{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:N6LFWP3GV5K4KTTDWZ266EQXJZ","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":"9d3ec5e76aaaf777cd105ec0f998311c6520d179e482d6b6250458d33f6685e6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2026-06-29T14:44:24Z","title_canon_sha256":"067989e593b82bde112658d01954fc1b08ebb3c06f413bc256cc30a517c85fe9"},"schema_version":"1.0","source":{"id":"2606.30391","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.30391","created_at":"2026-06-30T02:18:13Z"},{"alias_kind":"arxiv_version","alias_value":"2606.30391v1","created_at":"2026-06-30T02:18:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.30391","created_at":"2026-06-30T02:18:13Z"},{"alias_kind":"pith_short_12","alias_value":"N6LFWP3GV5K4","created_at":"2026-06-30T02:18:13Z"},{"alias_kind":"pith_short_16","alias_value":"N6LFWP3GV5K4KTTD","created_at":"2026-06-30T02:18:13Z"},{"alias_kind":"pith_short_8","alias_value":"N6LFWP3G","created_at":"2026-06-30T02:18:13Z"}],"graph_snapshots":[{"event_id":"sha256:f3f34edcd42f77577a9ac7928dc6b391acd3910d9c3ee298b1f9682912a39d2e","target":"graph","created_at":"2026-06-30T02:18:13Z","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/2606.30391/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As LLM inference becomes a major cloud workload, its growing energy footprint makes cluster-wide energy optimization increasingly important. Serverless LLM serving helps platforms absorb traffic volatility by elastically sharing GPU resources across models, but this sharing also makes energy optimization difficult. Multiple co-resident models run under one device-wide operating point, while their resource demands and latency slack change across execution phases and load conditions. As a result, minimizing energy requires coordinated scheduling across request placement, runtime resource adaptat","authors_text":"Aditya Dhakal, Dejan Milojicic, Gourav Rattihalli, Longfei Shangguan, Tianyu Wang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2026-06-29T14:44:24Z","title":"Energy-Aware Scheduling for Serverless LLM Serving on Shared GPUs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.30391","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":"sha256:17325ec275f86d8046d665ae072f255bd56bd539041960893e138fc64b2e1281","target":"record","created_at":"2026-06-30T02:18:13Z","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":"9d3ec5e76aaaf777cd105ec0f998311c6520d179e482d6b6250458d33f6685e6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2026-06-29T14:44:24Z","title_canon_sha256":"067989e593b82bde112658d01954fc1b08ebb3c06f413bc256cc30a517c85fe9"},"schema_version":"1.0","source":{"id":"2606.30391","kind":"arxiv","version":1}},"canonical_sha256":"6f965b3f66af55c54e63b675ef12174e7aa45970d4b06b1426de9823980e78ca","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6f965b3f66af55c54e63b675ef12174e7aa45970d4b06b1426de9823980e78ca","first_computed_at":"2026-06-30T02:18:13.321244Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-30T02:18:13.321244Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"lXhYBoDT36hEEYHU+E0+mcxequHw+ZogIjph/dd/oYTTEi7ERgpRpGG4S7l1Vs0Wxv2SsdFIrDHDRUAmKoT2DQ==","signature_status":"signed_v1","signed_at":"2026-06-30T02:18:13.321756Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.30391","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:17325ec275f86d8046d665ae072f255bd56bd539041960893e138fc64b2e1281","sha256:f3f34edcd42f77577a9ac7928dc6b391acd3910d9c3ee298b1f9682912a39d2e"],"state_sha256":"c054247e2341417a5137d6d12771db23411a1f9a9694dfb320567e80fac74629"}