{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2012:YGTV4F7VW3RF4ULGZE3YL64LB5","short_pith_number":"pith:YGTV4F7V","schema_version":"1.0","canonical_sha256":"c1a75e17f5b6e25e5166c93785fb8b0f63aba72bfd9fe98e61e6bf2ef34d8115","source":{"kind":"arxiv","id":"1203.2574","version":2},"attestation_state":"computed","paper":{"title":"Towards a Unified Architecture for in-RDBMS Analytics","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.DB","authors_text":"Arun Kumar, Ben Recht, Christopher R\\'e, Xixuan Feng","submitted_at":"2012-03-12T18:07:58Z","abstract_excerpt":"The increasing use of statistical data analysis in enterprise applications has created an arms race among database vendors to offer ever more sophisticated in-database analytics. One challenge in this race is that each new statistical technique must be implemented from scratch in the RDBMS, which leads to a lengthy and complex development process. We argue that the root cause for this overhead is the lack of a unified architecture for in-database analytics. Our main contribution in this work is to take a step towards such a unified architecture. A key benefit of our unified architecture is tha"},"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":"1203.2574","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2012-03-12T18:07:58Z","cross_cats_sorted":[],"title_canon_sha256":"fd6f139d76d28828fbdd73d59227caa284e5e3929c5dffeeb7bb8fb6a3b6d10e","abstract_canon_sha256":"c61e6888d46de2e1c9e20992d934dc42056d19042c7c473b2963159e92607b16"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T02:21:17.105102Z","signature_b64":"E1xzPj0twfO1ie9NeCfiE3pkDovZ+82M28AA1CnZ6ze1uZjIBMopRNzyvhYGFrZYUyqPfucQ5nmXIpQKWuL/Cw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c1a75e17f5b6e25e5166c93785fb8b0f63aba72bfd9fe98e61e6bf2ef34d8115","last_reissued_at":"2026-05-18T02:21:17.104555Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T02:21:17.104555Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Towards a Unified Architecture for in-RDBMS Analytics","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.DB","authors_text":"Arun Kumar, Ben Recht, Christopher R\\'e, Xixuan Feng","submitted_at":"2012-03-12T18:07:58Z","abstract_excerpt":"The increasing use of statistical data analysis in enterprise applications has created an arms race among database vendors to offer ever more sophisticated in-database analytics. One challenge in this race is that each new statistical technique must be implemented from scratch in the RDBMS, which leads to a lengthy and complex development process. We argue that the root cause for this overhead is the lack of a unified architecture for in-database analytics. Our main contribution in this work is to take a step towards such a unified architecture. A key benefit of our unified architecture is tha"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1203.2574","kind":"arxiv","version":2},"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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1203.2574","created_at":"2026-05-18T02:21:17.104631+00:00"},{"alias_kind":"arxiv_version","alias_value":"1203.2574v2","created_at":"2026-05-18T02:21:17.104631+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1203.2574","created_at":"2026-05-18T02:21:17.104631+00:00"},{"alias_kind":"pith_short_12","alias_value":"YGTV4F7VW3RF","created_at":"2026-05-18T12:27:27.928770+00:00"},{"alias_kind":"pith_short_16","alias_value":"YGTV4F7VW3RF4ULG","created_at":"2026-05-18T12:27:27.928770+00:00"},{"alias_kind":"pith_short_8","alias_value":"YGTV4F7V","created_at":"2026-05-18T12:27:27.928770+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/YGTV4F7VW3RF4ULGZE3YL64LB5","json":"https://pith.science/pith/YGTV4F7VW3RF4ULGZE3YL64LB5.json","graph_json":"https://pith.science/api/pith-number/YGTV4F7VW3RF4ULGZE3YL64LB5/graph.json","events_json":"https://pith.science/api/pith-number/YGTV4F7VW3RF4ULGZE3YL64LB5/events.json","paper":"https://pith.science/paper/YGTV4F7V"},"agent_actions":{"view_html":"https://pith.science/pith/YGTV4F7VW3RF4ULGZE3YL64LB5","download_json":"https://pith.science/pith/YGTV4F7VW3RF4ULGZE3YL64LB5.json","view_paper":"https://pith.science/paper/YGTV4F7V","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1203.2574&json=true","fetch_graph":"https://pith.science/api/pith-number/YGTV4F7VW3RF4ULGZE3YL64LB5/graph.json","fetch_events":"https://pith.science/api/pith-number/YGTV4F7VW3RF4ULGZE3YL64LB5/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/YGTV4F7VW3RF4ULGZE3YL64LB5/action/timestamp_anchor","attest_storage":"https://pith.science/pith/YGTV4F7VW3RF4ULGZE3YL64LB5/action/storage_attestation","attest_author":"https://pith.science/pith/YGTV4F7VW3RF4ULGZE3YL64LB5/action/author_attestation","sign_citation":"https://pith.science/pith/YGTV4F7VW3RF4ULGZE3YL64LB5/action/citation_signature","submit_replication":"https://pith.science/pith/YGTV4F7VW3RF4ULGZE3YL64LB5/action/replication_record"}},"created_at":"2026-05-18T02:21:17.104631+00:00","updated_at":"2026-05-18T02:21:17.104631+00:00"}