{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:GQAY42BJRGB64VSPKT5GLGRRAX","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":"1bc9a5042197a2608b0d2b60d8ccf9e064ee1d7a4e10019969c5e3db06cbe203","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2018-12-11T17:57:16Z","title_canon_sha256":"2742a2c46546cfa22e2dcfebda1f6f9b35f3ce5247a213ebfbcc1b1146ff456b"},"schema_version":"1.0","source":{"id":"1812.04575","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1812.04575","created_at":"2026-05-17T23:58:31Z"},{"alias_kind":"arxiv_version","alias_value":"1812.04575v1","created_at":"2026-05-17T23:58:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1812.04575","created_at":"2026-05-17T23:58:31Z"},{"alias_kind":"pith_short_12","alias_value":"GQAY42BJRGB6","created_at":"2026-05-18T12:32:25Z"},{"alias_kind":"pith_short_16","alias_value":"GQAY42BJRGB64VSP","created_at":"2026-05-18T12:32:25Z"},{"alias_kind":"pith_short_8","alias_value":"GQAY42BJ","created_at":"2026-05-18T12:32:25Z"}],"graph_snapshots":[{"event_id":"sha256:455ab80db59765f91dc8b8dcdd498279bb1d903bef06d38a75b1c17e92a444c2","target":"graph","created_at":"2026-05-17T23:58:31Z","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":"Vehicular Cloud Computing (VCC) is a new technological shift which exploits the computation and storage resources on vehicles for computational service provisioning. Spare on-board resources are pooled by a VCC operator, e.g. a roadside unit, to complete task requests using the vehicle-as-a-resource framework. In this paper, we investigate timely service provisioning for deadline-constrained tasks in VCC systems by leveraging the task replication technique (i.e., allowing one task to be executed by several server vehicles). A learning-based algorithm, called DATE-V (Deadline-Aware Task rEplica","authors_text":"Jie Xu, Lixing Chen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2018-12-11T17:57:16Z","title":"Task Offloading and Replication for Vehicular Cloud Computing: A Multi-Armed Bandit Approach"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1812.04575","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:d89915dab45a0636c7536da1311b5d068aaf1b9650cb7190270bae3ed338616d","target":"record","created_at":"2026-05-17T23:58:31Z","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":"1bc9a5042197a2608b0d2b60d8ccf9e064ee1d7a4e10019969c5e3db06cbe203","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2018-12-11T17:57:16Z","title_canon_sha256":"2742a2c46546cfa22e2dcfebda1f6f9b35f3ce5247a213ebfbcc1b1146ff456b"},"schema_version":"1.0","source":{"id":"1812.04575","kind":"arxiv","version":1}},"canonical_sha256":"34018e68298983ee564f54fa659a3105f14c4a0cfe906cc48aa6442666144557","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"34018e68298983ee564f54fa659a3105f14c4a0cfe906cc48aa6442666144557","first_computed_at":"2026-05-17T23:58:31.690069Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:58:31.690069Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"deJ8t8MwnNrW605irs4QUKyZoz7L4Aa6SG56duI0NtdPbySWhdbwgZNtVIdTRvDnJzny8/RiWml0ObiIcz9YBw==","signature_status":"signed_v1","signed_at":"2026-05-17T23:58:31.690762Z","signed_message":"canonical_sha256_bytes"},"source_id":"1812.04575","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d89915dab45a0636c7536da1311b5d068aaf1b9650cb7190270bae3ed338616d","sha256:455ab80db59765f91dc8b8dcdd498279bb1d903bef06d38a75b1c17e92a444c2"],"state_sha256":"d7fcc58972352377083b466a3263a7634f807b9ebcd4c0f5a1731ae790e87524"}