{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:GZHFRILH3NK72ZX4HWAKEIIMTG","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":"ec0c85b06f1782ad253b3da1b98147d43cc32f5160eb68aa177cdaa3a05c596b","cross_cats_sorted":["cs.IT","math.IT"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2016-01-12T21:17:23Z","title_canon_sha256":"153ee1857d2d8f3a0c2c53f1e3a5577c59a3179c3af217ccd57da13473032796"},"schema_version":"1.0","source":{"id":"1601.03061","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1601.03061","created_at":"2026-05-18T01:16:24Z"},{"alias_kind":"arxiv_version","alias_value":"1601.03061v2","created_at":"2026-05-18T01:16:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1601.03061","created_at":"2026-05-18T01:16:24Z"},{"alias_kind":"pith_short_12","alias_value":"GZHFRILH3NK7","created_at":"2026-05-18T12:30:19Z"},{"alias_kind":"pith_short_16","alias_value":"GZHFRILH3NK72ZX4","created_at":"2026-05-18T12:30:19Z"},{"alias_kind":"pith_short_8","alias_value":"GZHFRILH","created_at":"2026-05-18T12:30:19Z"}],"graph_snapshots":[{"event_id":"sha256:51f93310319be56e3d01bdad5fb76166b574380bdfb1655148d4b51c1eb29896","target":"graph","created_at":"2026-05-18T01:16:24Z","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"},"paper":{"abstract_excerpt":"The sensory traffic in Machine-to-Machine (M2M) communications has fairly heterogeneous service delay requirements. Therefore, we study the delay-performance of a heterogeneous M2M uplink from the sensors to a M2M application server (AS) via M2M aggregators (MA). We classify the heterogeneous M2M traffic aggregated at AS into multiple Periodic Update (PU) and Event Driven (ED) classes. The PU arrivals are periodic and need to be processed by a prespecified firm service deadline whereas the ED arrivals are random with firm or soft real-time or non real-time service requirements. We use step and","authors_text":"Ahmed Abdelhadi, Akshay Kumar, Charles Clancy","cross_cats":["cs.IT","math.IT"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2016-01-12T21:17:23Z","title":"A Delay Efficient Multiclass Packet Scheduler for Heterogeneous M2M Uplink"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1601.03061","kind":"arxiv","version":2},"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":"sha256:494f942bc2e419eb47f3da435ca6a4d7e52a822a90849cd11b6536e32f58c297","target":"record","created_at":"2026-05-18T01:16:24Z","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":"ec0c85b06f1782ad253b3da1b98147d43cc32f5160eb68aa177cdaa3a05c596b","cross_cats_sorted":["cs.IT","math.IT"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2016-01-12T21:17:23Z","title_canon_sha256":"153ee1857d2d8f3a0c2c53f1e3a5577c59a3179c3af217ccd57da13473032796"},"schema_version":"1.0","source":{"id":"1601.03061","kind":"arxiv","version":2}},"canonical_sha256":"364e58a167db55fd66fc3d80a2210c99b5dba36e36c2e88d06eac1dbc5feb321","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"364e58a167db55fd66fc3d80a2210c99b5dba36e36c2e88d06eac1dbc5feb321","first_computed_at":"2026-05-18T01:16:24.387009Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:16:24.387009Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"lKCod43F0KXjBH0AKbSB039DlS60lkhDCnz3HSpele6g9/nQY+MyEJW0CrCQ8AEzkKKVKDY6xb89jZjgNxWYBQ==","signature_status":"signed_v1","signed_at":"2026-05-18T01:16:24.387520Z","signed_message":"canonical_sha256_bytes"},"source_id":"1601.03061","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:494f942bc2e419eb47f3da435ca6a4d7e52a822a90849cd11b6536e32f58c297","sha256:51f93310319be56e3d01bdad5fb76166b574380bdfb1655148d4b51c1eb29896"],"state_sha256":"83236fe50789b6baf5b5bb3adbdd3542f9700621557c1593fef90d3585fa22d8"}