{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:YM4IAIOZUWBRCAQRNX2MEZKYQP","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":"27764bd15a720d06892e9b5221eb2611bc6193837f10c22089edec8d7895d943","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2023-10-12T11:50:51Z","title_canon_sha256":"cc3798add54e97b3646be148dbb454f3be6785df33cb41fae1dce2ff108587d5"},"schema_version":"1.0","source":{"id":"2310.08247","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.08247","created_at":"2026-07-05T07:00:13Z"},{"alias_kind":"arxiv_version","alias_value":"2310.08247v1","created_at":"2026-07-05T07:00:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.08247","created_at":"2026-07-05T07:00:13Z"},{"alias_kind":"pith_short_12","alias_value":"YM4IAIOZUWBR","created_at":"2026-07-05T07:00:13Z"},{"alias_kind":"pith_short_16","alias_value":"YM4IAIOZUWBRCAQR","created_at":"2026-07-05T07:00:13Z"},{"alias_kind":"pith_short_8","alias_value":"YM4IAIOZ","created_at":"2026-07-05T07:00:13Z"}],"graph_snapshots":[{"event_id":"sha256:efd013892222225052d171176bb4d58441240ee22c03be5b951aa75331861dfe","target":"graph","created_at":"2026-07-05T07:00:13Z","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"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2310.08247/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Critical goals of scientific computing are to increase scientific rigor, reproducibility, and transparency while keeping up with ever-increasing computational demands. This work presents an integrated framework well-suited for data processing and analysis spanning individual, on-premises, and cloud environments. This framework leverages three well-established DevOps tools: 1) Git repositories linked to 2) CI/CD engines operating on 3) containers. It supports the full life-cycle of scientific data workflows with minimal friction between stages--including solutions for researchers who generate d","authors_text":"Paul Nuyujukian","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2023-10-12T11:50:51Z","title":"Leveraging DevOps for Scientific Computing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.08247","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":"sha256:5059458d060072627bade01546080e90713406a42320b30d3dec0813ac79af37","target":"record","created_at":"2026-07-05T07:00:13Z","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":"27764bd15a720d06892e9b5221eb2611bc6193837f10c22089edec8d7895d943","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2023-10-12T11:50:51Z","title_canon_sha256":"cc3798add54e97b3646be148dbb454f3be6785df33cb41fae1dce2ff108587d5"},"schema_version":"1.0","source":{"id":"2310.08247","kind":"arxiv","version":1}},"canonical_sha256":"c3388021d9a5831102116df4c2655883fffc47062f62deb2be86eb418b76ea99","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c3388021d9a5831102116df4c2655883fffc47062f62deb2be86eb418b76ea99","first_computed_at":"2026-07-05T07:00:13.024354Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:00:13.024354Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qB3IgBkPK5Wl+sKg30lHVz2KXHKOhhxGdg4Cf2BEjpRLUwGG1h4FkiBfe2OQAmx3qlhjDtRMed3YYU8LB+cVBg==","signature_status":"signed_v1","signed_at":"2026-07-05T07:00:13.024806Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.08247","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5059458d060072627bade01546080e90713406a42320b30d3dec0813ac79af37","sha256:efd013892222225052d171176bb4d58441240ee22c03be5b951aa75331861dfe"],"state_sha256":"09c34ee5a47556f72d15a020bca108251181c7e18c51a48a8788b77a3987a197"}