{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:CYXY735Y5TJIBQS3BHGNKECPMH","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":"9f0673f2457d3552b0cc751a90f6eb35258c2a34e47728345cbc0715026f82eb","cross_cats_sorted":["cs.AI","cs.DS","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2017-03-01T20:09:43Z","title_canon_sha256":"e983a3628763e78bcd981879423cd881d762f5f71d243b7b3334e7d3b2722716"},"schema_version":"1.0","source":{"id":"1703.00484","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1703.00484","created_at":"2026-05-18T00:49:41Z"},{"alias_kind":"arxiv_version","alias_value":"1703.00484v1","created_at":"2026-05-18T00:49:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1703.00484","created_at":"2026-05-18T00:49:41Z"},{"alias_kind":"pith_short_12","alias_value":"CYXY735Y5TJI","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_16","alias_value":"CYXY735Y5TJIBQS3","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_8","alias_value":"CYXY735Y","created_at":"2026-05-18T12:31:10Z"}],"graph_snapshots":[{"event_id":"sha256:d90eaa7dedb57bd3f1fe579cf5d6cf065694a1c3dd1b1edf2d2c6bfcac839086","target":"graph","created_at":"2026-05-18T00:49:41Z","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":"We consider a scheduling problem where a cloud service provider has multiple units of a resource available over time. Selfish clients submit jobs, each with an arrival time, deadline, length, and value. The service provider's goal is to implement a truthful online mechanism for scheduling jobs so as to maximize the social welfare of the schedule. Recent work shows that under a stochastic assumption on job arrivals, there is a single-parameter family of mechanisms that achieves near-optimal social welfare. We show that given any such family of near-optimal online mechanisms, there exists an onl","authors_text":"Janardhan Kulkarni, Nikhil Devanur, Rad Niazadeh, Shuchi Chawla","cross_cats":["cs.AI","cs.DS","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2017-03-01T20:09:43Z","title":"Truth and Regret in Online Scheduling"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1703.00484","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":"sha256:6b0b014244a084bc0cac72e8096db9f37060a2fe3c1bcdb65b1f466d9fc5cc1f","target":"record","created_at":"2026-05-18T00:49:41Z","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":"9f0673f2457d3552b0cc751a90f6eb35258c2a34e47728345cbc0715026f82eb","cross_cats_sorted":["cs.AI","cs.DS","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2017-03-01T20:09:43Z","title_canon_sha256":"e983a3628763e78bcd981879423cd881d762f5f71d243b7b3334e7d3b2722716"},"schema_version":"1.0","source":{"id":"1703.00484","kind":"arxiv","version":1}},"canonical_sha256":"162f8fefb8ecd280c25b09ccd5104f61fb5fca290c534698992a3fd538a29674","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"162f8fefb8ecd280c25b09ccd5104f61fb5fca290c534698992a3fd538a29674","first_computed_at":"2026-05-18T00:49:41.550613Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:49:41.550613Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"eYdcO+WHDwshz1YCeqsTacUjRTW0kT/1S51V85fsWKWkj3FK6i+FiR3OxMVfNdLLhOWK/9X2k+lPjSILWZGtAg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:49:41.551111Z","signed_message":"canonical_sha256_bytes"},"source_id":"1703.00484","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6b0b014244a084bc0cac72e8096db9f37060a2fe3c1bcdb65b1f466d9fc5cc1f","sha256:d90eaa7dedb57bd3f1fe579cf5d6cf065694a1c3dd1b1edf2d2c6bfcac839086"],"state_sha256":"130c0e71bc08af81d138a0ace48525ebe7b57762ce96954b0a4b4576a3aa25fe"}