{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T11:22:02Z","timestamp":1780053722728,"version":"3.54.0"},"reference-count":73,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012639","name":"Prince Sultan University","doi-asserted-by":"publisher","award":["SEED-2020-05"],"award-info":[{"award-number":["SEED-2020-05"]}],"id":[{"id":"10.13039\/501100012639","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012639","name":"Prince Sultan University","doi-asserted-by":"publisher","award":["SEED-CCIS-2020-05"],"award-info":[{"award-number":["SEED-CCIS-2020-05"]}],"id":[{"id":"10.13039\/501100012639","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Sci. Eng."],"published-print":{"date-parts":[[2022,1,1]]},"DOI":"10.1109\/tnse.2021.3055835","type":"journal-article","created":{"date-parts":[[2021,2,9]],"date-time":"2021-02-09T11:37:07Z","timestamp":1612870627000},"page":"143-160","source":"Crossref","is-referenced-by-count":63,"title":["Cloud Versus Edge Deployment Strategies of Real-Time Face Recognition Inference"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3787-7423","authenticated-orcid":false,"given":"Anis","family":"Koubaa","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0795-132X","authenticated-orcid":false,"given":"Adel","family":"Ammar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7253-2610","authenticated-orcid":false,"given":"Anas","family":"Kanhouch","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7738-9489","authenticated-orcid":false,"given":"Yasser","family":"AlHabashi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"MarketsandMarkets Research","year":"2020"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1134\/S1064230720050020"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-57745-2_45"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.5194\/isprs-archives-XLII-4-499-2018"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IWAIT.2018.8369732"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2018.01.003"},{"key":"ref7","article-title":"A survey on edge benchmarking","author":"Varghesea","year":"2020"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3300061.3300116"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3213344.3213345"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3299710.3211336"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICNP.2017.8117585"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/s20185240"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3089801.3089805"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2970550"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/269005.266708"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2967360.2967369"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1002\/9781119551713.ch3"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SigTelCom49868.2020.9199058"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485905"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3132211.3134456"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2893250"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/MeMeA49120.2020.9137134"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IPSN.2016.7460664"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2903191"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2921977"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2019.01.011"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2019.8903137"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2986024"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2012.6195845"},{"key":"ref30","article-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications","author":"Howard","year":"2017"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref32","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"Ioffe","year":"2015"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.5555\/2999134.2999257"},{"key":"ref34","article-title":"Reading digits in natural images with unsupervised feature learning","volume-title":"Conf. Neural Inf. Proc. Syst. Workshop Deep Learn. Unsupervised Feature Learn.","author":"Netzer","year":"2011"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.l007\/978-3-319-46448-0_2"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.322"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.4324\/9781410605337-29"},{"key":"ref39","article-title":"LSTMS for human activity recognition","author":"Chevalier","year":"2016"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052577"},{"key":"ref41","article-title":"Recurrent neural network for text classification with multi-task learning"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2804262"},{"key":"ref43","article-title":"Wavenet: A generative model for raw audio","author":"Oord","year":"2016"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.690"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020578"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900232"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298682"},{"key":"ref48","article-title":"Detectnet: Deep neural network for object detection indigits","year":"2016"},{"key":"ref49","article-title":"Yolov4: Optimal speed and accuracy of object detection","author":"Bochkovskiy","year":"2020"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2603342"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2001.990517"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.220"},{"key":"ref53","first-page":"41.1","article-title":"Deepface recognition","volume-title":"Proc. Brit. Mach. Vis. Conf.","author":"Parkhi","year":"Sep. 2015"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2018.00020"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2016.7477553"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2018.00019"},{"key":"ref57","article-title":"Siamese neural networks for one-shot image recognition","volume-title":"Proc. Int. Conf. Mach. Learn. Deep Learn. Workshop","volume":"2","author":"Koch","year":"2015"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2807385"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2805680"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2987435"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2975048"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.2996273"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2941244"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2901219"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2939713"},{"key":"ref66","article-title":"Face recognition using tensorflow implementation by David Sandberg","year":"2020"},{"key":"ref67","article-title":"Convert FaceNet From Keras to TFLite","year":"2020"},{"key":"ref68","article-title":"Face recognition using tensorflow implementation by David Sandberg","year":"2020"},{"key":"ref69","article-title":"Conversion from tensorflow to TRT using ONNX","author":"Lab","year":"2020"},{"key":"ref70","article-title":"Convert FaceNet from keras to TFLite","year":"2020"},{"key":"ref71","article-title":"NVIDIA DeepStream SDK","year":"2020"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1117\/12.884797"},{"key":"ref73","article-title":"NVIDIA transfer learning toolkit","year":"2020"}],"container-title":["IEEE Transactions on Network Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488902\/9679301\/09350171.pdf?arnumber=9350171","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T23:19:20Z","timestamp":1704842360000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9350171\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,1]]},"references-count":73,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tnse.2021.3055835","relation":{},"ISSN":["2327-4697","2334-329X"],"issn-type":[{"value":"2327-4697","type":"electronic"},{"value":"2334-329X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,1,1]]}}}