{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2012:ZRAUGR6DPLMZXMK6SIQTIBSLRH","short_pith_number":"pith:ZRAUGR6D","schema_version":"1.0","canonical_sha256":"cc414347c37ad99bb15e922134064b89ecd6030c5ac3406b78019b088f94f457","source":{"kind":"arxiv","id":"1208.1933","version":1},"attestation_state":"computed","paper":{"title":"Towards Energy-Efficient Database Cluster Design","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.DB","authors_text":"Dimitris Tsirogiannis, Jignesh M. Patel, Mehul A. Shah, Stavros Harizopoulos, Willis Lang","submitted_at":"2012-08-09T14:54:33Z","abstract_excerpt":"Energy is a growing component of the operational cost for many \"big data\" deployments, and hence has become increasingly important for practitioners of large-scale data analysis who require scale-out clusters or parallel DBMS appliances. Although a number of recent studies have investigated the energy efficiency of DBMSs, none of these studies have looked at the architectural design space of energy-efficient parallel DBMS clusters. There are many challenges to increasing the energy efficiency of a DBMS cluster, including dealing with the inherent scaling inefficiency of parallel data processin"},"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":"1208.1933","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2012-08-09T14:54:33Z","cross_cats_sorted":[],"title_canon_sha256":"f176dae4736c2128918873047b48be4b48586309ed353257a9f19cb50d937f7a","abstract_canon_sha256":"68612411e295dce08061a73a8a6bc7e14341d58742f6fba6e79fdbf2ff14efb8"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T03:49:09.652005Z","signature_b64":"Y00TAZDcxhTGkqkUTljqPCeZRMllBi+2su27rt+uiCzsgGqCCXh4lRr0SFOxZ3GpUGoBqheAbPqN4VRVooC1Ag==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"cc414347c37ad99bb15e922134064b89ecd6030c5ac3406b78019b088f94f457","last_reissued_at":"2026-05-18T03:49:09.651432Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T03:49:09.651432Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Towards Energy-Efficient Database Cluster Design","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.DB","authors_text":"Dimitris Tsirogiannis, Jignesh M. Patel, Mehul A. Shah, Stavros Harizopoulos, Willis Lang","submitted_at":"2012-08-09T14:54:33Z","abstract_excerpt":"Energy is a growing component of the operational cost for many \"big data\" deployments, and hence has become increasingly important for practitioners of large-scale data analysis who require scale-out clusters or parallel DBMS appliances. Although a number of recent studies have investigated the energy efficiency of DBMSs, none of these studies have looked at the architectural design space of energy-efficient parallel DBMS clusters. There are many challenges to increasing the energy efficiency of a DBMS cluster, including dealing with the inherent scaling inefficiency of parallel data processin"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1208.1933","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":""},"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":"1208.1933","created_at":"2026-05-18T03:49:09.651510+00:00"},{"alias_kind":"arxiv_version","alias_value":"1208.1933v1","created_at":"2026-05-18T03:49:09.651510+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1208.1933","created_at":"2026-05-18T03:49:09.651510+00:00"},{"alias_kind":"pith_short_12","alias_value":"ZRAUGR6DPLMZ","created_at":"2026-05-18T12:27:30.460161+00:00"},{"alias_kind":"pith_short_16","alias_value":"ZRAUGR6DPLMZXMK6","created_at":"2026-05-18T12:27:30.460161+00:00"},{"alias_kind":"pith_short_8","alias_value":"ZRAUGR6D","created_at":"2026-05-18T12:27:30.460161+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/ZRAUGR6DPLMZXMK6SIQTIBSLRH","json":"https://pith.science/pith/ZRAUGR6DPLMZXMK6SIQTIBSLRH.json","graph_json":"https://pith.science/api/pith-number/ZRAUGR6DPLMZXMK6SIQTIBSLRH/graph.json","events_json":"https://pith.science/api/pith-number/ZRAUGR6DPLMZXMK6SIQTIBSLRH/events.json","paper":"https://pith.science/paper/ZRAUGR6D"},"agent_actions":{"view_html":"https://pith.science/pith/ZRAUGR6DPLMZXMK6SIQTIBSLRH","download_json":"https://pith.science/pith/ZRAUGR6DPLMZXMK6SIQTIBSLRH.json","view_paper":"https://pith.science/paper/ZRAUGR6D","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1208.1933&json=true","fetch_graph":"https://pith.science/api/pith-number/ZRAUGR6DPLMZXMK6SIQTIBSLRH/graph.json","fetch_events":"https://pith.science/api/pith-number/ZRAUGR6DPLMZXMK6SIQTIBSLRH/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/ZRAUGR6DPLMZXMK6SIQTIBSLRH/action/timestamp_anchor","attest_storage":"https://pith.science/pith/ZRAUGR6DPLMZXMK6SIQTIBSLRH/action/storage_attestation","attest_author":"https://pith.science/pith/ZRAUGR6DPLMZXMK6SIQTIBSLRH/action/author_attestation","sign_citation":"https://pith.science/pith/ZRAUGR6DPLMZXMK6SIQTIBSLRH/action/citation_signature","submit_replication":"https://pith.science/pith/ZRAUGR6DPLMZXMK6SIQTIBSLRH/action/replication_record"}},"created_at":"2026-05-18T03:49:09.651510+00:00","updated_at":"2026-05-18T03:49:09.651510+00:00"}