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Moreover, high energy consumption inevitably contains failures and reduces system reliability. However, there has been considerably less work of simultaneous management of system performance, reliability, and energy consumption on heterogeneous systems. In this paper, we first build the precedence-constrained parallel applications and energy consumption model. Then, we deduce the relation between reliability and processor frequencies and get their parameters approximation value by least squares curve fitting method. Thirdly, we establish a task execution reliability model and formulate this reliability and energy aware scheduling problem as a linear programming. Lastly, we propose a heuristic Reliability-Energy Aware Scheduling (REAS) algorithm to solve this problem, which can get good tradeoff among system performance, reliability, and energy consumption with lower complexity. Our extensive simulation performance evaluation study clearly demonstrates the tradeoff performance of our proposed heuristic algorithm.<\/jats:p>","DOI":"10.1155\/2016\/9823213","type":"journal-article","created":{"date-parts":[[2016,3,17]],"date-time":"2016-03-17T17:02:56Z","timestamp":1458234176000},"page":"1-13","source":"Crossref","is-referenced-by-count":7,"title":["Energy-Efficient Reliability-Aware Scheduling Algorithm on Heterogeneous Systems"],"prefix":"10.1155","volume":"2016","author":[{"given":"Xiaoyong","family":"Tang","sequence":"first","affiliation":[{"name":"School of Information Science and Engineering, National Supercomputing Center in Changsha, Hunan University, Changsha 410082, China"},{"name":"Information Science and Technology College\/Southern Regional Collaborative Innovation Center for Grain and Oil Crops in China, Hunan Agricultural University, Changsha 410128, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weizhen","family":"Tan","sequence":"additional","affiliation":[{"name":"Archive, Hunan University of Humanities, Science and Technology, Loudi 417000, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"doi-asserted-by":"publisher","key":"4","DOI":"10.1109\/jssc.2009.2034076"},{"doi-asserted-by":"publisher","key":"5","DOI":"10.1109\/tc.2010.117"},{"doi-asserted-by":"publisher","key":"18","DOI":"10.1016\/j.ins.2014.02.122"},{"doi-asserted-by":"publisher","key":"25","DOI":"10.1016\/j.jpdc.2010.05.002"},{"doi-asserted-by":"publisher","key":"36","DOI":"10.1007\/s10586-014-0372-1"},{"doi-asserted-by":"publisher","key":"9","DOI":"10.1109\/71.993206"},{"doi-asserted-by":"publisher","key":"10","DOI":"10.1016\/j.jpdc.2013.05.005"},{"doi-asserted-by":"publisher","key":"7","DOI":"10.1109\/tetc.2014.2300632"},{"doi-asserted-by":"publisher","key":"11","DOI":"10.1145\/1108956.1108957"},{"doi-asserted-by":"publisher","key":"13","DOI":"10.1109\/tpds.2014.2307866"},{"doi-asserted-by":"publisher","key":"28","DOI":"10.1007\/s10586-013-0297-0"},{"doi-asserted-by":"publisher","key":"15","DOI":"10.1016\/j.jpdc.2011.01.004"},{"doi-asserted-by":"publisher","key":"16","DOI":"10.1109\/TPDS.2010.208"},{"doi-asserted-by":"publisher","key":"17","DOI":"10.1109\/tc.2010.216"},{"doi-asserted-by":"publisher","key":"20","DOI":"10.1109\/mm.2004.85"},{"doi-asserted-by":"publisher","key":"23","DOI":"10.1109\/tc.2009.56"},{"doi-asserted-by":"publisher","key":"24","DOI":"10.1109\/71.993209"},{"doi-asserted-by":"publisher","key":"26","DOI":"10.1016\/j.jpdc.2005.02.003"},{"doi-asserted-by":"publisher","key":"1","DOI":"10.1109\/tpds.2014.2385698"},{"doi-asserted-by":"publisher","key":"37","DOI":"10.1145\/1497561.1497568"},{"doi-asserted-by":"publisher","key":"29","DOI":"10.1016\/j.jpdc.2010.04.004"},{"doi-asserted-by":"publisher","key":"31","DOI":"10.1109\/TR.2014.2299693"},{"doi-asserted-by":"publisher","key":"35","DOI":"10.1109\/tvlsi.2005.859474"},{"key":"33","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/j.measurement.2013.11.050","volume":"49","year":"2014","journal-title":"Measurement"}],"container-title":["Scientific Programming"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2016\/9823213.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2016\/9823213.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2016\/9823213.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,24]],"date-time":"2017-06-24T04:31:52Z","timestamp":1498278712000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/sp\/2016\/9823213\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"references-count":24,"alternative-id":["9823213","9823213"],"URL":"https:\/\/doi.org\/10.1155\/2016\/9823213","relation":{},"ISSN":["1058-9244","1875-919X"],"issn-type":[{"type":"print","value":"1058-9244"},{"type":"electronic","value":"1875-919X"}],"subject":[],"published":{"date-parts":[[2016]]}}}