{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,11]],"date-time":"2025-12-11T07:37:43Z","timestamp":1765438663452},"reference-count":74,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"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":[[2020,7]]},"DOI":"10.1109\/infocom41043.2020.9155489","type":"proceedings-article","created":{"date-parts":[[2020,8,4]],"date-time":"2020-08-04T22:29:35Z","timestamp":1596580175000},"page":"119-128","source":"Crossref","is-referenced-by-count":15,"title":["Camel: Smart, Adaptive Energy Optimization for Mobile Web Interactions"],"prefix":"10.1109","author":[{"given":"Jie","family":"Ren","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lu","family":"Yuan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Petteri","family":"Nurmi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoming","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Miao","family":"Ma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ling","family":"Gao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhanyong","family":"Tang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jie","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zheng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/3241539.3241570"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1145\/3211332.3211336"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1145\/3135974.3135984"},{"key":"ref70","article-title":"Opencl task partitioning in the presence of gpu contention","author":"grewe","year":"2013","journal-title":"LCPC"},{"key":"ref74","article-title":"Transcend: Detecting concept drift in malware classification models","author":"jordaney","year":"2017","journal-title":"Usenix Security"},{"article-title":"The bellkor 2008 solution to the netflix prize","year":"0","author":"bell","key":"ref39"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-58184-7_109"},{"key":"ref33","article-title":"Visualizing data using t-sne","author":"maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/605397.605403"},{"key":"ref31","article-title":"X-means: Extending k-means with efficient estimation of the number of clusters","author":"pelleg","year":"2000","journal-title":"ICML"},{"key":"ref30","article-title":"K-means clustering is matrix factorization","author":"bauckhage","year":"2015","journal-title":"ArXiv"},{"year":"0","key":"ref37","article-title":"Power monitor"},{"key":"ref36","article-title":"Inductive conformal martingales for change-point detection","author":"volkhonskiy","year":"2017","journal-title":"ArXiv"},{"article-title":"Conformal prediction for reliable machine learning: theory, adaptations and applications","year":"2014","author":"balasubramanian","key":"ref35"},{"key":"ref34","article-title":"A tutorial on conformal prediction","author":"shafer","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref60","article-title":"Fast automatic heuristic construction using active learning","author":"ogilvie","year":"2014","journal-title":"LCPC"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/PACT.2017.24"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/HiPC.2014.7116910"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CGO.2017.7863744"},{"key":"ref28","article-title":"Scikit-learn: Machine learning in python","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC\/SmartCity\/DSS.2018.00116"},{"year":"0","key":"ref27","article-title":"Keras: The Python Deep Learning library"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2018.00061"},{"key":"ref66","article-title":"Optimizing sparse matrix-vector multiplications on an armv8-based many-core architecture","author":"lindong","year":"2018","journal-title":"IJPP"},{"key":"ref29","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v32i1.12279","article-title":"Learning adaptive hidden layers for mobile gesture recognition","author":"hu","year":"2018","journal-title":"AAAI"},{"key":"ref67","article-title":"Optimizing deep learning inference on embedded systems through adaptive model selection","author":"sanz marco","year":"2019","journal-title":"ACM Trans Embed Comput"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1145\/1944862.1944881"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CGO.2013.6495010"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313428"},{"article-title":"75+ mobile marketing statistics for 2019 and beyond","year":"2018","author":"mcleod","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2013.6606553"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1117\/3.353254"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvlc.2014.11.010"},{"article-title":"Pattern Recognition and Machine Learning","year":"2006","author":"bishop","key":"ref24"},{"article-title":"Auto-keras: An efficient neural architecture search system","year":"2018","author":"jin","key":"ref23"},{"key":"ref26","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"ArXiv"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3307650.3322248"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/2789168.2790103"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/2840723"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/2677036"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/2512436"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CGO.2013.6494993"},{"key":"ref56","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1145\/1854273.1854313","article-title":"Partitioning streaming parallelism for multi-cores: A machine learning based approach","author":"wang","year":"2010","journal-title":"Proceedings of the 19th International Conference on Parallel Architectures and Compilation Techniques (PACT)"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/1594835.1504189"},{"key":"ref54","article-title":"Towards a holistic approach to autoparallelization: Integrating profile-driven parallelism detection and machine-learning based mapping","author":"tournavitis","year":"2009","journal-title":"PLDI"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/2579561"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3078633.3081040"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2014.6848020"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2936620"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052639"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2018.00058"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC.2014.6983040"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2817118"},{"key":"ref15","article-title":"Deep transfer learning with joint adaptation networks","author":"long","year":"2017","journal-title":"ICML"},{"article-title":"Chromium","year":"0","author":"projects","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3205289.3205293"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3307334.3326075"},{"year":"2013","key":"ref19","article-title":"White paper: big.little technology: The future of mobile"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2017.8057087"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2187836.2187843"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2015.7056028"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2884781.2884867"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3281411.3281422"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3205289.3205293"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/2964284.2967292"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ISPASS.2018.00015"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/2628363.2628367"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-74853-3_20"},{"key":"ref48","article-title":"Energy-aware web browsing on smartphones","author":"zhao","year":"2014","journal-title":"IEEE Transactions on Parallel and Distributed Systems"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2789168.2790117"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2012.40"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1669112.1669135"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2017.8057063"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2011.5749719"}],"event":{"name":"IEEE INFOCOM 2020 - IEEE Conference on Computer Communications","start":{"date-parts":[[2020,7,6]]},"location":"Toronto, ON, Canada","end":{"date-parts":[[2020,7,9]]}},"container-title":["IEEE INFOCOM 2020 - IEEE Conference on Computer Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9146503\/9155217\/09155489.pdf?arnumber=9155489","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,5]],"date-time":"2022-11-05T19:17:38Z","timestamp":1667675858000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9155489\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":74,"URL":"https:\/\/doi.org\/10.1109\/infocom41043.2020.9155489","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}