{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2011:JVLHXDK63CXK5M5CPG2KC67PS2","short_pith_number":"pith:JVLHXDK6","canonical_record":{"source":{"id":"1105.1361","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2011-05-06T19:13:00Z","cross_cats_sorted":["cs.IT","math.IT","math.OC","stat.TH"],"title_canon_sha256":"e65810edf99d1c3db5dacc36fdabd9a5de345bec044ca695c0efe39b6007982d","abstract_canon_sha256":"b0e0d9de23a965b675500cd092dcb7fc53e3442820f2a365ed9485611f4c4ee3"},"schema_version":"1.0"},"canonical_sha256":"4d567b8d5ed8aeaeb3a279b4a17bef968b6d77e88a665be75d3387ef7576a166","source":{"kind":"arxiv","id":"1105.1361","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1105.1361","created_at":"2026-05-18T04:07:54Z"},{"alias_kind":"arxiv_version","alias_value":"1105.1361v3","created_at":"2026-05-18T04:07:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1105.1361","created_at":"2026-05-18T04:07:54Z"},{"alias_kind":"pith_short_12","alias_value":"JVLHXDK63CXK","created_at":"2026-05-18T12:26:32Z"},{"alias_kind":"pith_short_16","alias_value":"JVLHXDK63CXK5M5C","created_at":"2026-05-18T12:26:32Z"},{"alias_kind":"pith_short_8","alias_value":"JVLHXDK6","created_at":"2026-05-18T12:26:32Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2011:JVLHXDK63CXK5M5CPG2KC67PS2","target":"record","payload":{"canonical_record":{"source":{"id":"1105.1361","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2011-05-06T19:13:00Z","cross_cats_sorted":["cs.IT","math.IT","math.OC","stat.TH"],"title_canon_sha256":"e65810edf99d1c3db5dacc36fdabd9a5de345bec044ca695c0efe39b6007982d","abstract_canon_sha256":"b0e0d9de23a965b675500cd092dcb7fc53e3442820f2a365ed9485611f4c4ee3"},"schema_version":"1.0"},"canonical_sha256":"4d567b8d5ed8aeaeb3a279b4a17bef968b6d77e88a665be75d3387ef7576a166","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T04:07:54.089201Z","signature_b64":"hujb4oWWSeikoQs8cfY2GwtmPepuH8qI8JB2Jm7Kug9lbLsy2A2fAm561KeTPkPpksoC/HZgxinBd5UPI4ahDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"4d567b8d5ed8aeaeb3a279b4a17bef968b6d77e88a665be75d3387ef7576a166","last_reissued_at":"2026-05-18T04:07:54.088681Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T04:07:54.088681Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1105.1361","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":"2026-05-18T04:07:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"laue4FSuvnhbc00uUNYQ3J7iD/eCa3xIIDByNwmORHWD4jAOAgf+CE/M+Ppeerwr3PeZXSUEQ9HJT4u3TtqyDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-04T15:58:04.329476Z"},"content_sha256":"e185c7acd5dff93a740251dcd5f8dbbed8c3f7f15e37bf58d50caee5049a70dc","schema_version":"1.0","event_id":"sha256:e185c7acd5dff93a740251dcd5f8dbbed8c3f7f15e37bf58d50caee5049a70dc"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2011:JVLHXDK63CXK5M5CPG2KC67PS2","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Data-Efficient Quickest Change Detection with On-Off Observation Control","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.IT","math.IT","math.OC","stat.TH"],"primary_cat":"math.ST","authors_text":"Taposh Banerjee, Venugopal V. Veeravalli","submitted_at":"2011-05-06T19:13:00Z","abstract_excerpt":"In this paper we extend the Shiryaev's quickest change detection formulation by also accounting for the cost of observations used before the change point. The observation cost is captured through the average number of observations used in the detection process before the change occurs. The objective is to select an on-off observation control policy, that decides whether or not to take a given observation, along with the stopping time at which the change is declared, so as to minimize the average detection delay, subject to constraints on both the probability of false alarm and the observation "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1105.1361","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":""},"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":"2026-05-18T04:07:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WHuwJvn1LJq3F8WFwPJI795qs/SXrNH2yOgihUTehukhShLx9xvJ6B7QbPt794ZaPi5NWSkbR/9u0oivB9HBDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-04T15:58:04.329842Z"},"content_sha256":"23c231d3e7852800ebdb5cfde5876f5259db9ae57330c7bea8cc113313f60a0f","schema_version":"1.0","event_id":"sha256:23c231d3e7852800ebdb5cfde5876f5259db9ae57330c7bea8cc113313f60a0f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/JVLHXDK63CXK5M5CPG2KC67PS2/bundle.json","state_url":"https