{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T15:35:08Z","timestamp":1780673708619,"version":"3.54.1"},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"IBM T. J. Watson Research Center, Yorktown Heights, NY"},{"name":"Joint Study Agreement","award":["W1463335"],"award-info":[{"award-number":["W1463335"]}]},{"name":"IBM Research"},{"name":"Khalifa University, Abu Dhabi, UAE"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2019,5,1]]},"DOI":"10.1109\/tpds.2018.2876844","type":"journal-article","created":{"date-parts":[[2018,10,19]],"date-time":"2018-10-19T18:31:08Z","timestamp":1539973868000},"page":"1052-1064","source":"Crossref","is-referenced-by-count":22,"title":["Dynamic Autoselection and Autotuning of Machine Learning Models for Cloud Network Analytics"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4682-4457","authenticated-orcid":false,"given":"Rupesh Raj","family":"Karn","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0854-8612","authenticated-orcid":false,"given":"Prabhakar","family":"Kudva","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3220-9987","authenticated-orcid":false,"given":"Ibrahim Abe M.","family":"Elfadel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","first-page":"61","article-title":"A survey and taxonomy of self-aware and self-adaptive autoscaling systems in the cloud","volume":"51","author":"chen","year":"2018","journal-title":"ACM Comput Surv"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IGCC.2016.7892598"},{"key":"ref31","first-page":"2902","article-title":"Large-scale evolution of image classifiers","author":"real","year":"0","journal-title":"Proc 34th Int Conf Mach Learn"},{"key":"ref30","article-title":"Using Machine Learning to Explore Neural Network Architecture google research blog.","year":"2017"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2013.11.024"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-2985-9_1"},{"key":"ref11","first-page":"29","article-title":"Implementation of big data analysis system for ems","volume":"3","author":"park","year":"2015","journal-title":"Technology Platform"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1515\/jib-2017-0016"},{"key":"ref13","article-title":"UNSW-NB15 Dataset dataset features and size description.","year":"2017"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MilCIS.2015.7348942"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1080\/19393555.2015.1125974"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.39"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1007\/978-3-642-32909-8_35","article-title":"Evaluating the impact of categorical data encoding and scaling on neural network classification performance: the case of repeat consumption of identical cultural goods","author":"fitkov-norris","year":"2012","journal-title":"Proc Conf Eng Appl Neural Networks"},{"key":"ref18","first-page":"7","article-title":"A comparative study of categorical variable encoding techniques for neural network classifiers","volume":"175","author":"potdar","year":"2017","journal-title":"Int J Comput Appl"},{"key":"ref19","author":"garreta","year":"2013","journal-title":"Scikit-learn Machine Learning in Python"},{"key":"ref28","volume":"1","author":"sutton","year":"1998","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2018.011791710"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/PDP.2014.109"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2017.08.021"},{"key":"ref6","first-page":"460","article-title":"Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure","volume":"23","author":"orlenko","year":"2017","journal-title":"Pacific Symp Biocomput"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.02.006"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3054925"},{"key":"ref8","author":"turnbull","year":"2014","journal-title":"The Docker Book Containerization is the new virtualization"},{"key":"ref7","article-title":"Machine learning for automated algorithm design.","year":"0"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-017-9398-y"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-2175-4_8"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2015.09.021"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2016.7591621"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012450327387"},{"key":"ref21","article-title":"Modern models for learning large-scale highly skewed online advertising data","author":"zhang","year":"2015"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2015.07.020"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2014.2356616"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2013.10.008"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2806777.2806945"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/71\/8685251\/08500348.pdf?arnumber=8500348","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:52:44Z","timestamp":1657745564000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8500348\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,1]]},"references-count":34,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2018.2876844","relation":{},"ISSN":["1045-9219","1558-2183","2161-9883"],"issn-type":[{"value":"1045-9219","type":"print"},{"value":"1558-2183","type":"electronic"},{"value":"2161-9883","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,5,1]]}}}