{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,13]],"date-time":"2025-11-13T18:21:47Z","timestamp":1763058107398,"version":"3.37.3"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2018,6,1]],"date-time":"2018-06-01T00:00:00Z","timestamp":1527811200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology, Taiwan","doi-asserted-by":"publisher","award":["MOST 104-2221-E-002-081-MY3","MOST 104-2917-I-002-038"],"award-info":[{"award-number":["MOST 104-2221-E-002-081-MY3","MOST 104-2917-I-002-038"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2018,6,1]]},"DOI":"10.1109\/tpds.2018.2800011","type":"journal-article","created":{"date-parts":[[2018,2,7]],"date-time":"2018-02-07T20:12:14Z","timestamp":1518034334000},"page":"1332-1341","source":"Crossref","is-referenced-by-count":15,"title":["Learning-Based Memory Allocation Optimization for Delay-Sensitive Big Data Processing"],"prefix":"10.1109","volume":"29","author":[{"given":"Linjiun","family":"Tsai","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hubertus","family":"Franke","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9072-1140","authenticated-orcid":false,"given":"Chung-Sheng","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5396-8849","authenticated-orcid":false,"given":"Wanjiun","family":"Liao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPSW.2015.84"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/1012888.1005693"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/BigDataCongress.2015.64"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/2600212.2600229"},{"key":"ref31","first-page":"10","article-title":"Towards proactive resource management in\n virtualized datacenters","author":"shanmuganathan","year":"2013","journal-title":"Workshop on Runtime Environments Systems Layering and Virtualized Environments"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2015.45"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/1806651.1806669"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC.and.EUC.2013.106"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC.2014.6983036"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/1094811.1094836"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2886107.2886110"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522737"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2484425.2484427"},{"key":"ref13","first-page":"1","article-title":"MLLib: Machine learning in apache spark","volume":"17","author":"meng","year":"2016","journal-title":"J Mach Learn Res"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.21236\/ADA570737"},{"key":"ref15","first-page":"295","article-title":"Mesos: A platform for fine-grained resource\n sharing in the data center","author":"hindman","year":"0","journal-title":"Proc 10th USENIX Symp Netw Syst Des Implementation"},{"article-title":"Parallel and distributed stream\n processing: Systems classification and specific issues","year":"2015","author":"kotto-kombi","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2013.148"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2014.2382555"},{"key":"ref19"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CloudCom.2011.27"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2016.07.014"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1508293.1508307"},{"key":"ref3","article-title":"Big data, analytics market to hit $203 billion in 2020","author":"ferguson","year":"2016","journal-title":"InformationWeek"},{"year":"0","key":"ref6"},{"key":"ref29","first-page":"3","article-title":"Elastic memory: Bring elasticity back to in-memory big data analytics","author":"jeong","year":"0","journal-title":"Proc Workshop Hot Topics in Operating Systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"year":"0","key":"ref8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2010.5470377"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2014.12.031"},{"key":"ref9","first-page":"10","article-title":"Spark: Cluster computing with working sets","author":"zaharia","year":"0","journal-title":"USENIX Workshop on Hot Topics in Cloud Computing"},{"year":"2014","key":"ref1"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2016.08.017"},{"year":"2014","key":"ref45","article-title":"SNAP Datasets: Stanford large network dataset collection"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2155620.2155650"},{"key":"ref21","first-page":"379","article-title":"CPI 2: CPU performance isolation for shared compute clusters","author":"zhang","year":"0","journal-title":"Proc ACM Eur Conf Comput Syst"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24777-7_11"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1640089.1640116"},{"year":"1993","key":"ref41"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1993478.1993495"},{"year":"2011","key":"ref44"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/49.400664"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-9-307"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/90.251894"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/71\/8356206\/08276656.pdf?arnumber=8276656","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:22:16Z","timestamp":1642004536000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8276656\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,1]]},"references-count":46,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2018.2800011","relation":{},"ISSN":["1045-9219","1558-2183","2161-9883"],"issn-type":[{"type":"print","value":"1045-9219"},{"type":"electronic","value":"1558-2183"},{"type":"electronic","value":"2161-9883"}],"subject":[],"published":{"date-parts":[[2018,6,1]]}}}