{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:3UMKSC5I2FSBZF76T32DFVC3GA","short_pith_number":"pith:3UMKSC5I","schema_version":"1.0","canonical_sha256":"dd18a90ba8d1641c97fe9ef432d45b30203f0c536d5075351c9f741ed37f6769","source":{"kind":"arxiv","id":"2404.12135","version":3},"attestation_state":"computed","paper":{"title":"mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CR","cs.DC"],"primary_cat":"cs.MA","authors_text":"Bo Zhang, Chaoran Yan, Hongcheng Guo, Jian Yang, Liangfan Zheng, Tongliang Li, Wei Zhang, Xu Shi, Yi Zhang, Zhoujin Tian, Zhoujun Li","submitted_at":"2024-04-18T12:35:39Z","abstract_excerpt":"Root cause analysis (RCA) in Micro-services architecture (MSA) with escalating complexity encounters complex challenges in maintaining system stability and efficiency due to fault propagation and circular dependencies among nodes. Diverse root cause analysis faults require multi-agents with diverse expertise. To mitigate the hallucination problem of large language models (LLMs), we design blockchain-inspired voting to ensure the reliability of the analysis by using a decentralized decision-making process. To avoid non-terminating loops led by common circular dependency in MSA, we objectively l"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2404.12135","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2024-04-18T12:35:39Z","cross_cats_sorted":["cs.CR","cs.DC"],"title_canon_sha256":"a085f3dde870ca4358a769498723b524fc0dd4b675954fcd1a67d76ad75d12f6","abstract_canon_sha256":"f037dfc6546858baa79b8c492a9fc773578411fef2e7b1e678bb0c565ddf4022"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:53:00.769795Z","signature_b64":"cVoj/OBxZpAVXblQCVdns3SnSWPbIRFd7ugC8Z4VKn/oFxUmi5WH/6roeL+3HeG/MNc4jgxFQbgqemfKkebKCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"dd18a90ba8d1641c97fe9ef432d45b30203f0c536d5075351c9f741ed37f6769","last_reissued_at":"2026-07-05T09:53:00.769320Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:53:00.769320Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CR","cs.DC"],"primary_cat":"cs.MA","authors_text":"Bo Zhang, Chaoran Yan, Hongcheng Guo, Jian Yang, Liangfan Zheng, Tongliang Li, Wei Zhang, Xu Shi, Yi Zhang, Zhoujin Tian, Zhoujun Li","submitted_at":"2024-04-18T12:35:39Z","abstract_excerpt":"Root cause analysis (RCA) in Micro-services architecture (MSA) with escalating complexity encounters complex challenges in maintaining system stability and efficiency due to fault propagation and circular dependencies among nodes. Diverse root cause analysis faults require multi-agents with diverse expertise. To mitigate the hallucination problem of large language models (LLMs), we design blockchain-inspired voting to ensure the reliability of the analysis by using a decentralized decision-making process. To avoid non-terminating loops led by common circular dependency in MSA, we objectively l"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.12135","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2404.12135/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2404.12135","created_at":"2026-07-05T09:53:00.769379+00:00"},{"alias_kind":"arxiv_version","alias_value":"2404.12135v3","created_at":"2026-07-05T09:53:00.769379+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.12135","created_at":"2026-07-05T09:53:00.769379+00:00"},{"alias_kind":"pith_short_12","alias_value":"3UMKSC5I2FSB","created_at":"2026-07-05T09:53:00.769379+00:00"},{"alias_kind":"pith_short_16","alias_value":"3UMKSC5I2FSBZF76","created_at":"2026-07-05T09:53:00.769379+00:00"},{"alias_kind":"pith_short_8","alias_value":"3UMKSC5I","created_at":"2026-07-05T09:53:00.769379+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":2,"internal_anchor_count":0,"sample":[{"citing_arxiv_id":"2606.19407","citing_title":"JustDiag!: A Diagnostic Justification Engine for Accountable Root Cause Analysis","ref_index":26,"is_internal_anchor":false},{"citing_arxiv_id":"2606.08590","citing_title":"Auditable Graph-Guided Root Cause Analysis for Kubernetes Incidents","ref_index":12,"is_internal_anchor":false}]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/3UMKSC5I2FSBZF76T32DFVC3GA","json":"https://pith.science/pith/3UMKSC5I2FSBZF76T32DFVC3GA.json","graph_json":"https://pith.science/api/pith-number/3UMKSC5I2FSBZF76T32DFVC3GA/graph.json","events_json":"https://pith.science/api/pith-number/3UMKSC5I2FSBZF76T32DFVC3GA/events.json","paper":"https://pith.science/paper/3UMKSC5I"},"agent_actions":{"view_html":"https://pith.science/pith/3UMKSC5I2FSBZF76T32DFVC3GA","download_json":"https://pith.science/pith/3UMKSC5I2FSBZF76T32DFVC3GA.json","view_paper":"https://pith.science/paper/3UMKSC5I","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2404.12135&json=true","fetch_graph":"https://pith.science/api/pith-number/3UMKSC5I2FSBZF76T32DFVC3GA/graph.json","fetch_events":"https://pith.science/api/pith-number/3UMKSC5I2FSBZF76T32DFVC3GA/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/3UMKSC5I2FSBZF76T32DFVC3GA/action/timestamp_anchor","attest_storage":"https://pith.science/pith/3UMKSC5I2FSBZF76T32DFVC3GA/action/storage_attestation","attest_author":"https://pith.science/pith/3UMKSC5I2FSBZF76T32DFVC3GA/action/author_attestation","sign_citation":"https://pith.science/pith/3UMKSC5I2FSBZF76T32DFVC3GA/action/citation_signature","submit_replication":"https://pith.science/pith/3UMKSC5I2FSBZF76T32DFVC3GA/action/replication_record"}},"created_at":"2026-07-05T09:53:00.769379+00:00","updated_at":"2026-07-05T09:53:00.769379+00:00"}