{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T09:25:12Z","timestamp":1772616312084,"version":"3.50.1"},"reference-count":71,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001602","name":"Science Foundation Ireland","doi-asserted-by":"publisher","award":["13\/RC\/2094_P2"],"award-info":[{"award-number":["13\/RC\/2094_P2"]}],"id":[{"id":"10.13039\/501100001602","id-type":"DOI","asserted-by":"publisher"}]},{"name":"U.K. EPSRC","award":["EP\/R013144\/1"],"award-info":[{"award-number":["EP\/R013144\/1"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Serv. Comput."],"published-print":{"date-parts":[[2023,9]]},"DOI":"10.1109\/tsc.2023.3290474","type":"journal-article","created":{"date-parts":[[2023,6,29]],"date-time":"2023-06-29T17:25:22Z","timestamp":1688059522000},"page":"3196-3209","source":"Crossref","is-referenced-by-count":9,"title":["Adaptive Observability for Forensic-Ready Microservice Systems"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7313-5825","authenticated-orcid":false,"given":"Davi","family":"Monteiro","sequence":"first","affiliation":[{"name":"Lero, the Science Foundation Ireland Research Centre for Software, University of Limerick, Limerick, Ireland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7154-8570","authenticated-orcid":false,"given":"Yijun","family":"Yu","sequence":"additional","affiliation":[{"name":"Open University, Milton Keynes, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7459-3967","authenticated-orcid":false,"given":"Andrea","family":"Zisman","sequence":"additional","affiliation":[{"name":"Open University, Milton Keynes, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3476-053X","authenticated-orcid":false,"given":"Bashar","family":"Nuseibeh","sequence":"additional","affiliation":[{"name":"Lero, the Science Foundation Ireland Research Centre for Software, University of Limerick, Limerick, Ireland"}]}],"member":"263","reference":[{"key":"ref13","author":"sridharan","year":"2018","journal-title":"Distributed Systems Observability"},{"key":"ref57","author":"tan","year":"2001","journal-title":"Forensic Readiness"},{"key":"ref12","article-title":"Dapper, a large-scale distributed systems tracing infrastructure","author":"sigelman","year":"2010"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2016.2575829"},{"key":"ref15","author":"polyakov","year":"2019","journal-title":"Mastering Distributed Tracing Analyzing performance in microservices and complex systems"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.diin.2011.05.002"},{"key":"ref14","author":"miles","year":"2019","journal-title":"Chaos Engineering Observability"},{"key":"ref58","author":"sachowski","year":"2016","journal-title":"Implementing Digital Forensic Readiness From Reactive to Proactive Process"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1137\/0301010"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-6670(17)70094-8"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3106237.3106308"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2019.2919823"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2016.03.001"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3238147.3240730"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3359986.3361208"},{"key":"ref16","article-title":"Sampling","author":"dogan","year":"2018"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2019.2955937"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3183399.3183426"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3417066"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP52600.2021.00043"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.2307\/2333709"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2010.24"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3338906.3338961"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2018.2887384"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1097\/00005053-195707000-00032"},{"key":"ref41","author":"marascuilo","year":"1988","journal-title":"Statistical Methods for the Social and Behavioral Sciences"},{"key":"ref44","article-title":"A call for greater use of nonparametric statistics","author":"leech","year":"2002"},{"key":"ref43","first-page":"101","article-title":"A critique and improvement of the CL common language effect size statistics of McGraw and wong","volume":"25","author":"vargha","year":"2000","journal-title":"Journal of Educational and Behavioral Statistics"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510180"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41148-9_5"},{"key":"ref7","first-page":"1","article-title":"A ten step process for forensic readiness","volume":"2","author":"rowlingson","year":"2004","journal-title":"Int l J Digital Evidence"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2015.04.003"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2015.11"},{"key":"ref3","author":"evans","year":"2003","journal-title":"Domain-Driven Design Tacking Complexity in the Heart of Software"},{"key":"ref6","author":"casey","year":"2011","journal-title":"Digital evidence and computer crime Forensic science computers and the Internet"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2018.2141039"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1002\/stvr.1486"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.geb.2013.06.013"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3491263"},{"key":"ref37","article-title":"Theory of games and economic behavior","author":"neumann","year":"2007","journal-title":"Theory of Games and Economic Behavior"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1080\/20961790.2020.1837429"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.10.010"},{"key":"ref30","author":"kemeny","year":"1978","journal-title":"Mathematical Models in the Social Sciences"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1017\/9781108636049"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.14.3.159"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/302405.302457"},{"key":"ref1","article-title":"Microservices","author":"lewis","year":"2014"},{"key":"ref39","article-title":"Evaluation: From precision, recall and f-measure to ROC, informedness, markedness and correlation","author":"powers","year":"2020"},{"key":"ref38","first-page":"323","article-title":"Poster: Benchmarking microservice systems for software engineering research","author":"zhou","year":"2018","journal-title":"Proc IEEE\/ACM 40th Int Conf Softw Eng Companion"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2814052"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2659418"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2480741.2480742"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0168675"},{"key":"ref23","volume":"1","author":"kreps","year":"2013","journal-title":"Microeconomic Foundations I Choice and Competitive Markets"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/EDCC.2014.37"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2010.146"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3460771"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.23919\/WiOPT47501.2019.9144123"},{"key":"ref20","article-title":"Starting the avalanche","author":"behrens","year":"2017"},{"key":"ref64","article-title":"Automated attack planning","author":"sarraute","year":"2013"},{"key":"ref63","first-page":"415","article-title":"Learning to log: helping developers make informed logging decisions","author":"zhu","year":"2015","journal-title":"Proceedings of the International Conference on Software Engineering ICSE'94"},{"key":"ref22","author":"tadelis","year":"2013","journal-title":"Game Theory An Introduction"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/s00145-012-9134-5"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2003.1160055"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38033-4_4"},{"key":"ref28","article-title":"An intrusion detection game with limited observations","author":"alpcan","year":"2006","journal-title":"Proc 12th Int Symp Dyn Games Appl"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-78524-8_18"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/1053283.1053288"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33962-2_18"},{"key":"ref62","first-page":"371","author":"liu","year":"2017","journal-title":"Identifying Evidence for Cloud Forensic Analysis"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CCCS.2015.7374190"}],"container-title":["IEEE Transactions on Services Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4629386\/10274114\/10168252.pdf?arnumber=10168252","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,30]],"date-time":"2023-10-30T19:13:20Z","timestamp":1698693200000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10168252\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9]]},"references-count":71,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tsc.2023.3290474","relation":{},"ISSN":["1939-1374","2372-0204"],"issn-type":[{"value":"1939-1374","type":"electronic"},{"value":"2372-0204","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,9]]}}}