{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:6XON5PIHJKKLIYYEUVDFNDG4EL","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":"a6f70e30de62b8c36e3ef5b9b8b8a091a07068aa5f248a05959c9c31f1f13758","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.DC","submitted_at":"2020-03-07T01:08:44Z","title_canon_sha256":"420473493ee3f1269b90b3373f61016fbaa6240702721856119ed6cc2792d1c0"},"schema_version":"1.0","source":{"id":"2003.03479","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2003.03479","created_at":"2026-07-05T02:08:17Z"},{"alias_kind":"arxiv_version","alias_value":"2003.03479v2","created_at":"2026-07-05T02:08:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2003.03479","created_at":"2026-07-05T02:08:17Z"},{"alias_kind":"pith_short_12","alias_value":"6XON5PIHJKKL","created_at":"2026-07-05T02:08:17Z"},{"alias_kind":"pith_short_16","alias_value":"6XON5PIHJKKLIYYE","created_at":"2026-07-05T02:08:17Z"},{"alias_kind":"pith_short_8","alias_value":"6XON5PIH","created_at":"2026-07-05T02:08:17Z"}],"graph_snapshots":[{"event_id":"sha256:837f6f9f42085bed35df5b16f60f5e26c052906fb80eff69b41a14d29cd6be42","target":"graph","created_at":"2026-07-05T02:08:17Z","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/2003.03479/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In the Ethereum network, miners are incentivized to include transactions in a block depending on the gas price specified by the sender. The sender of a transaction therefore faces a trade-off between timely inclusion and cost of his transaction. Existing recommendation mechanisms aggregate recent gas price data on a per-block basis to suggest a gas price. We perform an empirical analysis of historic block data to motivate the use of a predictive model for gas price recommendation. Subsequently, we propose a novel mechanism that combines a deep-learning based price forecasting model as well as ","authors_text":"Daniel Perez, Paul J. Pritz, Sam M. Werner","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.DC","submitted_at":"2020-03-07T01:08:44Z","title":"Step on the Gas? A Better Approach for Recommending the Ethereum Gas Price"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2003.03479","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:b93a29ac2a099a683e11bcd5a0dc3c26976bf8f64281aad9ffa325e59d9c4ccb","target":"record","created_at":"2026-07-05T02:08:17Z","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":"a6f70e30de62b8c36e3ef5b9b8b8a091a07068aa5f248a05959c9c31f1f13758","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.DC","submitted_at":"2020-03-07T01:08:44Z","title_canon_sha256":"420473493ee3f1269b90b3373f61016fbaa6240702721856119ed6cc2792d1c0"},"schema_version":"1.0","source":{"id":"2003.03479","kind":"arxiv","version":2}},"canonical_sha256":"f5dcdebd074a94b46304a546568cdc22e754451276c8152d64541823095f6b14","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f5dcdebd074a94b46304a546568cdc22e754451276c8152d64541823095f6b14","first_computed_at":"2026-07-05T02:08:17.581928Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T02:08:17.581928Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"jan7Ys4Jnzqf7Qik/CXwXuaAkFp6KAG22d4yU0RopSK6uGaXrCiuGJGV98GujLsDwQCRF2TdNSx2aR2Qex2tAA==","signature_status":"signed_v1","signed_at":"2026-07-05T02:08:17.582426Z","signed_message":"canonical_sha256_bytes"},"source_id":"2003.03479","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b93a29ac2a099a683e11bcd5a0dc3c26976bf8f64281aad9ffa325e59d9c4ccb","sha256:837f6f9f42085bed35df5b16f60f5e26c052906fb80eff69b41a14d29cd6be42"],"state_sha256":"cd754902ab424c1482190569b6ba71ad34fc4c2ae06c1b37070d20de53f76312"}