{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T19:39:26Z","timestamp":1729625966243,"version":"3.28.0"},"reference-count":36,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,10]]},"DOI":"10.1109\/bigdata.2015.7364083","type":"proceedings-article","created":{"date-parts":[[2015,12,28]],"date-time":"2015-12-28T16:36:21Z","timestamp":1451320581000},"page":"2793-2800","source":"Crossref","is-referenced-by-count":5,"title":["Network-aware resource management for scalable data analytics frameworks"],"prefix":"10.1109","author":[{"given":"Thomas","family":"Renner","sequence":"first","affiliation":[]},{"given":"Lauritz","family":"Thamsen","sequence":"additional","affiliation":[]},{"given":"Odej","family":"Kao","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2523616.2523637"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2012.2233213"},{"key":"ref31","first-page":"24","article-title":"Dominant resource fairness: Fair allocation of multiple resource types","volume":"11","author":"ghodsi","year":"2011","journal-title":"NSDI"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772751"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2043164.2018448"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/2465351.2465386"},{"key":"ref34","article-title":"Apollo: scalable and coordinated scheduling for cloud-scale computing","author":"boutin","year":"2014","journal-title":"Proceedings of the 5th USENIX Symposium on Operating Systems Design and Implementation (OSDI)"},{"key":"ref10","first-page":"301","article-title":"The power of choice in data-aware cluster scheduling","author":"venkataraman","year":"2014","journal-title":"11 th USENIX Symposium on Operating Systems Design and Implementation (OSDI 14)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1966445.1966472"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/1629575.1629601"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2493123.2462904"},{"key":"ref14","article-title":"Job scheduling for multi-user mapreduce clusters","author":"zaharia","year":"2009","journal-title":"Technical Report UCBIEECS-2009&#x2013;28"},{"key":"ref15","first-page":"19","article-title":"Hedera: Dynamic flow scheduling for data center networks","volume":"10","author":"ai-fares","year":"2010","journal-title":"NSDI"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2018436.2018465"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1109\/IPDPS.2014.20","article-title":"Pythia: Faster big data in motion through predictive software-defined network optimization at runtime","author":"veiga neves","year":"2014","journal-title":"Parallel and Distributed Processing Symposium 2014 IEEE 28th International"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TC.1985.6312192"},{"key":"ref19","article-title":"Transparent and flexible network management for big data processing in the cloud","author":"das","year":"0","journal-title":"USENIX Workshop on Hot Topics in Cloud Computing"},{"key":"ref28","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","author":"macqueen","year":"1967","journal-title":"Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability Volume 1 Statistics"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2588555.2595641"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1807128.1807148"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-014-0357-y"},{"key":"ref6","first-page":"22","article-title":"Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center","volume":"11","author":"hindman","year":"0","journal-title":"NSDI"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/362248.362272"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2523616.2523633"},{"key":"ref8","first-page":"1","article-title":"Reservation-based Scheduling: If You're Late Don't Blame Us\/","author":"curino","year":"2014","journal-title":"Proceedings of the ACM Symposium on Cloud Computing"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MSST.2010.5496972"},{"key":"ref2","first-page":"10","article-title":"Spark: Cluster Computing with Working Sets","author":"zaharia","year":"2010","journal-title":"Proceedings of the 2nd USENIX Conference on Hot Topics in Cloud Computing Ser HotCloud'10"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1755913.1755940"},{"key":"ref1","first-page":"10","article-title":"MapReduce: Simplified Data Processing on Large Clusters","author":"dean","year":"2004","journal-title":"Proceedings of the 6th Conference on Symposium on Operating Systems Design & Implementation ser OSDI' 04"},{"journal-title":"Apache","article-title":"Hadoop","year":"2015","key":"ref20"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522738"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"671","DOI":"10.1126\/science.220.4598.671","article-title":"Optimization by simulated annealing","volume":"220","author":"kirkpatrick","year":"1983","journal-title":"Science"},{"key":"ref24","first-page":"293","article-title":"Making sense of performance in data analytics frameworks","author":"ousterhout","year":"2015","journal-title":"Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI)(Oakland CA)"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.14778\/2350229.2350245"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/IC2E.2015.36"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2500468.2500473"}],"event":{"name":"2015 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2015,10,29]]},"location":"Santa Clara, CA, USA","end":{"date-parts":[[2015,11,1]]}},"container-title":["2015 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7347101\/7363706\/07364083.pdf?arnumber=7364083","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T22:37:07Z","timestamp":1498257427000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7364083\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,10]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/bigdata.2015.7364083","relation":{},"subject":[],"published":{"date-parts":[[2015,10]]}}}