{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T16:58:37Z","timestamp":1783011517487,"version":"3.54.6"},"reference-count":36,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Ministry of Culture and Innovation and the National Research, Development and Innovation Office within the framework of the National Laboratory of Infocommunication and Information Technology"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3594469","type":"journal-article","created":{"date-parts":[[2025,7,31]],"date-time":"2025-07-31T18:33:44Z","timestamp":1753986824000},"page":"136288-136311","source":"Crossref","is-referenced-by-count":3,"title":["Anomaly Detection Algorithms for Real-Time Log Data Analysis at Scale"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5855-4186","authenticated-orcid":false,"given":"Andr\u00e1s","family":"Horv\u00e1th","sequence":"first","affiliation":[{"name":"Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-4796-8932","authenticated-orcid":false,"given":"Andr\u00e1s","family":"Ol\u00e1h","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-4089-6749","authenticated-orcid":false,"given":"Attila","family":"Pint\u00e9r","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1716-5058","authenticated-orcid":false,"given":"B\u00e1lint","family":"Sikl\u00f3si","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gergely","family":"Luk\u00e1cs","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4385-4204","authenticated-orcid":false,"given":"Istv\u00e1n Z.","family":"Reguly","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1852-0816","authenticated-orcid":false,"given":"K\u00e1lm\u00e1n","family":"Tornai","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tam\u00e1s","family":"Zsedrovits","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-9679-608X","authenticated-orcid":false,"given":"Zolt\u00e1n","family":"M\u00e1th\u00e9","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Kubernetes Official Website","year":"2025"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/icse-companion.2019.00023"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-80821-1_2"},{"key":"ref4","volume-title":"OpenSearch Official Website","year":"2025"},{"key":"ref5","volume-title":"Splunk Official Website","year":"2025"},{"key":"ref6","volume-title":"Dynatrace Official Website","year":"2025"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134015"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/658"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3338906.3338931"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ijcnn52387.2021.9534113"},{"key":"ref11","article-title":"TransLog: A unified transformer-based framework for log anomaly detection","author":"Guo","year":"2021","journal-title":"arXiv:2201.00016"},{"key":"ref12","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"arXiv:1706.03762"},{"key":"ref13","article-title":"Interpretable online log analysis using large language models with prompt strategies","author":"Liu","year":"2023","journal-title":"arXiv:2308.07610"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/icdm50108.2020.00148"},{"key":"ref15","volume-title":"Elasticsearch Common Schema (ECS) Reference","year":"2025"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-9075-0_3"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3544497.3544500"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/d18-2012"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3540250.3558963"},{"key":"ref20","article-title":"LLaMA: Open and efficient foundation language models","author":"Touvron","year":"2023","journal-title":"arXiv:2302.13971"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3115\/1073083.1073135"},{"key":"ref22","article-title":"Loghub: A large collection of system log datasets for AI-driven log analytics","author":"Zhu","year":"2020","journal-title":"arXiv:2008.06448"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/dsn.2007.103"},{"key":"ref24","volume-title":"AI and Observability Role in an E-Government Ecosystem","author":"Mathe","year":"2023"},{"key":"ref25","volume-title":"Source Code of the Anomaly Detection Methods","author":"Guohx","year":"2025"},{"key":"ref26","article-title":"RAGLog: Log anomaly detection using retrieval augmented generation","author":"Pan","year":"2023","journal-title":"arXiv:2311.05261"},{"key":"ref27","volume-title":"The High-Performance Vector Database Built for Scale, Milvus","year":"2025"},{"key":"ref28","volume-title":"OpenAI API","year":"2025"},{"key":"ref29","volume-title":"Fluentd Official Website","year":"2025"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/icws.2017.13"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCSW.2011.20"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-023-04087-7"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/access.2025.3561669"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ase51524.2021.9678773"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/access.2025.3565220"},{"key":"ref36","volume-title":"Infinity-to embeddings and beyond","author":"Feil","year":"2025"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11105402.pdf?arnumber=11105402","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,11]],"date-time":"2025-08-11T17:44:40Z","timestamp":1754934280000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11105402\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3594469","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}