{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2012:POXCGVXKKVGLUXFJXR7W2JRP6D","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":"d7684304c79054ce3d68b5b6eece7f0c1b8cf1d19d2db0c1fb8297caaab699a3","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2012-04-26T01:49:57Z","title_canon_sha256":"4ddace35cdf814c3bf13553f33dd3bcef4b9605417bd7ec16d76d233ea3259e1"},"schema_version":"1.0","source":{"id":"1204.5805","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1204.5805","created_at":"2026-05-18T03:56:59Z"},{"alias_kind":"arxiv_version","alias_value":"1204.5805v1","created_at":"2026-05-18T03:56:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1204.5805","created_at":"2026-05-18T03:56:59Z"},{"alias_kind":"pith_short_12","alias_value":"POXCGVXKKVGL","created_at":"2026-05-18T12:27:18Z"},{"alias_kind":"pith_short_16","alias_value":"POXCGVXKKVGLUXFJ","created_at":"2026-05-18T12:27:18Z"},{"alias_kind":"pith_short_8","alias_value":"POXCGVXK","created_at":"2026-05-18T12:27:18Z"}],"graph_snapshots":[{"event_id":"sha256:f5ca72d4cec941ec76b90739ff78137942a8d95b1c34718b6c6d3110ab4a9626","target":"graph","created_at":"2026-05-18T03:56:59Z","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"},"paper":{"abstract_excerpt":"We present an automated solution for rapid diagnosis of client device problems in private cloud environments: the Intelligent Automated Client Diagnostic (IACD) system. Clients are diagnosed with the aid of Transmission Control Protocol (TCP) packet traces, by (i) observation of anomalous artifacts occurring as a result of each fault and (ii) subsequent use of the inference capabilities of soft-margin Support Vector Machine (SVM) classifiers. The IACD system features a modular design and is extendible to new faults, with detection capability unaffected by the TCP variant used at the client. Ex","authors_text":"C. Widanapathirana, J. Li, M. Ivanovich, P. Fitzpatrick, Y.A. Sekercioglu","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2012-04-26T01:49:57Z","title":"Intelligent Automated Diagnosis of Client Device Bottlenecks in Private Clouds"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1204.5805","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":"sha256:40b2f2039b227550612286f04af63bfe09c435b46482c14fb1bb028e16f7f56c","target":"record","created_at":"2026-05-18T03:56:59Z","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":"d7684304c79054ce3d68b5b6eece7f0c1b8cf1d19d2db0c1fb8297caaab699a3","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2012-04-26T01:49:57Z","title_canon_sha256":"4ddace35cdf814c3bf13553f33dd3bcef4b9605417bd7ec16d76d233ea3259e1"},"schema_version":"1.0","source":{"id":"1204.5805","kind":"arxiv","version":1}},"canonical_sha256":"7bae2356ea554cba5ca9bc7f6d262ff0c5a7b30ec561d73020b1302d40a1462b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7bae2356ea554cba5ca9bc7f6d262ff0c5a7b30ec561d73020b1302d40a1462b","first_computed_at":"2026-05-18T03:56:59.506112Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T03:56:59.506112Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"w09Ig9/MGE7T4cHR8bXPT2DcSfE606Q31UIlMdQJgRtEvqBiJSMBMvGb4sQW+u1AUJfekwr9KzwLT5ZVt0mZDw==","signature_status":"signed_v1","signed_at":"2026-05-18T03:56:59.507977Z","signed_message":"canonical_sha256_bytes"},"source_id":"1204.5805","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:40b2f2039b227550612286f04af63bfe09c435b46482c14fb1bb028e16f7f56c","sha256:f5ca72d4cec941ec76b90739ff78137942a8d95b1c34718b6c6d3110ab4a9626"],"state_sha256":"5b8eda2d1d72894bc35ebd5c90902d2e7be0ab9d7139f31edc8aad69df94446b"}