{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:08:17Z","timestamp":1730200097921,"version":"3.28.0"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,15]]},"DOI":"10.1109\/bigdata52589.2021.9671866","type":"proceedings-article","created":{"date-parts":[[2022,1,13]],"date-time":"2022-01-13T15:39:16Z","timestamp":1642088356000},"page":"207-218","source":"Crossref","is-referenced-by-count":3,"title":["Placement of DNN Models on Mobile Edge Devices for Effective Video Analysis"],"prefix":"10.1109","author":[{"given":"George","family":"Constantinou","sequence":"first","affiliation":[]},{"given":"Cyrus","family":"Shahabi","sequence":"additional","affiliation":[]},{"given":"Seon Ho","family":"Kim","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICFEC.2017.15"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.23919\/INM.2017.7987464"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2921977"},{"year":"2013","key":"ref32","article-title":"Sfmta transit data"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9190786"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1287\/ijoc.2013.0555"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s11761-017-0219-8"},{"key":"ref36","first-page":"189","article-title":"Optimized Placement of Scalable IoT Services in Edge Computing","author":"maia","year":"2019","journal-title":"2017 IFIP\/IEEE Symposium on Integrated Network and Service Management (IM) IM"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2003.1200627"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICIF.2002.1021005"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2914270"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8621899"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9377790"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9377833"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICIAI.2019.8850815"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.csite.2020.100625"},{"year":"2021","key":"ref16","article-title":"Roadmaster: An intelligent traffic management system"},{"key":"ref17","article-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications","volume":"abs 1704 4861","author":"howard","year":"2017","journal-title":"CoRR"},{"key":"ref18","article-title":"Inverted residuals and linear bottlenecks: Mobile networks for classification, detection and segmentation","volume":"abs 1801 4381","author":"sandler","year":"2018","journal-title":"CoRR"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00140"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/INM.2015.7140324"},{"year":"2021","key":"ref4","article-title":"Jetson nano"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2000.832225"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/SMARTCOMP.2019.00084"},{"year":"2021","key":"ref6","article-title":"Aws deeplens"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0120892"},{"year":"2021","key":"ref5","article-title":"Coral edge tpu"},{"year":"2018","key":"ref8","article-title":"La clean streets"},{"year":"2018","key":"ref7","article-title":"Progress report"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2921977"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/BigDataService.2017.49"},{"year":"2018","key":"ref1","article-title":"Gartner identifies top 10 strategic iot technologies and trends"},{"key":"ref20","first-page":"6105","article-title":"Efficientnet: Rethinking model scaling for convolutional neural networks","volume":"97","author":"tan","year":"0"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_2"},{"key":"ref21","article-title":"Squeezenet: Alexnet-level accuracy with 50x fewer parameters and <1mb model size","volume":"abs 1602 7360","author":"iandola","year":"2016","journal-title":"CoRR"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1459359.1459401"},{"journal-title":"YOLOv3 An Incremental Improvement","year":"2018","author":"redmon","key":"ref23"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/IC2E48712.2020.00010"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.23919\/MIPRO48935.2020.9245108"}],"event":{"name":"2021 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2021,12,15]]},"location":"Orlando, FL, USA","end":{"date-parts":[[2021,12,18]]}},"container-title":["2021 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9671263\/9671273\/09671866.pdf?arnumber=9671866","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T12:55:36Z","timestamp":1652187336000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9671866\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,15]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/bigdata52589.2021.9671866","relation":{},"subject":[],"published":{"date-parts":[[2021,12,15]]}}}