{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:Z2IGS7P77NYSGYQKY5H3AP6TWU","short_pith_number":"pith:Z2IGS7P7","canonical_record":{"source":{"id":"2603.15202","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2026-03-16T12:43:32Z","cross_cats_sorted":["cs.OS"],"title_canon_sha256":"c90aa142b018a3860278e5e75ca828ea234d068391b2680d31b907a351e5eaf8","abstract_canon_sha256":"885896db98a848f2c9679341363dc7c93be109b99b4ecce5e8b97579d994ca31"},"schema_version":"1.0"},"canonical_sha256":"ce90697dfffb7123620ac74fb03fd3b5246c5ee5dc8cfc89b12ea644363fe893","source":{"kind":"arxiv","id":"2603.15202","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2603.15202","created_at":"2026-06-08T01:04:01Z"},{"alias_kind":"arxiv_version","alias_value":"2603.15202v3","created_at":"2026-06-08T01:04:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2603.15202","created_at":"2026-06-08T01:04:01Z"},{"alias_kind":"pith_short_12","alias_value":"Z2IGS7P77NYS","created_at":"2026-06-08T01:04:01Z"},{"alias_kind":"pith_short_16","alias_value":"Z2IGS7P77NYSGYQK","created_at":"2026-06-08T01:04:01Z"},{"alias_kind":"pith_short_8","alias_value":"Z2IGS7P7","created_at":"2026-06-08T01:04:01Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:Z2IGS7P77NYSGYQKY5H3AP6TWU","target":"record","payload":{"canonical_record":{"source":{"id":"2603.15202","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2026-03-16T12:43:32Z","cross_cats_sorted":["cs.OS"],"title_canon_sha256":"c90aa142b018a3860278e5e75ca828ea234d068391b2680d31b907a351e5eaf8","abstract_canon_sha256":"885896db98a848f2c9679341363dc7c93be109b99b4ecce5e8b97579d994ca31"},"schema_version":"1.0"},"canonical_sha256":"ce90697dfffb7123620ac74fb03fd3b5246c5ee5dc8cfc89b12ea644363fe893","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-08T01:04:01.219485Z","signature_b64":"Kdau3pjV9KWFQvsw9jQinJANUmos/8/ofd0YA8YXVlcC6c+nSGtMA/kbz65NzFnEp6UEGl1ZSDOz721mhZKzCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ce90697dfffb7123620ac74fb03fd3b5246c5ee5dc8cfc89b12ea644363fe893","last_reissued_at":"2026-06-08T01:04:01.218598Z","signature_status":"signed_v1","first_computed_at":"2026-06-08T01:04:01.218598Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2603.15202","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-08T01:04:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"K1K0NUzfAeVcTwgI59ZtFaqX2oP7oojOOdTLIvLixhz0IBpNFGGqZvtj5nwcd6fThc2SmwmOr0T3Qfk0vaQcAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T06:51:48.772628Z"},"content_sha256":"cdb32a278b314e17f79b8681ca66309d2ad0cd52aca7c5eb33a7184b2f4e6232","schema_version":"1.0","event_id":"sha256:cdb32a278b314e17f79b8681ca66309d2ad0cd52aca7c5eb33a7184b2f4e6232"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:Z2IGS7P77NYSGYQKY5H3AP6TWU","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Simple is Better: Multiplication May Be All You Need for LLM Request Scheduling","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.OS"],"primary_cat":"cs.DC","authors_text":"Chenguang Fang, Dingyan Zhang, Jinbo Han, Jingren Zhou, Kaixi Zhang, Rong chen, Sijie Shen, Wenyuan Yu, Xingda Wei","submitted_at":"2026-03-16T12:43:32Z","abstract_excerpt":"High-quality LLM request scheduling requires meeting two key objectives: ensuring the routed instance has KVCache to accelerate request execution, and ensuring that the workload is balanced across instances. Achieving both objectives is challenging because pursuing one may compromise the other. Current approaches use various combinators (e.g., linear combinations) to compute a scheduling score that combines indicators for the two objectives. These approaches are complex: they either require significant workload-specific hyperparameter tuning or model-hardware-aware simulator development, yet c"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2603.15202","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2603.15202/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-08T01:04:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"A9MZdYHejdbzPMOsKLFtHROTZipL8cWme9V5X7EeNbhjxMao+5yTJieiVDsdCrk70Z53WU1EdSHE6bEQ8bx/AQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T06:51:48.773195Z"},"content_sha256":"ac91118d589509cc3a88fba935d7b8690d7bd0a12f716c93431141d4da8458f7","schema_version":"1.0","event_id":"sha256:ac91118d589509cc3a88fba935d7b8690d7bd0a12f716c93431141d4da8458f7"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/Z2IGS7P77NYSGYQKY5H3AP6TWU/bundle.json","state_url":"https://pith.science/pith/Z2IGS7P77NYSGYQKY5H3AP6