{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:6A2YA4TNS4E7U54ZNHBBD5ZBOE","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":"bfd5e8616f9dea4b5a9e1407d01bab8b0b3329f91113cde06255a0a987996345","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DC","submitted_at":"2026-06-20T18:02:59Z","title_canon_sha256":"35f9287c75b7a79876d9156b197ad0f2c88943a8c883fc2cd6c94aa699bc64c4"},"schema_version":"1.0","source":{"id":"2606.22175","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.22175","created_at":"2026-06-23T02:13:31Z"},{"alias_kind":"arxiv_version","alias_value":"2606.22175v1","created_at":"2026-06-23T02:13:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.22175","created_at":"2026-06-23T02:13:31Z"},{"alias_kind":"pith_short_12","alias_value":"6A2YA4TNS4E7","created_at":"2026-06-23T02:13:31Z"},{"alias_kind":"pith_short_16","alias_value":"6A2YA4TNS4E7U54Z","created_at":"2026-06-23T02:13:31Z"},{"alias_kind":"pith_short_8","alias_value":"6A2YA4TN","created_at":"2026-06-23T02:13:31Z"}],"graph_snapshots":[{"event_id":"sha256:51e935be884811d6479107a0835bc74e34ede4437128f76b4c1567addf4afed6","target":"graph","created_at":"2026-06-23T02:13:31Z","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/2606.22175/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The integration of LLMs into high-throughput workflows is creating a new class of workloads on HPC clusters that promises to accelerate advances in scientific discovery with unprecedented generative capabilities. However, the traditional task model imposes a prohibitive overhead in this new domain: each task must create its computational state from scratch and destroy it upon completion. For each LLM inference task, this \"create-destroy\" model forces the repeated and costly transfer of multi-gigabyte model parameters from a long-term, reliable storage to a compute node's local disk, its CPU me","authors_text":"Douglas Thain, Thanh Son Phung","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DC","submitted_at":"2026-06-20T18:02:59Z","title":"StickyInvoc: Rethinking Task Models for High-throughput Workflows in the LLM Era"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.22175","kind":"arxiv","version":1},"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":"sha256:334e0b145b9283f98029dd46a9078a76c0b654ed71e5fa73f65062c6a983992b","target":"record","created_at":"2026-06-23T02:13:31Z","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":"bfd5e8616f9dea4b5a9e1407d01bab8b0b3329f91113cde06255a0a987996345","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.DC","submitted_at":"2026-06-20T18:02:59Z","title_canon_sha256":"35f9287c75b7a79876d9156b197ad0f2c88943a8c883fc2cd6c94aa699bc64c4"},"schema_version":"1.0","source":{"id":"2606.22175","kind":"arxiv","version":1}},"canonical_sha256":"f03580726d9709fa779969c211f721713a630709203bef17462d65c0bd6bd085","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f03580726d9709fa779969c211f721713a630709203bef17462d65c0bd6bd085","first_computed_at":"2026-06-23T02:13:31.129264Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-23T02:13:31.129264Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"YBQN4F6YNMU5sltD34LDagFlUI9eUCItLieQB4TSF9Jy8MiiY1wIDX49clxnJdWGsDZCsmeF1RCeRuewDORzCA==","signature_status":"signed_v1","signed_at":"2026-06-23T02:13:31.129662Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.22175","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:334e0b145b9283f98029dd46a9078a76c0b654ed71e5fa73f65062c6a983992b","sha256:51e935be884811d6479107a0835bc74e34ede4437128f76b4c1567addf4afed6"],"state_sha256":"7eec3df3b5a015411ae0ae5136efe5b56f3e2fb0fdca671a177eabee49432529"}