{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:WCJL7KRWOAJS3Q6N5YPFUIRCT3","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":"c79b53123dd0981511219793aac9f572b7ff123ca0deddf2ab9944c32ca2865a","cross_cats_sorted":["cs.DB","cs.PF"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2017-04-10T13:46:58Z","title_canon_sha256":"9443170583f43e0e1fb9767be54ec939a20934c4c3d7a4a6596794abec801e75"},"schema_version":"1.0","source":{"id":"1704.02855","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1704.02855","created_at":"2026-05-18T00:44:08Z"},{"alias_kind":"arxiv_version","alias_value":"1704.02855v2","created_at":"2026-05-18T00:44:08Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1704.02855","created_at":"2026-05-18T00:44:08Z"},{"alias_kind":"pith_short_12","alias_value":"WCJL7KRWOAJS","created_at":"2026-05-18T12:31:53Z"},{"alias_kind":"pith_short_16","alias_value":"WCJL7KRWOAJS3Q6N","created_at":"2026-05-18T12:31:53Z"},{"alias_kind":"pith_short_8","alias_value":"WCJL7KRW","created_at":"2026-05-18T12:31:53Z"}],"graph_snapshots":[{"event_id":"sha256:521145a8c2706f3a4366fc1d4dc8c1c19b75ad1b0106c76265c8ec05804b5bd0","target":"graph","created_at":"2026-05-18T00:44:08Z","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":"The adoption of the distributed paradigm has allowed applications to increase their scalability, robustness and fault tolerance, but it has also complicated their structure, leading to an exponential growth of the applications' configuration space and increased difficulty in predicting their performance. In this work, we describe a novel, automated profiling methodology that makes no assumptions on application structure. Our approach utilizes oblique Decision Trees in order to recursively partition an application's configuration space in disjoint regions, choose a set of representative samples","authors_text":"Dimitrios Tsoumakos, Ioannis Giannakopoulos, Nectarios Koziris","cross_cats":["cs.DB","cs.PF"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2017-04-10T13:46:58Z","title":"A Decision Tree Based Approach Towards Adaptive Profiling of Distributed Applications"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1704.02855","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":"sha256:48c3c37cee214358cd51655a4cf732445c9b034ac41f92e81c33fb730eeada6f","target":"record","created_at":"2026-05-18T00:44:08Z","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":"c79b53123dd0981511219793aac9f572b7ff123ca0deddf2ab9944c32ca2865a","cross_cats_sorted":["cs.DB","cs.PF"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2017-04-10T13:46:58Z","title_canon_sha256":"9443170583f43e0e1fb9767be54ec939a20934c4c3d7a4a6596794abec801e75"},"schema_version":"1.0","source":{"id":"1704.02855","kind":"arxiv","version":2}},"canonical_sha256":"b092bfaa3670132dc3cdee1e5a22229efe45d670f1cd1bd4e09766f097e7f5a7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b092bfaa3670132dc3cdee1e5a22229efe45d670f1cd1bd4e09766f097e7f5a7","first_computed_at":"2026-05-18T00:44:08.675832Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:44:08.675832Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"rpqNdgW7MfWp1OBVPYLVBV13Sc+Ies2mjwevI4WUIhBRj2Y8QGs/YCJcZtLUuJlVWKKqaDDV9RVH0oTFuGoLCQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:44:08.676380Z","signed_message":"canonical_sha256_bytes"},"source_id":"1704.02855","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:48c3c37cee214358cd51655a4cf732445c9b034ac41f92e81c33fb730eeada6f","sha256:521145a8c2706f3a4366fc1d4dc8c1c19b75ad1b0106c76265c8ec05804b5bd0"],"state_sha256":"a8b5de3b51ab485c9a6c53b77a196d427e0aeafd27ad8eab6d2c1d8b16dea99c"}