{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T04:14:01Z","timestamp":1754108041162,"version":"3.37.3"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"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":["IEEE Trans. Sustain. Comput."],"published-print":{"date-parts":[[2023,7,1]]},"DOI":"10.1109\/tsusc.2023.3252039","type":"journal-article","created":{"date-parts":[[2023,3,8]],"date-time":"2023-03-08T18:33:27Z","timestamp":1678300407000},"page":"448-464","source":"Crossref","is-referenced-by-count":3,"title":["Edge-Enhanced QoS Aware Compression Learning for Sustainable Data Stream Analytics"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4280-1450","authenticated-orcid":false,"given":"Maryleen Uluaku","family":"Amaizu","sequence":"first","affiliation":[{"name":"School of Computing and Mathematical Sciences, University of Leicester, Leicester, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad K.","family":"Ali","sequence":"additional","affiliation":[{"name":"School of Computing and Mathematical Sciences, University of Leicester, Leicester, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3378-1152","authenticated-orcid":false,"given":"Ashiq","family":"Anjum","sequence":"additional","affiliation":[{"name":"School of Computing and Mathematical Sciences, University of Leicester, Leicester, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1013-4507","authenticated-orcid":false,"given":"Lu","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computing and Mathematical Sciences, University of Leicester, Leicester, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2773-4421","authenticated-orcid":false,"given":"Antonio","family":"Liotta","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Free University of Bozen-Bolzano, Bolzano, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3597-2646","authenticated-orcid":false,"given":"Omer","family":"Rana","sequence":"additional","affiliation":[{"name":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CCECE.2019.8861806"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/PCS.2018.8456308"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/OPNARC.1998.662039"},{"article-title":"Lossy image compression with compressive autoencoders","year":"2017","author":"theis","key":"ref34"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CogMI48466.2019.00035"},{"article-title":"Grid search, random search, genetic algorithm: A big comparison for NAS","year":"2019","author":"liashchynskyi","key":"ref37"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC.2018.8450511"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/SiPS50750.2020.9195249"},{"article-title":"Autoencoders","year":"2020","author":"bank","key":"ref31"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102225"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2005.32"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2876695"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/spe.761"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC\/SmartCity\/DSS.2019.00180"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2016.2579198"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CFEC.2018.8358733"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2020.2991748"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TBC.2011.2104671"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485905"},{"article-title":"A comprehensive survey on hardware-aware neural architecture search","year":"2021","author":"benmeziane","key":"ref38"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3274783.3274840"},{"key":"ref18","first-page":"37","article-title":"Autoencoders, unsupervised learning, and deep architectures","author":"baldi","year":"2012","journal-title":"Proc ICML Workshop Unsupervised Transfer Learn"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2022.3185395"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/SECON52354.2021.9491600"},{"key":"ref45","first-page":"1","article-title":"Multimodal deep learning approach for joint EEG-EMG data compression and classification","author":"said","year":"2017","journal-title":"Proc IEEE Wireless Commun Netw Conf"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-6044-6_4"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3384419.3430898"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops49005.2020.9145068"},{"key":"ref42","article-title":"A public domain dataset for human activity recognition using smartphones","author":"anguita","year":"2013","journal-title":"Proc 21st Eur Symp Artif Neural Netw"},{"article-title":"Fashion-MNIST: A novel image dataset for benchmarking machine learning algorithms","year":"2017","author":"xiao","key":"ref41"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2018.8639121"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.micpro.2021.104032"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118346"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3027102"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCIS49240.2020.9257645"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CANDAR.2017.13"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2020.102696"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44892-6_19"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/BDCAT50828.2020.00018"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.08.012"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700202"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700332"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3168146"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2679740"},{"article-title":"Convolutional autoencoders for lossy light field compression","year":"2020","author":"valtchev","key":"ref40"}],"container-title":["IEEE Transactions on Sustainable Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7274860\/10244170\/10064236.pdf?arnumber=10064236","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T18:38:57Z","timestamp":1695667137000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10064236\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,1]]},"references-count":45,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tsusc.2023.3252039","relation":{},"ISSN":["2377-3782","2377-3790"],"issn-type":[{"type":"electronic","value":"2377-3782"},{"type":"electronic","value":"2377-3790"}],"subject":[],"published":{"date-parts":[[2023,7,1]]}}}