{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T05:44:13Z","timestamp":1770529453017,"version":"3.49.0"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2022,3,15]],"date-time":"2022-03-15T00:00:00Z","timestamp":1647302400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,3,15]],"date-time":"2022-03-15T00:00:00Z","timestamp":1647302400000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,3,15]],"date-time":"2022-03-15T00:00:00Z","timestamp":1647302400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,3,15]],"date-time":"2022-03-15T00:00:00Z","timestamp":1647302400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2006630"],"award-info":[{"award-number":["2006630"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2033681"],"award-info":[{"award-number":["2033681"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2029858"],"award-info":[{"award-number":["2029858"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2044991"],"award-info":[{"award-number":["2044991"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2022,3,15]]},"DOI":"10.1109\/jiot.2021.3102945","type":"journal-article","created":{"date-parts":[[2021,8,6]],"date-time":"2021-08-06T20:32:52Z","timestamp":1628281972000},"page":"4202-4213","source":"Crossref","is-referenced-by-count":23,"title":["Automated Ensemble for Deep Learning Inference on Edge Computing Platforms"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1037-3973","authenticated-orcid":false,"given":"Yang","family":"Bai","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1805-0183","authenticated-orcid":false,"given":"Lixing","family":"Chen","sequence":"additional","affiliation":[{"name":"Institute of Cyber Science and Technology, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4163-7230","authenticated-orcid":false,"given":"Mohamed","family":"Abdel-Mottaleb","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0515-1647","authenticated-orcid":false,"given":"Jie","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, USA"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Apple\u2019s Mobile Processors","author":"Sima","year":"2018"},{"key":"ref2","volume-title":"Android to Launch Tensorflow Lite for Mobile Machine Learning","year":"2017"},{"key":"ref3","volume-title":"Core ML: Integrate Machine Learning Models Into Your App","year":"2021"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3300061.3345448"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01237-3_12"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2019.00048"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3210240.3210337"},{"key":"ref8","volume-title":"Mobile edge computing: Survey and research outlook","author":"Mao","year":"2017"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2970550"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2921977"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2918951"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2682318"},{"key":"ref13","volume-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref15","volume-title":"Large Scale Visual Recognition Challenge (ILSVRC)","year":"2017"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-94042-7_11"},{"key":"ref17","first-page":"4970","article-title":"Improving adversarial robustness via promoting ensemble diversity","volume-title":"Proc. Mach. Learn. Res.","volume":"97","author":"Pang"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2018.2841758"},{"key":"ref19","volume-title":"Deep Learning Recommendation Model for Personalization and Recommendation Systems","author":"Naumov","year":"2019"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.79"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/rs10040511"},{"key":"ref22","volume-title":"Convergence of edge computing and deep learning: A comprehensive survey","author":"Han","year":"2019"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2909473"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/s19153423"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2946140"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3010258"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/SECON48991.2020.9158425"},{"key":"ref28","volume-title":"What Is Azure Data Box Edge?","year":"2019"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1979.11321"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-9326-7_1"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/2818346.2830595"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2017.09.005"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3299710.3211336"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CODESISSS.2015.7331375"},{"key":"ref35","first-page":"73","article-title":"Comparison of different information fusion methods using ensemble selection considering benchmark data","volume-title":"Proc. IEEE 19th Int. Conf. Inf. Fusion (FUSION)","author":"Rothe"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MASS.2019.00040"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/MCDM.2014.7007182"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2705720"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2933781"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2013.SUP2.1213008"},{"issue":"2","key":"ref41","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1023\/A:1022859003006","article-title":"Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy","volume":"51","author":"Kuncheva","year":"2003","journal-title":"Mach. Learn."},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.207"},{"key":"ref43","first-page":"3247","article-title":"Contextual combinatorial multi-armed bandits with volatile arms and submodular reward","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Chen"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3185994"},{"key":"ref45","volume-title":"Crowdsourcing: How the Power of the Crowd Is Driving the Future of Business","author":"Howe","year":"2008"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737654"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3006437"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2626250"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.4324\/9781410605337-29"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1167\/9.8.1037"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-0865-5_26"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6488907\/9730117\/9508373-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/9730117\/09508373.pdf?arnumber=9508373","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T22:43:02Z","timestamp":1705012982000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9508373\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,15]]},"references-count":52,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2021.3102945","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,3,15]]}}}