{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T03:36:11Z","timestamp":1761708971917,"version":"3.37.3"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2015,5,1]],"date-time":"2015-05-01T00:00:00Z","timestamp":1430438400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000083","name":"CISE","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000083","id-type":"DOI","asserted-by":"publisher"}]},{"name":"SaTC program"},{"name":"I\/UCRC"},{"name":"Intel ICST"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2015,5,1]]},"DOI":"10.1109\/tpds.2014.2320498","type":"journal-article","created":{"date-parts":[[2014,4,25]],"date-time":"2014-04-25T14:02:30Z","timestamp":1398434550000},"page":"1265-1279","source":"Crossref","is-referenced-by-count":76,"title":["Cost-Effective Resource Provisioning for MapReduce in a Cloud"],"prefix":"10.1109","volume":"26","author":[{"given":"Balaji","family":"Palanisamy","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aameek","family":"Singh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ling","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1006\/jpdc.1997.1335"},{"key":"ref38","first-page":"41","article-title":"The EASY - LoadLeveler API Project","author":"skovira","year":"0","journal-title":"Proc Workshop Job Scheduling Strategies Parallel Process"},{"key":"ref33","article-title":"Purlieus: Locality-aware resource allocation for MapReduce in a cloud","author":"palanisamy","year":"0","journal-title":"Proc Int Conf High Perform Comput Netw Storage Anal"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/1555349.1555384"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CCGRID.2010.112"},{"key":"ref30","first-page":"390","article-title":"The case for evaluating MapReduce performance using workload suites","author":"chen","year":"0","journal-title":"Proc IEEE 19th Annu Int Symp Model Anal Simul Comput Telecommun Syst"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/71.932708"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2008.5222625"},{"key":"ref35","first-page":"43","article-title":"Energy effciency for large-scale MapReduce workloads with significant interactive analysis","author":"chen","year":"0","journal-title":"Proc 7th ACM Eur Conf Comput Syst"},{"year":"0","key":"ref34"},{"key":"ref10","first-page":"235","article-title":"Relational cloud: A database-as-a-service for the cloud","author":"curino","year":"0","journal-title":"Proc 5th Biennial Conf Innov Data Syst Res"},{"key":"ref40","first-page":"141","article-title":"Robust partitioning policies of multiprocessor systems","year":"1993","journal-title":"Perform Eval"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1376616.1376736"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2038916.2038931"},{"key":"ref13","first-page":"17","article-title":"Black-box and gray-box strategies for virtual machine migration","author":"wood","year":"0","journal-title":"Proc 4th USENIX Conf Netw Syst Des Implementation"},{"year":"0","key":"ref14"},{"year":"0","key":"ref15"},{"year":"0","key":"ref16"},{"key":"ref17","first-page":"29","article-title":"Improving MapReduce performance in heterogeneous environments","author":"zaharia","year":"0","journal-title":"Proc 8th USENIX Conf Operating Systems Design and Implementation"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1629575.1629601"},{"key":"ref19","first-page":"20","article-title":"Airavat: Security and privacy for MapReduce","author":"roy","year":"0","journal-title":"Proc 7th USENIX Conf Netw Syst Design Implementation"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2012.66"},{"key":"ref4","article-title":"Towards optimizing Hadoop provisioning in the cloud","author":"kambatla","year":"0","journal-title":"Proc Conf Hot Topics Cloud Comput"},{"article-title":"Bazaar: Enabling predictable performance in datacenters","year":"0","author":"jalaparti","key":"ref27"},{"key":"ref3","article-title":"Reining in the outliers in Map-Reduce clusters using Mantri","author":"ananthanarayanan","year":"0","journal-title":"Proc 9th USENIX Conf Operating Syst Des Implementation"},{"year":"0","key":"ref6"},{"key":"ref29","first-page":"165","article-title":"Resource provisioning framework for MapReduce jobs with performance goals","author":"verma","year":"0","journal-title":"Proc ACM\/IFIP\/USENIX Int Conf Middleware"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2010.5447919"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1989323.1989438"},{"key":"ref7","first-page":"1626","article-title":"Hive - A warehousing solution over a MapReduce framework","author":"thusoo","year":"0","journal-title":"Proc VLDB Endowment"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"ref9","first-page":"330","article-title":"Dremel: Interactive analysis of web-scale datasets","year":"0","journal-title":"Proc Int Conf On Very Large Data Bases"},{"article-title":"User survey analysis: Cloud-computing budgets are growing and shifting; traditional IT services providers must prepare or perish","year":"2010","author":"igou","key":"ref1"},{"key":"ref46","first-page":"1","article-title":"Flexible resource allocation for reliable virtual cluster computing systems","author":"hacker","year":"0","journal-title":"Proc Int Conf High Perform Comput Netw Storage Anal"},{"year":"0","key":"ref20"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1851476.1851486"},{"year":"2007","author":"garfinkel","key":"ref22"},{"journal-title":"Computers and Intractability A Guide to the Theory of NP-Completeness","year":"0","author":"garey","key":"ref21"},{"article-title":"Using moldability to improve the performance of supercomputer jobs","year":"2001","author":"cirne","key":"ref42"},{"key":"ref24","article-title":"On optimizing MapReduce programs\/Hadoop jobs","author":"herodotou","year":"0","journal-title":"Proc VLDB Endowment"},{"key":"ref41","first-page":"174","article-title":"Effective selection of partition sizes for moldable scheduling of parallel jobs","author":"srinivasan","year":"0","journal-title":"Proc 9th Int Conf High Perform Comput"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2011.14"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/1383422.1383434"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2038916.2038934"},{"key":"ref43","article-title":"Auto-scaling to minimize cost and meet application deadlines in cloud workflows","author":"mao","year":"0","journal-title":"Proc Int Conf High Perform Comput Netw Storage Anal"},{"key":"ref25","first-page":"261","article-title":"Starfish: A selftuning system for big data analytics","author":"herodotou","year":"0","journal-title":"Proc 5th Biennial Conf Innov Data Syst Res"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/71\/7081409\/06805615.pdf?arnumber=6805615","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:42:20Z","timestamp":1641987740000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6805615\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,5,1]]},"references-count":46,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2014.2320498","relation":{},"ISSN":["1045-9219"],"issn-type":[{"type":"print","value":"1045-9219"}],"subject":[],"published":{"date-parts":[[2015,5,1]]}}}