{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:OOV7SPLE2B5MDOPHBQ4FPXU4XM","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":"566f3c0ba5c4f8b1b1a6c123a70029b3c9ed99f04745a9b1aa9804b7f3038445","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2019-03-21T16:01:10Z","title_canon_sha256":"86fa4fbe12d4667df8e42dc54b86d7f59b237b570917d29f812ad6189484b27f"},"schema_version":"1.0","source":{"id":"1903.09080","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1903.09080","created_at":"2026-05-17T23:50:43Z"},{"alias_kind":"arxiv_version","alias_value":"1903.09080v1","created_at":"2026-05-17T23:50:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1903.09080","created_at":"2026-05-17T23:50:43Z"},{"alias_kind":"pith_short_12","alias_value":"OOV7SPLE2B5M","created_at":"2026-05-18T12:33:24Z"},{"alias_kind":"pith_short_16","alias_value":"OOV7SPLE2B5MDOPH","created_at":"2026-05-18T12:33:24Z"},{"alias_kind":"pith_short_8","alias_value":"OOV7SPLE","created_at":"2026-05-18T12:33:24Z"}],"graph_snapshots":[{"event_id":"sha256:f4aac546c44809ccb0eef6f4e484d12bf132505ff1c2ea052e8356d37990df60","target":"graph","created_at":"2026-05-17T23:50:43Z","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":"Shared edge computing platforms, which enable Application Service Providers (ASPs) to deploy applications in close proximity to mobile users are providing ultra-low latency and location-awareness to a rich portfolio of services. Though ubiquitous edge service provisioning, i.e., deploying the application at all possible edge sites, is always preferable, it is impractical due to often limited operational budget of ASPs. In this case, an ASP has to cautiously decide where to deploy the edge service and how much budget it is willing to use. A central issue here is that the service demand received","authors_text":"Jie Xu, Lixing Chen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2019-03-21T16:01:10Z","title":"Budget-constrained Edge Service Provisioning with Demand Estimation via Bandit Learning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1903.09080","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:cebf235c741a648507407c49eed0581f6c81a7bc4b12cab6facbc170089882f2","target":"record","created_at":"2026-05-17T23:50:43Z","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":"566f3c0ba5c4f8b1b1a6c123a70029b3c9ed99f04745a9b1aa9804b7f3038445","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2019-03-21T16:01:10Z","title_canon_sha256":"86fa4fbe12d4667df8e42dc54b86d7f59b237b570917d29f812ad6189484b27f"},"schema_version":"1.0","source":{"id":"1903.09080","kind":"arxiv","version":1}},"canonical_sha256":"73abf93d64d07ac1b9e70c3857de9cbb0461bcfd4359852be661ad69df84f29f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"73abf93d64d07ac1b9e70c3857de9cbb0461bcfd4359852be661ad69df84f29f","first_computed_at":"2026-05-17T23:50:43.246745Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:50:43.246745Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Z/VmwUKPQnSHWpn4amSjXpFb3nFm2MWBwAzivestEGy+rKMVareRUxPhMuU07KTjkIZdch0GtQqD0ZlIBsiYBw==","signature_status":"signed_v1","signed_at":"2026-05-17T23:50:43.247115Z","signed_message":"canonical_sha256_bytes"},"source_id":"1903.09080","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cebf235c741a648507407c49eed0581f6c81a7bc4b12cab6facbc170089882f2","sha256:f4aac546c44809ccb0eef6f4e484d12bf132505ff1c2ea052e8356d37990df60"],"state_sha256":"13da0e28c71e802aa06ddd644db67e6b8d45f04f7012b81320a8fe09cf224ea5"}