{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:D4FBRDIUEFBN76OEL5YRHTRT5K","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":"d6f4b6d964b5f9237c2833bb0192e28ab237e2627a4407cf27728d8be5b5c3ea","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.DC","submitted_at":"2017-11-15T06:58:47Z","title_canon_sha256":"24610edbc0efd81f73781e33efb41c4fad42a6419b1f96b4924c175a24c1aaee"},"schema_version":"1.0","source":{"id":"1711.05429","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1711.05429","created_at":"2026-05-18T00:18:25Z"},{"alias_kind":"arxiv_version","alias_value":"1711.05429v3","created_at":"2026-05-18T00:18:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1711.05429","created_at":"2026-05-18T00:18:25Z"},{"alias_kind":"pith_short_12","alias_value":"D4FBRDIUEFBN","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_16","alias_value":"D4FBRDIUEFBN76OE","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_8","alias_value":"D4FBRDIU","created_at":"2026-05-18T12:31:10Z"}],"graph_snapshots":[{"event_id":"sha256:934658b83a981a2cfbb6906740a488c825e573d880f8520af73d479c3464cbfa","target":"graph","created_at":"2026-05-18T00:18:25Z","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":"Workflows provide an expressive programming model for fine-grained control of large-scale applications in distributed computing environments. Accurate estimates of complex workflow execution metrics on large-scale machines have several key advantages. The performance of scheduling algorithms that rely on estimates of execution metrics degrades when the accuracy of predicted execution metrics decreases. This in-progress paper presents a technique being developed to improve the accuracy of predicted performance metrics of large-scale workflows on distributed platforms. The central idea of this w","authors_text":"Alok Singh, Daniel Crawl, Ilkay Altintas, Mai Nguyen, Shweta Purawat","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.DC","submitted_at":"2017-11-15T06:58:47Z","title":"Modular Resource Centric Learning for Workflow Performance Prediction"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1711.05429","kind":"arxiv","version":3},"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":"sha256:48aec671900ee647273553fdd70987acbd8dc2e5993a6caf6e0da1783aaf8741","target":"record","created_at":"2026-05-18T00:18:25Z","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":"d6f4b6d964b5f9237c2833bb0192e28ab237e2627a4407cf27728d8be5b5c3ea","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.DC","submitted_at":"2017-11-15T06:58:47Z","title_canon_sha256":"24610edbc0efd81f73781e33efb41c4fad42a6419b1f96b4924c175a24c1aaee"},"schema_version":"1.0","source":{"id":"1711.05429","kind":"arxiv","version":3}},"canonical_sha256":"1f0a188d142142dff9c45f7113ce33eaa90d747ff677a8f4ca6bd6267c16d0cf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1f0a188d142142dff9c45f7113ce33eaa90d747ff677a8f4ca6bd6267c16d0cf","first_computed_at":"2026-05-18T00:18:25.542922Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:18:25.542922Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"VLYs3BwPQ6IjtpHkuiPc8VMvcbpRhg5f0i8kOb2jfBA+kOjfFdLccCCZDxIOlVYVWbGa3fNIEychHte+GR5QBA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:18:25.543387Z","signed_message":"canonical_sha256_bytes"},"source_id":"1711.05429","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:48aec671900ee647273553fdd70987acbd8dc2e5993a6caf6e0da1783aaf8741","sha256:934658b83a981a2cfbb6906740a488c825e573d880f8520af73d479c3464cbfa"],"state_sha256":"22b2cd20c85ae261dd355b2618eb448383759841012616cc597f7ef9cc7d7787"}