{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2020:KWTGBDH357FHRDVVWXYNPLTZVP","short_pith_number":"pith:KWTGBDH3","canonical_record":{"source":{"id":"2012.09108","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2020-12-15T09:05:20Z","cross_cats_sorted":["cs.AI","cs.DC"],"title_canon_sha256":"0bab3df35feef7b82732d7760ca0ce921e14834b2fa557dc970d014337b22f28","abstract_canon_sha256":"80869cc715c711e6ebdf6ab6303862219598bf34d100be1f654e77e20349e971"},"schema_version":"1.0"},"canonical_sha256":"55a6608cfbefca788eb5b5f0d7ae79abf4667e82401f84d29fa3c39c674dc575","source":{"kind":"arxiv","id":"2012.09108","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2012.09108","created_at":"2026-07-05T02:00:06Z"},{"alias_kind":"arxiv_version","alias_value":"2012.09108v1","created_at":"2026-07-05T02:00:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2012.09108","created_at":"2026-07-05T02:00:06Z"},{"alias_kind":"pith_short_12","alias_value":"KWTGBDH357FH","created_at":"2026-07-05T02:00:06Z"},{"alias_kind":"pith_short_16","alias_value":"KWTGBDH357FHRDVV","created_at":"2026-07-05T02:00:06Z"},{"alias_kind":"pith_short_8","alias_value":"KWTGBDH3","created_at":"2026-07-05T02:00:06Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2020:KWTGBDH357FHRDVVWXYNPLTZVP","target":"record","payload":{"canonical_record":{"source":{"id":"2012.09108","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2020-12-15T09:05:20Z","cross_cats_sorted":["cs.AI","cs.DC"],"title_canon_sha256":"0bab3df35feef7b82732d7760ca0ce921e14834b2fa557dc970d014337b22f28","abstract_canon_sha256":"80869cc715c711e6ebdf6ab6303862219598bf34d100be1f654e77e20349e971"},"schema_version":"1.0"},"canonical_sha256":"55a6608cfbefca788eb5b5f0d7ae79abf4667e82401f84d29fa3c39c674dc575","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T02:00:06.946827Z","signature_b64":"y+Gj3m2TwLFzBCB/9c6/dMwhmvFmkRZUERfgwtsTxfS3yg56rNUtclLYDdS7AGSa+uFl29GLWE2XNV6QBXjNCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"55a6608cfbefca788eb5b5f0d7ae79abf4667e82401f84d29fa3c39c674dc575","last_reissued_at":"2026-07-05T02:00:06.946374Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T02:00:06.946374Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2012.09108","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T02:00:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8ODMfSp5ms7OXIDI2XoDJUu20mg5EUAjg1laifFoCy7EavTN2UaO58D7LTuSFUtPchgucfcWCZ90S2x9WlNIDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T16:50:54.625982Z"},"content_sha256":"998cb1d1b34d8b28851d4487d7010e856917d405f0b130b462b89724d4ad44a8","schema_version":"1.0","event_id":"sha256:998cb1d1b34d8b28851d4487d7010e856917d405f0b130b462b89724d4ad44a8"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2020:KWTGBDH357FHRDVVWXYNPLTZVP","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A Systematic Mapping Study in AIOps","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.DC"],"primary_cat":"cs.CY","authors_text":"Jorge Cardoso, Michael Gerndt, Paolo Notaro","submitted_at":"2020-12-15T09:05:20Z","abstract_excerpt":"IT systems of today are becoming larger and more complex, rendering their human supervision more difficult. Artificial Intelligence for IT Operations (AIOps) has been proposed to tackle modern IT administration challenges thanks to AI and Big Data. However, past AIOps contributions are scattered, unorganized and missing a common terminology convention, which renders their discovery and comparison impractical. In this work, we conduct an in-depth mapping study to collect and organize the numerous scattered contributions to AIOps in a unique reference index. We create an AIOps taxonomy to build "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2012.09108","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/2012.09108/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T02:00:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"T1GZnk53IHY8CbMOK4AUe+rgNbA8plRFRzO3DjOBw9Qd51/pE42qzrmMAYqJD1B2eH76hOuBremj5wxsQrclDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T16:50:54.628007Z"},"content_sha256":"890ec8ad6db6ea45e9f546db92c2863edc37b92abfbefdc1a0d03e78226cc45b","schema_version":"1.0","event_id":"sha256:890ec8ad6db6ea45e9f546db92c2863edc37b92abfbefdc1a0d03e78226cc45b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/KWTGBDH357FHRDVVWXYNPLTZVP/bundle.json","state_url":"https://pith.science/pith/KWTGBDH357FHRDVVWXYNPLTZVP/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/KWTGBDH357FHRDVVWXYNPLTZVP/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-03T16:50:54Z","links":{"resolver":"https://pith.science/pith/KWTGBDH357FHRDVVWXYNPLTZVP","bundle":"https://pith.science/pith/KWTGBDH357FHRDVVWXYNPLTZVP/bundle.json","state":"https://pith.science/pith/KWTGBDH357FHRDVVWXYNPLTZVP/state.json","well_known_bundle":"https://pith.science/.well-known/pith/KWTGBDH357FHRDVVWXYNPLTZVP/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:KWTGBDH357FHRDVVWXYNPLTZVP","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":"80869cc715c711e6ebdf6ab6303862219598bf34d100be1f654e77e20349e971","cross_cats_sorted":["cs.AI","cs.DC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2020-12-15T09:05:20Z","title_canon_sha256":"0bab3df35feef7b82732d7760ca0ce921e14834b2fa557dc970d014337b22f28"},"schema_version":"1.0","source":{"id":"2012.09108","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2012.09108","created_at":"2026-07-05T02:00:06Z"},{"alias_kind":"arxiv_version","alias_value":"2012.09108v1","created_at":"2026-07-05T02:00:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2012.09108","created_at":"2026-07-05T02:00:06Z"},{"alias_kind":"pith_short_12","alias_value":"KWTGBDH357FH","created_at":"2026-07-05T02:00:06Z"},{"alias_kind":"pith_short_16","alias_value":"KWTGBDH357FHRDVV","created_at":"2026-07-05T02:00:06Z"},{"alias_kind":"pith_short_8","alias_value":"KWTGBDH3","created_at":"2026-07-05T02:00:06Z"}],"graph_snapshots":[{"event_id":"sha256:890ec8ad6db6ea45e9f546db92c2863edc37b92abfbefdc1a0d03e78226cc45b","target":"graph","created_at":"2026-07-05T02:00:06Z","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/2012.09108/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"IT systems of today are becoming larger and more complex, rendering their human supervision more difficult. Artificial Intelligence for IT Operations (AIOps) has been proposed to tackle modern IT administration challenges thanks to AI and Big Data. However, past AIOps contributions are scattered, unorganized and missing a common terminology convention, which renders their discovery and comparison impractical. In this work, we conduct an in-depth mapping study to collect and organize the numerous scattered contributions to AIOps in a unique reference index. We create an AIOps taxonomy to build ","authors_text":"Jorge Cardoso, Michael Gerndt, Paolo Notaro","cross_cats":["cs.AI","cs.DC"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2020-12-15T09:05:20Z","title":"A Systematic Mapping Study in AIOps"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2012.09108","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":"sha256:998cb1d1b34d8b28851d4487d7010e856917d405f0b130b462b89724d4ad44a8","target":"record","created_at":"2026-07-05T02:00:06Z","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":"80869cc715c711e6ebdf6ab6303862219598bf34d100be1f654e77e20349e971","cross_cats_sorted":["cs.AI","cs.DC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2020-12-15T09:05:20Z","title_canon_sha256":"0bab3df35feef7b82732d7760ca0ce921e14834b2fa557dc970d014337b22f28"},"schema_version":"1.0","source":{"id":"2012.09108","kind":"arxiv","version":1}},"canonical_sha256":"55a6608cfbefca788eb5b5f0d7ae79abf4667e82401f84d29fa3c39c674dc575","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"55a6608cfbefca788eb5b5f0d7ae79abf4667e82401f84d29fa3c39c674dc575","first_computed_at":"2026-07-05T02:00:06.946374Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T02:00:06.946374Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"y+Gj3m2TwLFzBCB/9c6/dMwhmvFmkRZUERfgwtsTxfS3yg56rNUtclLYDdS7AGSa+uFl29GLWE2XNV6QBXjNCg==","signature_status":"signed_v1","signed_at":"2026-07-05T02:00:06.946827Z","signed_message":"canonical_sha256_bytes"},"source_id":"2012.09108","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:998cb1d1b34d8b28851d4487d7010e856917d405f0b130b462b89724d4ad44a8","sha256:890ec8ad6db6ea45e9f546db92c2863edc37b92abfbefdc1a0d03e78226cc45b"],"state_sha256":"7c8e4a2a9dd73e02ca6cf0ac8fae2f5f0292b628ac6e75cfd67ba21521ebdb78"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FeBS2kdlus+7aMlswzlJKOPPic7A/ueKYiF4mrhXfym/CBxhgFiTrQnU16LSabGM0cPJ3xvBScVOapre9S6tBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-03T16:50:54.635710Z","bundle_sha256":"687907ef15787655c356dcb5c9c7cb94565c711df8af0163a254d94d35ec68f1"}}