{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,29]],"date-time":"2025-11-29T16:25:31Z","timestamp":1764433531611,"version":"3.37.3"},"reference-count":67,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/100020409","name":"Analytical Center for the Government of the Russian Federation","doi-asserted-by":"publisher","award":["70-2021-00143","IGK 000000D730321P5Q0002"],"award-info":[{"award-number":["70-2021-00143","IGK 000000D730321P5Q0002"]}],"id":[{"id":"10.13039\/100020409","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3319438","type":"journal-article","created":{"date-parts":[[2023,9,26]],"date-time":"2023-09-26T17:53:20Z","timestamp":1695750800000},"page":"108178-108197","source":"Crossref","is-referenced-by-count":4,"title":["Failure Detection Using Semantic Analysis and Attention-Based Classifier Model for IT Infrastructure Log Data"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6022-4565","authenticated-orcid":false,"given":"Deepali Arun","family":"Bhanage","sequence":"first","affiliation":[{"name":"Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ambika Vishal","family":"Pawar","sequence":"additional","affiliation":[{"name":"Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2653-3780","authenticated-orcid":false,"given":"Ketan","family":"Kotecha","sequence":"additional","affiliation":[{"name":"Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International University, Pune, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0169-6738","authenticated-orcid":false,"given":"Ajith","family":"Abraham","sequence":"additional","affiliation":[{"name":"School of Computer Science, Engineering and Technology, Bennett University, Greater Noida, Uttar Pradesh, India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.32604\/csse.2022.022365"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/6623666"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS47738.2020.9110435"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9534113"},{"journal-title":"GitHub&#x2014;Logpai\/Loglizer A Machine Learning Toolkit for Log-Based Anomaly Detection","year":"2023","key":"ref59"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/DSN48987.2021.00037"},{"journal-title":"Benchmark&#x2014;Bert-As-Service 1 6 1 Documentation","year":"2022","key":"ref58"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.10.118"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1080\/00220670209598786"},{"key":"ref11","article-title":"DigitalCommons @ University of Nebraska&#x2014;Lincoln review and analysis of failure detection and prevention techniques in IT infrastructure monitoring","author":"bhanage","year":"2021","journal-title":"Library Philosophy & Practice"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-20149-z"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3128283"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1186\/s13634-021-00742-6"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-91431-8_50"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3076897"},{"key":"ref19","first-page":"37","article-title":"Detecting large-scale system problems by mining console logs","author":"xu","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn (ICML)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3338906.3338931"},{"journal-title":"Android | The Platform Pushing What&#x2019;s Possible","year":"2023","key":"ref51"},{"key":"ref50","article-title":"Filtering failure logs for a BlueGene\/L prototype","author":"liang","year":"2005","journal-title":"Proc Int Conf Dependable Syst Netw (DSN)"},{"journal-title":"Apache HTTP Server Project","year":"2023","key":"ref46"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134015"},{"journal-title":"OpenStack Open Source Cloud Computing Infrastructure","year":"2023","key":"ref48"},{"journal-title":"Public Security Log Sharing","year":"2023","key":"ref47"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.32604\/csse.2022.022365"},{"key":"ref41","first-page":"1","article-title":"A directed acyclic graph approach to online log parsing","author":"he","year":"2018","journal-title":"arXiv 1806 04356"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2008.09.009"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-9228-5_24"},{"journal-title":"CloudLab","year":"2023","key":"ref49"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2019.2930040"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3219617.3219643"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM50108.2020.00148"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2016.2539945"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3341301.3359650"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS.2018.8624141"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486257"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2017.13"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/08839514.2022.2145642"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3427796.3427808"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.138"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0103"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE5003.2020.00018"},{"journal-title":"Log4j&#x2014;Apache Log4j 2","year":"2023","key":"ref30"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.3034647"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE5003.2020.00013"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1108\/IDD-06-2020-0060"},{"journal-title":"The Cost of Downtime&#x2014;Andrew Lerner","year":"2020","key":"ref1"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3196321.3196340"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CNSM.2015.7367331"},{"key":"ref24","first-page":"705","article-title":"Robust analysis of IT infrastructure&#x2019;s log data with BERT language model","volume":"14","author":"bhanage","year":"2023","journal-title":"Int J Adv Comput Sci Appl"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCN49398.2020.9209707"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CloudIntelligence52565.2021.00013"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3201379"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3238147.3238193"},{"key":"ref20","article-title":"Mining invariants from console logs for system problem detection","author":"lou","year":"2010","journal-title":"Proc USENIX Conf USENIX Annu Tech Conf"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/3385187"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2007.103"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/658"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8622611"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/HiPC.2017.00044"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.3390\/s20092451"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2591062.2591175"},{"journal-title":"BERT Explained A Complete Guide with Theory and Tutorial&#x2014;Towards Machine Learning","year":"2021","key":"ref27"},{"key":"ref29","article-title":"Loghub: A large collection of system log datasets towards automated log analytics","author":"he","year":"2020","journal-title":"arXiv 2008 06448"},{"journal-title":"GitHub&#x2014;Nailo2c\/Deeplog PyTorch Implements DeepLog Anomaly Detection and Diagnosis From System Logs Through Deep Learning","year":"2023","key":"ref60"},{"journal-title":"GitHub&#x2014;HelenGuohx\/Logbert Log Anomaly Detection Via BERT","year":"2023","key":"ref62"},{"journal-title":"GitHub&#x2014;Donglee-Afar\/Logdeep Log Anomaly Detection Toolkit Including DeepLog","year":"2023","key":"ref61"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10264077.pdf?arnumber=10264077","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,30]],"date-time":"2023-10-30T19:22:48Z","timestamp":1698693768000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10264077\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":67,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3319438","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2023]]}}}