{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T02:17:25Z","timestamp":1771467445948,"version":"3.50.1"},"reference-count":35,"publisher":"IBM","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IBM J. Res. & Dev."],"published-print":{"date-parts":[[2017,1,1]]},"DOI":"10.1147\/jrd.2016.2630478","type":"journal-article","created":{"date-parts":[[2017,3,15]],"date-time":"2017-03-15T01:01:23Z","timestamp":1489539683000},"page":"6:62-6:73","source":"Crossref","is-referenced-by-count":10,"title":["IT troubleshooting with drift analysis in the DevOps era"],"prefix":"10.1147","volume":"61","author":[{"given":"F. J.","family":"Meng","sequence":"first","affiliation":[]},{"given":"M. N.","family":"Wegman","sequence":"additional","affiliation":[]},{"given":"J. M.","family":"Xu","sequence":"additional","affiliation":[]},{"given":"X.","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"P.","family":"Chen","sequence":"additional","affiliation":[]},{"given":"G.","family":"Chafle","sequence":"additional","affiliation":[]}],"member":"3082","reference":[{"key":"ref33","year":"0"},{"key":"ref32","year":"0"},{"key":"ref31","year":"0"},{"key":"ref30","year":"0"},{"key":"ref35","year":"0"},{"key":"ref34","year":"0"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2043556.2043572"},{"key":"ref11","article-title":"Production operations—The last mile of a DevOps strategy","author":"connolly","year":"2014"},{"key":"ref12","article-title":"Causal analysis makes availability and performance data actionable","author":"cappelli","year":"2015"},{"key":"ref13","year":"0"},{"key":"ref14","year":"0"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2541940.2541983"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2670979.2670987"},{"key":"ref17","year":"0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.scico.2003.12.009"},{"key":"ref19","first-page":"28","article-title":"Discovering correctness constraints for self-management of system configuration","author":"kiciman","year":"0","journal-title":"Proc Int Conf Auton Comput"},{"key":"ref28","first-page":"215","article-title":"PrefixSpan: Mining sequential patterns by prefix-projected growth","author":"pei","year":"0","journal-title":"Proc 17th Int Conf Data Eng"},{"key":"ref4","author":"clay","year":"2013"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/342009.335372"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2013.25"},{"key":"ref6","author":"linden","year":"2006"},{"key":"ref29","first-page":"115","article-title":"N-gram similarity and distance","author":"kondrak","year":"0","journal-title":"Proc 25th Int Conf String Process Inf Retrieval"},{"key":"ref5","author":"liddle","year":"2008"},{"key":"ref8","article-title":"Why do Internet services fail, and what can be done about it?","volume":"4","author":"oppenheimer","year":"0","journal-title":"Proc 4th USENIX Conf Internet Technol Syst"},{"key":"ref7","article-title":"The value of a millisecond: Finding the optimal speed of a trading infrastructure","author":"willy","year":"2008"},{"key":"ref2","article-title":"DevOps and the cost of downtime: Fortune 1000 best practice metrics quantified","author":"elliot","year":"2014"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-01722-3","author":"barroso","year":"2009","journal-title":"The Datacenter as a Computer An Introduction to the Design of Warehouse-Scale Machines"},{"key":"ref1","author":"humble","year":"2010","journal-title":"Continuous Delivery Reliable Software Releases Through Build Test and Deployment Automation"},{"key":"ref20","first-page":"245","article-title":"Automatic misconfiguration troubleshooting with peerpressure","author":"wang","year":"0","journal-title":"Proc 6th Conf Symp Oper Syst Des Implementation"},{"key":"ref22","first-page":"191","article-title":"UBL: Unsupervised behavior learning for predicting performance anomalies in virtualized cloud systems","author":"dean","year":"0","journal-title":"Proc 9th Int Conf Auton Comput"},{"key":"ref21","first-page":"151","article-title":"Combining high level symptom descriptions and low level state information for configuration fault diagnosis","author":"lao","year":"0","journal-title":"Proc 18th LISA XVIII"},{"key":"ref24","first-page":"226","article-title":"A density based algorithm for discovering clusters in large spatial databases with noise","volume":"96","author":"ester","year":"0","journal-title":"KDD"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1629575.1629587"},{"key":"ref26","article-title":"Fast algorithms for mining association rules and sequential patterns","author":"srikant","year":"1996"},{"key":"ref25","author":"box","year":"1976","journal-title":"Time Series Analysis Forecasting and Control"}],"container-title":["IBM Journal of Research and Development"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5288520\/7875214\/07877287.pdf?arnumber=7877287","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,20]],"date-time":"2025-10-20T17:55:17Z","timestamp":1760982917000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7877287\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,1,1]]},"references-count":35,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1147\/jrd.2016.2630478","relation":{},"ISSN":["0018-8646","0018-8646"],"issn-type":[{"value":"0018-8646","type":"print"},{"value":"0018-8646","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,1,1]]}}}