{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:F72HX7WRAGPJFPBCXQ6YM6UWMX","short_pith_number":"pith:F72HX7WR","schema_version":"1.0","canonical_sha256":"2ff47bfed1019e92bc22bc3d867a9665c12e32fef1ab027214e74bc0c90e612b","source":{"kind":"arxiv","id":"2601.06188","version":3},"attestation_state":"computed","paper":{"title":"Dynamic Distributed Constraint Optimization and Metareasoning for Continual, Large-Scale Satellite Operations","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Itai Zilberstein, Steve Chien","submitted_at":"2026-01-08T00:10:45Z","abstract_excerpt":"As Earth-observing satellite constellations grow in size and capability, distributed onboard control offers a pathway to novel responses and time-sensitive measurements. However, deploying autonomy to satellites requires efficient computation and communication. This work addresses the challenge of scheduling observations for hundreds of satellites in a dynamic, large-scale problem with millions of variables. We present the dynamic multi-satellite constellation observation scheduling problem (DCOSP), a new formulation of dynamic distributed constraint optimization problems (DDCOP) that models i"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2601.06188","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-01-08T00:10:45Z","cross_cats_sorted":[],"title_canon_sha256":"08b77e3f785002b5db5fa050a115703cfaf33fb537b5e284a8286144fe279a54","abstract_canon_sha256":"7cfff23f70eb7ec376163030edc84e2d603d7e2758b3e5ad59c0e74de954ee21"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-09T02:07:17.180077Z","signature_b64":"vjcnREBGJwBu3m/bh7BoPp+409eOkFPul2Y1+C+5JIg0Jp2gupAUcT5hvwhZv75nOZlKrdHIqqFXoza6UlQQCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2ff47bfed1019e92bc22bc3d867a9665c12e32fef1ab027214e74bc0c90e612b","last_reissued_at":"2026-06-09T02:07:17.179293Z","signature_status":"signed_v1","first_computed_at":"2026-06-09T02:07:17.179293Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Dynamic Distributed Constraint Optimization and Metareasoning for Continual, Large-Scale Satellite Operations","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Itai Zilberstein, Steve Chien","submitted_at":"2026-01-08T00:10:45Z","abstract_excerpt":"As Earth-observing satellite constellations grow in size and capability, distributed onboard control offers a pathway to novel responses and time-sensitive measurements. However, deploying autonomy to satellites requires efficient computation and communication. This work addresses the challenge of scheduling observations for hundreds of satellites in a dynamic, large-scale problem with millions of variables. We present the dynamic multi-satellite constellation observation scheduling problem (DCOSP), a new formulation of dynamic distributed constraint optimization problems (DDCOP) that models i"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2601.06188","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/2601.06188/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2601.06188","created_at":"2026-06-09T02:07:17.179410+00:00"},{"alias_kind":"arxiv_version","alias_value":"2601.06188v3","created_at":"2026-06-09T02:07:17.179410+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2601.06188","created_at":"2026-06-09T02:07:17.179410+00:00"},{"alias_kind":"pith_short_12","alias_value":"F72HX7WRAGPJ","created_at":"2026-06-09T02:07:17.179410+00:00"},{"alias_kind":"pith_short_16","alias_value":"F72HX7WRAGPJFPBC","created_at":"2026-06-09T02:07:17.179410+00:00"},{"alias_kind":"pith_short_8","alias_value":"F72HX7WR","created_at":"2026-06-09T02:07:17.179410+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/F72HX7WRAGPJFPBCXQ6YM6UWMX","json":"https://pith.science/pith/F72HX7WRAGPJFPBCXQ6YM6UWMX.json","graph_json":"https://pith.science/api/pith-number/F72HX7WRAGPJFPBCXQ6YM6UWMX/graph.json","events_json":"https://pith.science/api/pith-number/F72HX7WRAGPJFPBCXQ6YM6UWMX/events.json","paper":"https://pith.science/paper/F72HX7WR"},"agent_actions":{"view_html":"https://pith.science/pith/F72HX7WRAGPJFPBCXQ6YM6UWMX","download_json":"https://pith.science/pith/F72HX7WRAGPJFPBCXQ6YM6UWMX.json","view_paper":"https://pith.science/paper/F72HX7WR","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2601.06188&json=true","fetch_graph":"https://pith.science/api/pith-number/F72HX7WRAGPJFPBCXQ6YM6UWMX/graph.json","fetch_events":"https://pith.science/api/pith-number/F72HX7WRAGPJFPBCXQ6YM6UWMX/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/F72HX7WRAGPJFPBCXQ6YM6UWMX/action/timestamp_anchor","attest_storage":"https://pith.science/pith/F72HX7WRAGPJFPBCXQ6YM6UWMX/action/storage_attestation","attest_author":"https://pith.science/pith/F72HX7WRAGPJFPBCXQ6YM6UWMX/action/author_attestation","sign_citation":"https://pith.science/pith/F72HX7WRAGPJFPBCXQ6YM6UWMX/action/citation_signature","submit_replication":"https://pith.science/pith/F72HX7WRAGPJFPBCXQ6YM6UWMX/action/replication_record"}},"created_at":"2026-06-09T02:07:17.179410+00:00","updated_at":"2026-06-09T02:07:17.179410+00:00"}