://pith.science/pith/JVLHXDK63CXK5M5CPG2KC67PS2/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/JVLHXDK63CXK5M5CPG2KC67PS2/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":"2026-06-04T15:58:04Z","links":{"resolver":"https://pith.science/pith/JVLHXDK63CXK5M5CPG2KC67PS2","bundle":"https://pith.science/pith/JVLHXDK63CXK5M5CPG2KC67PS2/bundle.json","state":"https://pith.science/pith/JVLHXDK63CXK5M5CPG2KC67PS2/state.json","well_known_bundle":"https://pith.science/.well-known/pith/JVLHXDK63CXK5M5CPG2KC67PS2/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2011:JVLHXDK63CXK5M5CPG2KC67PS2","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":"b0e0d9de23a965b675500cd092dcb7fc53e3442820f2a365ed9485611f4c4ee3","cross_cats_sorted":["cs.IT","math.IT","math.OC","stat.TH"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2011-05-06T19:13:00Z","title_canon_sha256":"e65810edf99d1c3db5dacc36fdabd9a5de345bec044ca695c0efe39b6007982d"},"schema_version":"1.0","source":{"id":"1105.1361","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1105.1361","created_at":"2026-05-18T04:07:54Z"},{"alias_kind":"arxiv_version","alias_value":"1105.1361v3","created_at":"2026-05-18T04:07:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1105.1361","created_at":"2026-05-18T04:07:54Z"},{"alias_kind":"pith_short_12","alias_value":"JVLHXDK63CXK","created_at":"2026-05-18T12:26:32Z"},{"alias_kind":"pith_short_16","alias_value":"JVLHXDK63CXK5M5C","created_at":"2026-05-18T12:26:32Z"},{"alias_kind":"pith_short_8","alias_value":"JVLHXDK6","created_at":"2026-05-18T12:26:32Z"}],"graph_snapshots":[{"event_id":"sha256:23c231d3e7852800ebdb5cfde5876f5259db9ae57330c7bea8cc113313f60a0f","target":"graph","created_at":"2026-05-18T04:07:54Z","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":"In this paper we extend the Shiryaev's quickest change detection formulation by also accounting for the cost of observations used before the change point. The observation cost is captured through the average number of observations used in the detection process before the change occurs. The objective is to select an on-off observation control policy, that decides whether or not to take a given observation, along with the stopping time at which the change is declared, so as to minimize the average detection delay, subject to constraints on both the probability of false alarm and the observation ","authors_text":"Taposh Banerjee, Venugopal V. Veeravalli","cross_cats":["cs.IT","math.IT","math.OC","stat.TH"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2011-05-06T19:13:00Z","title":"Data-Efficient Quickest Change Detection with On-Off Observation Control"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1105.1361","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:e185c7acd5dff93a740251dcd5f8dbbed8c3f7f15e37bf58d50caee5049a70dc","target":"record","created_at":"2026-05-18T04:07:54Z","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":"b0e0d9de23a965b675500cd092dcb7fc53e3442820f2a365ed9485611f4c4ee3","cross_cats_sorted":["cs.IT","math.IT","math.OC","stat.TH"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2011-05-06T19:13:00Z","title_canon_sha256":"e65810edf99d1c3db5dacc36fdabd9a5de345bec044ca695c0efe39b6007982d"},"schema_version":"1.0","source":{"id":"1105.1361","kind":"arxiv","version":3}},"canonical_sha256":"4d567b8d5ed8aeaeb3a279b4a17bef968b6d77e88a665be75d3387ef7576a166","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4d567b8d5ed8aeaeb3a279b4a17bef968b6d77e88a665be75d3387ef7576a166","first_computed_at":"2026-05-18T04:07:54.088681Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T04:07:54.088681Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"hujb4oWWSeikoQs8cfY2GwtmPepuH8qI8JB2Jm7Kug9lbLsy2A2fAm561KeTPkPpksoC/HZgxinBd5UPI4ahDw==","signature_status":"signed_v1","signed_at":"2026-05-18T04:07:54.089201Z","signed_message":"canonical_sha256_bytes"},"source_id":"1105.1361","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e185c7acd5dff93a740251dcd5f8dbbed8c3f7f15e37bf58d50caee5049a70dc","sha256:23c231d3e7852800ebdb5cfde5876f5259db9ae57330c7bea8cc113313f60a0f"],"state_sha256":"45428cc5217634edb32dc79c0b0994638a2e4b2047bcc45023441c9945948eee"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"icE6rZVtuFFPar/Y3s9VGvPOBolBGGtrbV1E0TBp92YERLJQhTF+XQin1RaRoG1VIixBmx3tZaJmXbX4w8HcCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-04T15:58:04.331872Z","bundle_sha256":"56a8c8c14febed8b4ceec57b768a1e203a767ef5af0d5e4d6b5ec15ed1587412"}}