{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:KG7OIYODB5AXFOGL736HEMALKQ","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":"7852e0d21cacbf453b1866a6ee1e7012c23f9c143f3b46e41e2a076da8646785","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2018-05-03T09:16:13Z","title_canon_sha256":"610b6895c119c38f0ee31f2c8e1be4193772def3aa63da81af9dd59e278f4221"},"schema_version":"1.0","source":{"id":"1805.01177","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1805.01177","created_at":"2026-07-05T00:13:12Z"},{"alias_kind":"arxiv_version","alias_value":"1805.01177v2","created_at":"2026-07-05T00:13:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1805.01177","created_at":"2026-07-05T00:13:12Z"},{"alias_kind":"pith_short_12","alias_value":"KG7OIYODB5AX","created_at":"2026-07-05T00:13:12Z"},{"alias_kind":"pith_short_16","alias_value":"KG7OIYODB5AXFOGL","created_at":"2026-07-05T00:13:12Z"},{"alias_kind":"pith_short_8","alias_value":"KG7OIYOD","created_at":"2026-07-05T00:13:12Z"}],"graph_snapshots":[{"event_id":"sha256:92e8906c3a6b449afca77933b48a49ffe1ae6edc82adf77fe761f362215f4a6d","target":"graph","created_at":"2026-07-05T00:13:12Z","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"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/1805.01177/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Given the cost of HPC clusters, making best use of them is crucial to improve infrastructure ROI. Likewise, reducing failed HPC jobs and related waste in terms of user wait times is crucial to improve HPC user productivity (aka human ROI). While most efforts (e.g.,debugging HPC programs) explore technical aspects to improve ROI of HPC clusters, we hypothesize non-technical (human) aspects are worth exploring to make non-trivial ROI gains; specifically, understanding non-technical aspects and how they contribute to the failure of HPC jobs.\n  In this regard, we conducted a case study in the cont","authors_text":"Daniel Andresen, Venkatesh-Prasad Ranganath","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2018-05-03T09:16:13Z","title":"Why do Users Kill HPC Jobs?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1805.01177","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":"sha256:0f37b42a28489834d6936b0f20ac3012afe43a22b383d3bb4f0a89ee37d68c34","target":"record","created_at":"2026-07-05T00:13:12Z","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":"7852e0d21cacbf453b1866a6ee1e7012c23f9c143f3b46e41e2a076da8646785","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2018-05-03T09:16:13Z","title_canon_sha256":"610b6895c119c38f0ee31f2c8e1be4193772def3aa63da81af9dd59e278f4221"},"schema_version":"1.0","source":{"id":"1805.01177","kind":"arxiv","version":2}},"canonical_sha256":"51bee461c30f4172b8cbfefc72300b541e769fc5b52f33ab4dc302c2ca3210fe","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"51bee461c30f4172b8cbfefc72300b541e769fc5b52f33ab4dc302c2ca3210fe","first_computed_at":"2026-07-05T00:13:12.180580Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T00:13:12.180580Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"OWOKZdF1P8s0iRW/I6Ca19thsKTc00MuDf9c+JTg4MNFaBYqR1KMU5f6bV6JO+vjRNazPhQwKmIY4UfFfQkQBA==","signature_status":"signed_v1","signed_at":"2026-07-05T00:13:12.180927Z","signed_message":"canonical_sha256_bytes"},"source_id":"1805.01177","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0f37b42a28489834d6936b0f20ac3012afe43a22b383d3bb4f0a89ee37d68c34","sha256:92e8906c3a6b449afca77933b48a49ffe1ae6edc82adf77fe761f362215f4a6d"],"state_sha256":"02efbce5c32edb7b914249e6b563153e921a4b4a8fec4ed2033db5bfe8e00a5a"}