{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:LTEXEWAIJ3ZEBAQNYZSSNJRSWE","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":"e7bf6698086f568b795abbbbcc97968625c75f9b28a870577dbec1d76f5a83f2","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2024-10-15T22:23:15Z","title_canon_sha256":"4d4e095b6e7dde43b6ee7abb1ae9bf8ff4f562adf2320fc1b426e72e4d9d36fa"},"schema_version":"1.0","source":{"id":"2410.12092","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.12092","created_at":"2026-07-05T09:21:50Z"},{"alias_kind":"arxiv_version","alias_value":"2410.12092v2","created_at":"2026-07-05T09:21:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.12092","created_at":"2026-07-05T09:21:50Z"},{"alias_kind":"pith_short_12","alias_value":"LTEXEWAIJ3ZE","created_at":"2026-07-05T09:21:50Z"},{"alias_kind":"pith_short_16","alias_value":"LTEXEWAIJ3ZEBAQN","created_at":"2026-07-05T09:21:50Z"},{"alias_kind":"pith_short_8","alias_value":"LTEXEWAI","created_at":"2026-07-05T09:21:50Z"}],"graph_snapshots":[{"event_id":"sha256:c74e5d9cd4f5220680be226ced354c728dd6d34057cd86d0f9b8f58e65d154ec","target":"graph","created_at":"2026-07-05T09:21:50Z","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/2410.12092/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Applications are increasingly written as dynamic workflows underpinned by an execution framework that manages asynchronous computations across distributed hardware. However, execution frameworks typically offer one-size-fits-all solutions for data flow management, which can restrict performance and scalability. ProxyStore, a middleware layer that optimizes data flow via an advanced pass-by-reference paradigm, has shown to be an effective mechanism for addressing these limitations. Here, we investigate integrating ProxyStore with Dask Distributed, one of the most popular libraries for distribut","authors_text":"Ian Foster, J. Gregory Pauloski, Klaudiusz Rydzy, Kyle Chard, Valerie Hayot-Sasson","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2024-10-15T22:23:15Z","title":"Accelerating Python Applications with Dask and ProxyStore"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.12092","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":"sha256:9b9ee894d4c24898df0f481644ac0f226c2adcb4cb8931579eff09720b7329ee","target":"record","created_at":"2026-07-05T09:21:50Z","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":"e7bf6698086f568b795abbbbcc97968625c75f9b28a870577dbec1d76f5a83f2","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2024-10-15T22:23:15Z","title_canon_sha256":"4d4e095b6e7dde43b6ee7abb1ae9bf8ff4f562adf2320fc1b426e72e4d9d36fa"},"schema_version":"1.0","source":{"id":"2410.12092","kind":"arxiv","version":2}},"canonical_sha256":"5cc97258084ef240820dc66526a632b1184d0659e8fb8694dad63eb880652805","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5cc97258084ef240820dc66526a632b1184d0659e8fb8694dad63eb880652805","first_computed_at":"2026-07-05T09:21:50.358095Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:21:50.358095Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"GUd3WxLizLObewKonJDBmGvQNBKGRHtvLemUjXhBfklZMF0ucHqbsKimOCxpMHsBvFv1s3WIS+tI8tjmt7zoAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T09:21:50.358586Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.12092","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9b9ee894d4c24898df0f481644ac0f226c2adcb4cb8931579eff09720b7329ee","sha256:c74e5d9cd4f5220680be226ced354c728dd6d34057cd86d0f9b8f58e65d154ec"],"state_sha256":"c5fb780c66250044d60315804dee1425db101b0ab4995eebb90a762ea4c1dde4"}