TWU/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/Z2IGS7P77NYSGYQKY5H3AP6TWU/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-04T06:51:48Z","links":{"resolver":"https://pith.science/pith/Z2IGS7P77NYSGYQKY5H3AP6TWU","bundle":"https://pith.science/pith/Z2IGS7P77NYSGYQKY5H3AP6TWU/bundle.json","state":"https://pith.science/pith/Z2IGS7P77NYSGYQKY5H3AP6TWU/state.json","well_known_bundle":"https://pith.science/.well-known/pith/Z2IGS7P77NYSGYQKY5H3AP6TWU/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:Z2IGS7P77NYSGYQKY5H3AP6TWU","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":"885896db98a848f2c9679341363dc7c93be109b99b4ecce5e8b97579d994ca31","cross_cats_sorted":["cs.OS"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2026-03-16T12:43:32Z","title_canon_sha256":"c90aa142b018a3860278e5e75ca828ea234d068391b2680d31b907a351e5eaf8"},"schema_version":"1.0","source":{"id":"2603.15202","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2603.15202","created_at":"2026-06-08T01:04:01Z"},{"alias_kind":"arxiv_version","alias_value":"2603.15202v3","created_at":"2026-06-08T01:04:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2603.15202","created_at":"2026-06-08T01:04:01Z"},{"alias_kind":"pith_short_12","alias_value":"Z2IGS7P77NYS","created_at":"2026-06-08T01:04:01Z"},{"alias_kind":"pith_short_16","alias_value":"Z2IGS7P77NYSGYQK","created_at":"2026-06-08T01:04:01Z"},{"alias_kind":"pith_short_8","alias_value":"Z2IGS7P7","created_at":"2026-06-08T01:04:01Z"}],"graph_snapshots":[{"event_id":"sha256:ac91118d589509cc3a88fba935d7b8690d7bd0a12f716c93431141d4da8458f7","target":"graph","created_at":"2026-06-08T01:04:01Z","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/2603.15202/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"High-quality LLM request scheduling requires meeting two key objectives: ensuring the routed instance has KVCache to accelerate request execution, and ensuring that the workload is balanced across instances. Achieving both objectives is challenging because pursuing one may compromise the other. Current approaches use various combinators (e.g., linear combinations) to compute a scheduling score that combines indicators for the two objectives. These approaches are complex: they either require significant workload-specific hyperparameter tuning or model-hardware-aware simulator development, yet c","authors_text":"Chenguang Fang, Dingyan Zhang, Jinbo Han, Jingren Zhou, Kaixi Zhang, Rong chen, Sijie Shen, Wenyuan Yu, Xingda Wei","cross_cats":["cs.OS"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2026-03-16T12:43:32Z","title":"Simple is Better: Multiplication May Be All You Need for LLM Request Scheduling"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2603.15202","kind":"arxiv","version":3},"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:cdb32a278b314e17f79b8681ca66309d2ad0cd52aca7c5eb33a7184b2f4e6232","target":"record","created_at":"2026-06-08T01:04:01Z","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":"885896db98a848f2c9679341363dc7c93be109b99b4ecce5e8b97579d994ca31","cross_cats_sorted":["cs.OS"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2026-03-16T12:43:32Z","title_canon_sha256":"c90aa142b018a3860278e5e75ca828ea234d068391b2680d31b907a351e5eaf8"},"schema_version":"1.0","source":{"id":"2603.15202","kind":"arxiv","version":3}},"canonical_sha256":"ce90697dfffb7123620ac74fb03fd3b5246c5ee5dc8cfc89b12ea644363fe893","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ce90697dfffb7123620ac74fb03fd3b5246c5ee5dc8cfc89b12ea644363fe893","first_computed_at":"2026-06-08T01:04:01.218598Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-08T01:04:01.218598Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Kdau3pjV9KWFQvsw9jQinJANUmos/8/ofd0YA8YXVlcC6c+nSGtMA/kbz65NzFnEp6UEGl1ZSDOz721mhZKzCw==","signature_status":"signed_v1","signed_at":"2026-06-08T01:04:01.219485Z","signed_message":"canonical_sha256_bytes"},"source_id":"2603.15202","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cdb32a278b314e17f79b8681ca66309d2ad0cd52aca7c5eb33a7184b2f4e6232","sha256:ac91118d589509cc3a88fba935d7b8690d7bd0a12f716c93431141d4da8458f7"],"state_sha256":"3777213089ee898dbdfd888dbc496691710fb0f2e0ef6326fbddbd0a9a0d255b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"NEGPwFh+FGxL34Y7EBX+qN9j05EclM8sish7Q5whk/dQQZ7Stdd2qy9DlDgG5hO5z/SEg7jI8qx7hjUH05qwAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-04T06:51:48.779179Z","bundle_sha256":"21bcd068bb1a1600f3e7f0679b4f36c6f5464b6785e96fec1971c7356d5b36d5"}}