{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,26]],"date-time":"2026-08-26T04:14:28Z","timestamp":1787717668918,"version":"build-2784847793"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2017,3,1]],"date-time":"2017-03-01T00:00:00Z","timestamp":1488326400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,3,1]],"date-time":"2017-03-01T00:00:00Z","timestamp":1488326400000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,3,1]],"date-time":"2017-03-01T00:00:00Z","timestamp":1488326400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2017,3,1]],"date-time":"2017-03-01T00:00:00Z","timestamp":1488326400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["#CNS-1419123"],"award-info":[{"award-number":["#CNS-1419123"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["#IIS-1447804"],"award-info":[{"award-number":["#IIS-1447804"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["#ACI-1450440"],"award-info":[{"award-number":["#ACI-1450440"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Extreme Science and Engineering Discovery Environment (XSEDE)"},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["#OCI-1053575"],"award-info":[{"award-number":["#OCI-1053575"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2017,3,1]]},"DOI":"10.1109\/tpds.2016.2591947","type":"journal-article","created":{"date-parts":[[2016,7,18]],"date-time":"2016-07-18T21:05:22Z","timestamp":1468875922000},"page":"633-646","source":"Crossref","is-referenced-by-count":17,"title":["A Comprehensive Study of MapReduce Over Lustre for Intermediate Data Placement and Shuffle Strategies on HPC Clusters"],"prefix":"10.1109","volume":"28","author":[{"given":"Md.","family":"Wasi-ur-Rahman","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nusrat Sharmin","family":"Islam","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoyi","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dhabaleswar K.","family":"Panda","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"133","article-title":"MixApart: Decoupled analytics for shared storage systems","author":"mihailescu","year":"0","journal-title":"Proc 4th USENIX Conf Hot Topics Storage File Syst"},{"key":"ref38","first-page":"38","article-title":"Ceph as a scalable alternative to the Hadoop distributed file system","volume":"35","author":"maltzahn","year":"2010","journal-title":"USENIX"},{"key":"ref33","year":"2009","journal-title":"Sort"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2010.32"},{"key":"ref31","article-title":"IOzone Filesystem Benchmark","year":"2016","journal-title":"IOzone"},{"key":"ref30","year":"2014","journal-title":"Configure Tune and Benchmark a Lustre FileSystem"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2063384.2063474"},{"key":"ref36","year":"2016"},{"key":"ref35","year":"2012","journal-title":"Purdue MapReduce Benchmarks Suite (PUMA)"},{"key":"ref34","year":"2014","journal-title":"Statistical Workload Injector for MapReduce"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-09873-9_54"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2014.24"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2597652.2597684"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2600212.2600715"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid.2015.161"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MSST.2010.5496972"},{"key":"ref15","author":"sterling","year":"2003","journal-title":"Beowulf Cluster Computing With Linux"},{"key":"ref16","author":"sterling","year":"1999","journal-title":"How to Build a Beowulf A Guide to the Implementation and Application of PC Clusters"},{"key":"ref17","first-page":"784","article-title":"Middleware in modern high performance computing system architectures","author":"engelmann","year":"0","journal-title":"Proc 7th Int Conf Computational Science Part I"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2063384.2063461"},{"key":"ref19","article-title":"High-Performance Big Data (HiBD)","year":"2016","journal-title":"OSU NBC Lab"},{"key":"ref28","year":"2015"},{"key":"ref4","year":"2016","journal-title":"Stampede at TACC"},{"key":"ref27","year":"2016"},{"key":"ref3","article-title":"The Apache Hadoop Project","year":"2016","journal-title":"The Apache Software Foundation"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2012.65"},{"key":"ref29","year":"2013"},{"key":"ref5","year":"2012","journal-title":"Gordon at San Diego Supercomputer Center"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICPP.2013.78"},{"key":"ref7","first-page":"1908","article-title":"High-performance RDMA-based design of Hadoop\n MapReduce over InfiniBand","author":"rahman","year":"0","journal-title":"Proc Int Workshop High Perform Data Intensive Comput Conjunction IEEE Int Parallel Distrib Process Symp"},{"key":"ref2","article-title":"HPC Roots Feed Big Data Branches","author":"hemsoth","year":"2014"},{"key":"ref9","article-title":"MapReduce and\n Lustre: Running Hadoop in a High Performance Computing Environment","author":"castain","year":"2013"},{"key":"ref1","article-title":"High-Performance data analysis: HPC meets big data","year":"2013"},{"key":"ref20","article-title":"Map\/Reduce on Lustre","author":"rutman","year":"2011"},{"key":"ref22","article-title":"Progress on Efficient Integration of Lustre and Hadoop\/YARN","author":"yu","year":"2014"},{"key":"ref21","article-title":"Hadoop MapReduce over Lustre","author":"kulkarni","year":"2013"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"ref23","first-page":"291","article-title":"High-performance design of YARN MapReduce on modern HPC\n clusters with Lustre and RDMA","author":"rahman","year":"0","journal-title":"Proc 29th IEEE Int Parallel Distrib Process Symp"},{"key":"ref26","year":"2016"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2523616.2523633"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielaam\/71\/7851095\/7514945-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/71\/7851095\/07514945.pdf?arnumber=7514945","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:48:42Z","timestamp":1649443722000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7514945\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,3,1]]},"references-count":40,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2016.2591947","relation":{},"ISSN":["1045-9219","1558-2183","2161-9883"],"issn-type":[{"value":"1045-9219","type":"print"},{"value":"1558-2183","type":"electronic"},{"value":"2161-9883","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,3,1]]}}}