6e5262f3ad42d9dc886c84fd44c59d435c49ec07cf466c2d72","target":"record","created_at":"2026-07-05T07:35:08Z","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":"8e8b092fdfecbbe6bd0ea604c95149f5efac439351ff8766b8086efdda359604","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2024-01-18T18:55:27Z","title_canon_sha256":"f05ef651fca79b09a51bc2831775a2a6863d7bc11840862e715a320888bec7a5"},"schema_version":"1.0","source":{"id":"2401.10214","kind":"arxiv","version":1}},"canonical_sha256":"74ed638ffb097294e47054d77d1f91cea89d54dd69fc3c6a9ffbcaf8616ad39b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"74ed638ffb097294e47054d77d1f91cea89d54dd69fc3c6a9ffbcaf8616ad39b","first_computed_at":"2026-07-05T07:35:08.282421Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:35:08.282421Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"0rzlNX4wkJBZfrBjrdosnEkTEAAAxe1gk12+jbVNW73JVnO8MteYSb8dDTfgo8Sfpsj45ARxtDyODHF77/K1Cw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:35:08.282896Z","signed_message":"canonical_sha256_bytes"},"source_id":"2401.10214","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:10e91e945b5d5f6e5262f3ad42d9dc886c84fd44c59d435c49ec07cf466c2d72","sha256:b9684f31feb56daf0a4774d491dc8d43cd6b403911f2ac77843361d027248d45"],"state_sha256":"a7b9d209adbdbe8dd6198d67afbe523d51013898eeb38c1ff6cb4e2321b9b642"}