{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:3IWT3IEOKRRMURVX3HRQL6H66S","short_pith_number":"pith:3IWT3IEO","schema_version":"1.0","canonical_sha256":"da2d3da08e5462ca46b7d9e305f8fef496de1671772d90ec64dec07649f15298","source":{"kind":"arxiv","id":"2608.12735","version":1},"attestation_state":"computed","paper":{"title":"ASAP: Reimagining the Data Lifecycle using Application Semantic-Aware Processing","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.DB","authors_text":"Fenghao Dong, Milind Srivastava, Peilin Xin, Vyas Sekar, Yajie Zhou, Yancheng Yuan, Zaoxing Liu, Zeying Zhu","submitted_at":"2026-08-13T02:34:39Z","abstract_excerpt":"Across many domains (e.g., observability, networking, security), data processing pipelines face what we refer to as the CSP problem: achieving low Cost at large Scale, while maintaining high Performance. In response, we see several efforts to tackle CSP in various stages of the Collect-Transmit-Store-Analyze data lifecycle; such as approximate query processing in databases or sketches in network routers. Our work is driven by the simple insight: \"seeing the forest for the trees\". These proposed solutions (e.g., AQP, sketching, compression, rollups) addressing CSP share a common property - they"},"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":"2608.12735","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DB","submitted_at":"2026-08-13T02:34:39Z","cross_cats_sorted":[],"title_canon_sha256":"91674b5fbcfec48735561df99cacf23ca5457509ce89aa29b1e1827c071bda6f","abstract_canon_sha256":"3dbd01d8ab6a2854f97fada869733cdb943649c7f8024bf7dabab7fdc3f9d8f6"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-14T00:47:18.723453Z","signature_b64":"4vUvAEB5KoR6XwcB59vJa6eoh24u3xr5LS2TU8RQUcPNWjI2q/BWcuRaC3ukYhTtK/47u+LHo4sc3ynbcKvOCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"da2d3da08e5462ca46b7d9e305f8fef496de1671772d90ec64dec07649f15298","last_reissued_at":"2026-08-14T00:47:18.711537Z","signature_status":"signed_v1","first_computed_at":"2026-08-14T00:47:18.711537Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"ASAP: Reimagining the Data Lifecycle using Application Semantic-Aware Processing","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.DB","authors_text":"Fenghao Dong, Milind Srivastava, Peilin Xin, Vyas Sekar, Yajie Zhou, Yancheng Yuan, Zaoxing Liu, Zeying Zhu","submitted_at":"2026-08-13T02:34:39Z","abstract_excerpt":"Across many domains (e.g., observability, networking, security), data processing pipelines face what we refer to as the CSP problem: achieving low Cost at large Scale, while maintaining high Performance. In response, we see several efforts to tackle CSP in various stages of the Collect-Transmit-Store-Analyze data lifecycle; such as approximate query processing in databases or sketches in network routers. Our work is driven by the simple insight: \"seeing the forest for the trees\". These proposed solutions (e.g., AQP, sketching, compression, rollups) addressing CSP share a common property - they"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.12735","kind":"arxiv","version":1},"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/2608.12735/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":"2608.12735","created_at":"2026-08-14T00:47:18.715692+00:00"},{"alias_kind":"arxiv_version","alias_value":"2608.12735v1","created_at":"2026-08-14T00:47:18.715692+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.12735","created_at":"2026-08-14T00:47:18.715692+00:00"},{"alias_kind":"pith_short_12","alias_value":"3IWT3IEOKRRM","created_at":"2026-08-14T00:47:18.715692+00:00"},{"alias_kind":"pith_short_16","alias_value":"3IWT3IEOKRRMURVX","created_at":"2026-08-14T00:47:18.715692+00:00"},{"alias_kind":"pith_short_8","alias_value":"3IWT3IEO","created_at":"2026-08-14T00:47:18.715692+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/3IWT3IEOKRRMURVX3HRQL6H66S","json":"https://pith.science/pith/3IWT3IEOKRRMURVX3HRQL6H66S.json","graph_json":"https://pith.science/api/pith-number/3IWT3IEOKRRMURVX3HRQL6H66S/graph.json","events_json":"https://pith.science/api/pith-number/3IWT3IEOKRRMURVX3HRQL6H66S/events.json","paper":"https://pith.science/paper/3IWT3IEO"},"agent_actions":{"view_html":"https://pith.science/pith/3IWT3IEOKRRMURVX3HRQL6H66S","download_json":"https://pith.science/pith/3IWT3IEOKRRMURVX3HRQL6H66S.json","view_paper":"https://pith.science/paper/3IWT3IEO","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2608.12735&json=true","fetch_graph":"https://pith.science/api/pith-number/3IWT3IEOKRRMURVX3HRQL6H66S/graph.json","fetch_events":"https://pith.science/api/pith-number/3IWT3IEOKRRMURVX3HRQL6H66S/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/3IWT3IEOKRRMURVX3HRQL6H66S/action/timestamp_anchor","attest_storage":"https://pith.science/pith/3IWT3IEOKRRMURVX3HRQL6H66S/action/storage_attestation","attest_author":"https://pith.science/pith/3IWT3IEOKRRMURVX3HRQL6H66S/action/author_attestation","sign_citation":"https://pith.science/pith/3IWT3IEOKRRMURVX3HRQL6H66S/action/citation_signature","submit_replication":"https://pith.science/pith/3IWT3IEOKRRMURVX3HRQL6H66S/action/replication_record"}},"created_at":"2026-08-14T00:47:18.715692+00:00","updated_at":"2026-08-14T00:47:18.715692+00:00"}