{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2020:UOU3JSYSACWKS5VGNNINEYXEI6","short_pith_number":"pith:UOU3JSYS","schema_version":"1.0","canonical_sha256":"a3a9b4cb1200aca976a66b50d262e447a14c1ba5e5286a238bf2b8fba0490381","source":{"kind":"arxiv","id":"2010.13681","version":1},"attestation_state":"computed","paper":{"title":"Aggregate-Driven Trace Visualizations for Performance Debugging","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.DC","authors_text":"Ivan Beschastnikh, Jonathan Mace, Matheus Stolet, Tamara Munzner, Thomas Davidson, Vaastav Anand","submitted_at":"2020-10-26T15:59:02Z","abstract_excerpt":"Performance issues in cloud systems are hard to debug. Distributed tracing is a widely adopted approach that gives engineers visibility into cloud systems. Existing trace analysis approaches focus on debugging single request correctness issues but not debugging single request performance issues. Diagnosing a performance issue in a given request requires comparing the performance of the offending request with the aggregate performance of typical requests. Effective and efficient debugging of such issues faces three challenges: (i) identifying the correct aggregate data for diagnosis; (ii) visua"},"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":"2010.13681","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2020-10-26T15:59:02Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"9a3750000623c0af94eee02fd4b483b352d8ef798bc6ceaee8787d6095dc1cb3","abstract_canon_sha256":"d75acef27f1db21e4139c973aefe758055883976290ca1c30e0e29d544709896"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T01:46:08.511287Z","signature_b64":"takmwpFF66f5nuiHvmF+ocdC/0kdCqbl+dASP1g44Ppqyc+DWKphJR9TBBdNiOhYXeqPQL3qGZZ+hPc2FmTkAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a3a9b4cb1200aca976a66b50d262e447a14c1ba5e5286a238bf2b8fba0490381","last_reissued_at":"2026-07-05T01:46:08.510674Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T01:46:08.510674Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Aggregate-Driven Trace Visualizations for Performance Debugging","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.DC","authors_text":"Ivan Beschastnikh, Jonathan Mace, Matheus Stolet, Tamara Munzner, Thomas Davidson, Vaastav Anand","submitted_at":"2020-10-26T15:59:02Z","abstract_excerpt":"Performance issues in cloud systems are hard to debug. Distributed tracing is a widely adopted approach that gives engineers visibility into cloud systems. Existing trace analysis approaches focus on debugging single request correctness issues but not debugging single request performance issues. Diagnosing a performance issue in a given request requires comparing the performance of the offending request with the aggregate performance of typical requests. Effective and efficient debugging of such issues faces three challenges: (i) identifying the correct aggregate data for diagnosis; (ii) visua"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2010.13681","kind":"arxiv","version":1},"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/2010.13681/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":"2010.13681","created_at":"2026-07-05T01:46:08.510762+00:00"},{"alias_kind":"arxiv_version","alias_value":"2010.13681v1","created_at":"2026-07-05T01:46:08.510762+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2010.13681","created_at":"2026-07-05T01:46:08.510762+00:00"},{"alias_kind":"pith_short_12","alias_value":"UOU3JSYSACWK","created_at":"2026-07-05T01:46:08.510762+00:00"},{"alias_kind":"pith_short_16","alias_value":"UOU3JSYSACWKS5VG","created_at":"2026-07-05T01:46:08.510762+00:00"},{"alias_kind":"pith_short_8","alias_value":"UOU3JSYS","created_at":"2026-07-05T01:46:08.510762+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/UOU3JSYSACWKS5VGNNINEYXEI6","json":"https://pith.science/pith/UOU3JSYSACWKS5VGNNINEYXEI6.json","graph_json":"https://pith.science/api/pith-number/UOU3JSYSACWKS5VGNNINEYXEI6/graph.json","events_json":"https://pith.science/api/pith-number/UOU3JSYSACWKS5VGNNINEYXEI6/events.json","paper":"https://pith.science/paper/UOU3JSYS"},"agent_actions":{"view_html":"https://pith.science/pith/UOU3JSYSACWKS5VGNNINEYXEI6","download_json":"https://pith.science/pith/UOU3JSYSACWKS5VGNNINEYXEI6.json","view_paper":"https://pith.science/paper/UOU3JSYS","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2010.13681&json=true","fetch_graph":"https://pith.science/api/pith-number/UOU3JSYSACWKS5VGNNINEYXEI6/graph.json","fetch_events":"https://pith.science/api/pith-number/UOU3JSYSACWKS5VGNNINEYXEI6/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/UOU3JSYSACWKS5VGNNINEYXEI6/action/timestamp_anchor","attest_storage":"https://pith.science/pith/UOU3JSYSACWKS5VGNNINEYXEI6/action/storage_attestation","attest_author":"https://pith.science/pith/UOU3JSYSACWKS5VGNNINEYXEI6/action/author_attestation","sign_citation":"https://pith.science/pith/UOU3JSYSACWKS5VGNNINEYXEI6/action/citation_signature","submit_replication":"https://pith.science/pith/UOU3JSYSACWKS5VGNNINEYXEI6/action/replication_record"}},"created_at":"2026-07-05T01:46:08.510762+00:00","updated_at":"2026-07-05T01:46:08.510762+00:00"}