{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2013:JGLGQRMSZ53YFYTT3A4YND74HT","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":"e243880441a5089933ca97aba3f31b623f7caac152ac6b15f71ee88a30a50b27","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2013-11-04T18:29:45Z","title_canon_sha256":"5851f7c3bbf48011d13aa01df964d598cbe62ca849dbbf7eb0fc4ddc11ee9b77"},"schema_version":"1.0","source":{"id":"1311.0805","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1311.0805","created_at":"2026-05-18T03:06:54Z"},{"alias_kind":"arxiv_version","alias_value":"1311.0805v2","created_at":"2026-05-18T03:06:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1311.0805","created_at":"2026-05-18T03:06:54Z"},{"alias_kind":"pith_short_12","alias_value":"JGLGQRMSZ53Y","created_at":"2026-05-18T12:27:49Z"},{"alias_kind":"pith_short_16","alias_value":"JGLGQRMSZ53YFYTT","created_at":"2026-05-18T12:27:49Z"},{"alias_kind":"pith_short_8","alias_value":"JGLGQRMS","created_at":"2026-05-18T12:27:49Z"}],"graph_snapshots":[{"event_id":"sha256:cc43ab90580442c147465c444672a01118d245653320e4db03a9f15858783062","target":"graph","created_at":"2026-05-18T03:06:54Z","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":"The well-known 3V architectural paradigm for Big Data introduced by Laney (2011), provides a simplified framework for defining the architecture of a big data platform to be deployed in various scenarios tackling processing of massive datasets. While additional components such as Variability and Veracity have been discussed as an extension to the 3V model, the basic components (volume, variety, velocity) provide a quantitative framework while variability and veracity target a more qualitative approach. In this paper we argue why the basic 3V's are not equal due to the different requirements tha","authors_text":"Nikolaos Korfiatis, Roberto V. Zicari, Todor Ivanov","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2013-11-04T18:29:45Z","title":"On the inequality of the 3V's of Big Data Architectural Paradigms: A case for heterogeneity"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1311.0805","kind":"arxiv","version":2},"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:a9a442496c17be8a65c9eaf6f6a69d349fdf4f6f3d19ae4c42c661abd54f74ba","target":"record","created_at":"2026-05-18T03:06:54Z","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":"e243880441a5089933ca97aba3f31b623f7caac152ac6b15f71ee88a30a50b27","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2013-11-04T18:29:45Z","title_canon_sha256":"5851f7c3bbf48011d13aa01df964d598cbe62ca849dbbf7eb0fc4ddc11ee9b77"},"schema_version":"1.0","source":{"id":"1311.0805","kind":"arxiv","version":2}},"canonical_sha256":"4996684592cf7782e273d839868ffc3cc0ac794f07e80a6df5a3a1f68c058ee4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4996684592cf7782e273d839868ffc3cc0ac794f07e80a6df5a3a1f68c058ee4","first_computed_at":"2026-05-18T03:06:54.145088Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T03:06:54.145088Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"agaDWiJActCBfvD2xUWGFDN/irs7tFBlJeFcJ3F5jyOBdP96mp1JqoZ6uuaBfsfJvTXnGwQjWxbD6ro/PNVDBA==","signature_status":"signed_v1","signed_at":"2026-05-18T03:06:54.145695Z","signed_message":"canonical_sha256_bytes"},"source_id":"1311.0805","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a9a442496c17be8a65c9eaf6f6a69d349fdf4f6f3d19ae4c42c661abd54f74ba","sha256:cc43ab90580442c147465c444672a01118d245653320e4db03a9f15858783062"],"state_sha256":"63b222d2dff2642c612d50d74315818e1acc2726523e09e977e8af18329c570d"}