{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:YGCDIZABKNDCO4HAYUSCLBROUB","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":"e2961f3207d45aefacded95cac316ceae2339d1c65cf2ddff626f1bcf1ed39db","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-04-09T06:18:24Z","title_canon_sha256":"df655f4ff8da296d625a510836cad0215eb8c240c6b828bea0d47c5fe79579c9"},"schema_version":"1.0","source":{"id":"2504.06614","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.06614","created_at":"2026-07-05T10:46:29Z"},{"alias_kind":"arxiv_version","alias_value":"2504.06614v1","created_at":"2026-07-05T10:46:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.06614","created_at":"2026-07-05T10:46:29Z"},{"alias_kind":"pith_short_12","alias_value":"YGCDIZABKNDC","created_at":"2026-07-05T10:46:29Z"},{"alias_kind":"pith_short_16","alias_value":"YGCDIZABKNDCO4HA","created_at":"2026-07-05T10:46:29Z"},{"alias_kind":"pith_short_8","alias_value":"YGCDIZAB","created_at":"2026-07-05T10:46:29Z"}],"graph_snapshots":[{"event_id":"sha256:87c175576660168b9526a5dd4a28815d6ff939e386a7c3f7e9b478730a4ebcf5","target":"graph","created_at":"2026-07-05T10:46:29Z","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/2504.06614/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Distributed databases are critical infrastructures for today's large-scale software systems, making effective failure management essential to ensure software availability. However, existing approaches often overlook the role distinctions within distributed databases and rely on small-scale models with limited generalization capabilities. In this paper, we conduct a preliminary empirical study to emphasize the unique significance of different roles. Building on this insight, we propose AgentFM, a role-aware failure management framework for distributed databases powered by LLM-driven multi-agent","authors_text":"Chiming Duan, Lingzhe Zhang, Tong Jia, Xiaosong Huang, Ying Li, Yunpeng Zhai","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-04-09T06:18:24Z","title":"AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.06614","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:a128495cae39f2445839c5b75ba8768752f999e23f5747000fdcb18e3c969292","target":"record","created_at":"2026-07-05T10:46:29Z","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":"e2961f3207d45aefacded95cac316ceae2339d1c65cf2ddff626f1bcf1ed39db","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2025-04-09T06:18:24Z","title_canon_sha256":"df655f4ff8da296d625a510836cad0215eb8c240c6b828bea0d47c5fe79579c9"},"schema_version":"1.0","source":{"id":"2504.06614","kind":"arxiv","version":1}},"canonical_sha256":"c18434640153462770e0c52425862ea049bbe30e3d33047503b653fd5ae24c03","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c18434640153462770e0c52425862ea049bbe30e3d33047503b653fd5ae24c03","first_computed_at":"2026-07-05T10:46:29.880589Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:46:29.880589Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3P+UNMMIN3TOxHeNPTi54MhCNrih4+RHcLgmg3CxUERdV7iO5h+EJ6bnSxx41LG3omEGxT0pJ4ruDlr8E6UJBg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:46:29.881061Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.06614","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a128495cae39f2445839c5b75ba8768752f999e23f5747000fdcb18e3c969292","sha256:87c175576660168b9526a5dd4a28815d6ff939e386a7c3f7e9b478730a4ebcf5"],"state_sha256":"a07cce6d06c399764e6beac42e055e428a1592dcddab2bf6e8a3bf6ba67bf0d3"}