{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:Q3D357U6LQBIZJN5254KWZG5BU","short_pith_number":"pith:Q3D357U6","schema_version":"1.0","canonical_sha256":"86c7befe9e5c028ca5bdd778ab64dd0d21ee45cc58120a5b4b2a188c8fbe4de4","source":{"kind":"arxiv","id":"2404.00507","version":3},"attestation_state":"computed","paper":{"title":"THEMIS: Time, Heterogeneity, and Energy Minded Scheduling for Fair Multi-Tenant Use in FPGAs","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.DC"],"primary_cat":"cs.OS","authors_text":"Amro Awad, Arsalan Ali Malik, Aydin Aysu, Emre Karabulut","submitted_at":"2024-03-31T00:29:55Z","abstract_excerpt":"Using correct design metrics and understanding the limitations of the underlying technology is critical to developing effective scheduling algorithms. Unfortunately, existing scheduling techniques used \\emph{incorrect} metrics and had \\emph{unrealistic} assumptions for fair scheduling of multi-tenant FPGAs where each tenant is aimed to share approximately the same number of resources both spatially and temporally.\n  This paper introduces an enhanced fair scheduling algorithm for multi-tenant FPGA use, addressing previous metric and assumption issues, with three specific improvements claimed Fi"},"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":"2404.00507","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.OS","submitted_at":"2024-03-31T00:29:55Z","cross_cats_sorted":["cs.DC"],"title_canon_sha256":"f63fd7f5f0325660a213eb1a33fb5a299ef03080b7daa981060f1966ec9b2338","abstract_canon_sha256":"bb721cd32f2ef84db5c39e278d59f722a9680b1fc0908d91ddc004590b4ed35b"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-21T01:04:11.427132Z","signature_b64":"fIjvtSb5x2j9/qTFHwFNjlceyrtE0YFoVWdWngab5RvSBuJTf9TUAaHO8oppHX6wlaY3/c5qo4LpVW8Eps7WAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"86c7befe9e5c028ca5bdd778ab64dd0d21ee45cc58120a5b4b2a188c8fbe4de4","last_reissued_at":"2026-05-21T01:04:11.426413Z","signature_status":"signed_v1","first_computed_at":"2026-05-21T01:04:11.426413Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"THEMIS: Time, Heterogeneity, and Energy Minded Scheduling for Fair Multi-Tenant Use in FPGAs","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.DC"],"primary_cat":"cs.OS","authors_text":"Amro Awad, Arsalan Ali Malik, Aydin Aysu, Emre Karabulut","submitted_at":"2024-03-31T00:29:55Z","abstract_excerpt":"Using correct design metrics and understanding the limitations of the underlying technology is critical to developing effective scheduling algorithms. Unfortunately, existing scheduling techniques used \\emph{incorrect} metrics and had \\emph{unrealistic} assumptions for fair scheduling of multi-tenant FPGAs where each tenant is aimed to share approximately the same number of resources both spatially and temporally.\n  This paper introduces an enhanced fair scheduling algorithm for multi-tenant FPGA use, addressing previous metric and assumption issues, with three specific improvements claimed Fi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.00507","kind":"arxiv","version":3},"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/2404.00507/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":"2404.00507","created_at":"2026-05-21T01:04:11.426494+00:00"},{"alias_kind":"arxiv_version","alias_value":"2404.00507v3","created_at":"2026-05-21T01:04:11.426494+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.00507","created_at":"2026-05-21T01:04:11.426494+00:00"},{"alias_kind":"pith_short_12","alias_value":"Q3D357U6LQBI","created_at":"2026-05-21T01:04:11.426494+00:00"},{"alias_kind":"pith_short_16","alias_value":"Q3D357U6LQBIZJN5","created_at":"2026-05-21T01:04:11.426494+00:00"},{"alias_kind":"pith_short_8","alias_value":"Q3D357U6","created_at":"2026-05-21T01:04:11.426494+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/Q3D357U6LQBIZJN5254KWZG5BU","json":"https://pith.science/pith/Q3D357U6LQBIZJN5254KWZG5BU.json","graph_json":"https://pith.science/api/pith-number/Q3D357U6LQBIZJN5254KWZG5BU/graph.json","events_json":"https://pith.science/api/pith-number/Q3D357U6LQBIZJN5254KWZG5BU/events.json","paper":"https://pith.science/paper/Q3D357U6"},"agent_actions":{"view_html":"https://pith.science/pith/Q3D357U6LQBIZJN5254KWZG5BU","download_json":"https://pith.science/pith/Q3D357U6LQBIZJN5254KWZG5BU.json","view_paper":"https://pith.science/paper/Q3D357U6","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2404.00507&json=true","fetch_graph":"https://pith.science/api/pith-number/Q3D357U6LQBIZJN5254KWZG5BU/graph.json","fetch_events":"https://pith.science/api/pith-number/Q3D357U6LQBIZJN5254KWZG5BU/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/Q3D357U6LQBIZJN5254KWZG5BU/action/timestamp_anchor","attest_storage":"https://pith.science/pith/Q3D357U6LQBIZJN5254KWZG5BU/action/storage_attestation","attest_author":"https://pith.science/pith/Q3D357U6LQBIZJN5254KWZG5BU/action/author_attestation","sign_citation":"https://pith.science/pith/Q3D357U6LQBIZJN5254KWZG5BU/action/citation_signature","submit_replication":"https://pith.science/pith/Q3D357U6LQBIZJN5254KWZG5BU/action/replication_record"}},"created_at":"2026-05-21T01:04:11.426494+00:00","updated_at":"2026-05-21T01:04:11.426494+00:00"}