{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T06:53:46Z","timestamp":1760597626175,"version":"3.37.3"},"reference-count":37,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"National Basic Research (973) Program of China","award":["2011CB302505"],"award-info":[{"award-number":["2011CB302505"]}]},{"name":"High-Tech Research and Development (863) Programs of China","award":["2012AA012600"],"award-info":[{"award-number":["2012AA012600"]}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation of China","doi-asserted-by":"publisher","award":["61472196","61433008","61073003"],"award-info":[{"award-number":["61472196","61433008","61073003"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006034","name":"University of Southern California","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006034","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100005708","name":"EMC Co.","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005708","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Intellectual Ventures Inc."}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2016,1,1]]},"DOI":"10.1109\/tpds.2015.2398438","type":"journal-article","created":{"date-parts":[[2015,1,30]],"date-time":"2015-01-30T19:44:10Z","timestamp":1422647050000},"page":"130-143","source":"Crossref","is-referenced-by-count":95,"title":["Cloud Performance Modeling with Benchmark Evaluation of Elastic Scaling Strategies"],"prefix":"10.1109","volume":"27","author":[{"given":"Kai","family":"Hwang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoying","family":"Bai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yue","family":"Shi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muyang","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wen-Guang","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongwei","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2011.59"},{"article-title":"Five refining attributes of public and private cloud computing","year":"2009","author":"plummer","key":"ref32"},{"article-title":"QoS for cloud computing","year":"2011","author":"pham","key":"ref31"},{"key":"ref30","article-title":"A performance analysis of EC2 Cloud Computing services for Scientific computing","author":"ostermann","year":"2010","journal-title":"Proceedings of the International Conference on Cloud Computing"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CCGRID.2009.40"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/SOCA.2011.6166245"},{"key":"ref35","article-title":"Cloudstone: multi-platform, multi-language benchmark and measurement tools for web 2.0","author":"sobel","year":"2008","journal-title":"Proc 1st Workshop Cloud Comput Its Appl"},{"article-title":"TCP-W: Benchmarking: An E-commerce solution","year":"2005","author":"smith","key":"ref34"},{"year":"2014","key":"ref10","article-title":"Benchmark evaluation of 114 public clouds"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1807128.1807152"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1109\/MSPEC.1987.6448963","article-title":"Computer benchmarking: Paths and pitfalls","volume":"24","author":"dongarra","year":"1986","journal-title":"IEEE Spectrum"},{"article-title":"Existing cloud benchmark efforts and proposed next steps","year":"2011","author":"farber","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2150976.2150982"},{"article-title":"Benchmarking in the cloud: What it should, can and cannot be","year":"2012","author":"folkerts","key":"ref15"},{"key":"ref16","article-title":"Cloud-testing: Issues, challenges, needs and practice","author":"gao","year":"2011","journal-title":"Int J Softw Eng"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1006\/jpdc.1993.1107"},{"key":"ref18","article-title":"Elasticity in cloud computing: What it is, and what it is not","author":"herbst","year":"2013","journal-title":"Int'l Conf in Autonomic Computing"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/121973.121975"},{"key":"ref28","article-title":"The NIST definition of cloud computing","volume":"800","author":"mell","year":"2011","journal-title":"NIST Special Pub"},{"year":"2010","key":"ref4","article-title":"Cloud computing performance report"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/Grid.2012.15"},{"key":"ref3","doi-asserted-by":"crossref","DOI":"10.1145\/1594156.1594168","article-title":"How is the weather tomorrow? Towards a benchmark for the cloud","author":"binnig","year":"2009","journal-title":"Proceedings of the 2nd International Workshop on Testing Database Systems"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2008.12.001"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2007.370631"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/350391.350432"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/SOSE.2011.6139122"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2012.203"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-540-73551-9_18","article-title":"A framework for collaborative verification and validation of web services","author":"bai","year":"2007","journal-title":"Component-Based Software Engineering"},{"key":"ref9","first-page":"390","article-title":"The case for evaluating mapreduce performance using workload suites","author":"chen","year":"2011","journal-title":"Proc IEEE Int Symp Model Anal Simulation Comput Telecom Syst"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2523616.2523629"},{"key":"ref20","first-page":"41","article-title":"The hi-bench benchmark suite: Characterization of the mapreduce-based data analysis","author":"huang","year":"2010","journal-title":"Proc 21st Int Conf Data Engineering Workshops"},{"journal-title":"Scalable Parallel Computing","year":"1998","author":"hwang","key":"ref22"},{"journal-title":"Distributed and Cloud Computing","year":"2012","author":"hwang","key":"ref21"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2011.66"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CloudCom.2014.66"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1879141.1879143"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2304696.2304713"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/71\/7350313\/7027861.pdf?arnumber=7027861","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,28]],"date-time":"2022-04-28T01:56:56Z","timestamp":1651111016000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7027861\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,1,1]]},"references-count":37,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2015.2398438","relation":{},"ISSN":["1045-9219"],"issn-type":[{"type":"print","value":"1045-9219"}],"subject":[],"published":{"date-parts":[[2016,1,1]]}}}