{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,4]],"date-time":"2024-08-04T07:12:19Z","timestamp":1722755539701},"reference-count":24,"publisher":"SAGE Publications","issue":"7","license":[{"start":{"date-parts":[[2017,7,1]],"date-time":"2017-07-01T00:00:00Z","timestamp":1498867200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2017,7]]},"abstract":"<jats:p> The cloud computing paradigm enables elastic resources to be scaled at run time satisfy customers\u2019 demand. Cloud computing provisions on-demand service to users based on a pay-as-you-go manner. This novel paradigm enables cloud users or tenant users to afford computational resources in the form of virtual machines as utilities, just like electricity, instead of paying for and building computing infrastructures by their own. Performance usually specified through service level agreement performance commitment of clouds is one of key research challenges and draws great research interests. Thus, performance issues of cloud infrastructures have been receiving considerable interest by both researchers and practitioners as a prominent activity for improving cloud quality. This work develops an analytical approach to dynamic performance modeling and trend prediction of fault-prone Infrastructure-as-a-Service clouds. The proposed analytical approach is based on a time-series and stochastic-process-based model. It is capable of predicting the expected system responsiveness and request rejection rate under variable load intensities, fault frequencies, multiplexing abilities, and instantiation processing times. A comparative study between theoretical and measured performance results through a real-world campus cloud is carried out to prove the correctness and accuracy of the proposed prediction approach. <\/jats:p>","DOI":"10.1177\/1550147717718514","type":"journal-article","created":{"date-parts":[[2017,11,7]],"date-time":"2017-11-07T14:15:20Z","timestamp":1510064120000},"page":"155014771771851","update-policy":"http:\/\/dx.doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":6,"title":["On dynamic performance estimation of fault-prone Infrastructure-as-a-Service clouds"],"prefix":"10.1177","volume":"13","author":[{"given":"Wanbo","family":"Zheng","sequence":"first","affiliation":[{"name":"Chongqing Key Laboratory of Software Theory and Technology, Chongqing University, Chongqing, China"}]},{"given":"Yuandou","family":"Wang","sequence":"additional","affiliation":[{"name":"Chongqing Key Laboratory of Software Theory and Technology, Chongqing University, Chongqing, China"}]},{"given":"Yunni","family":"Xia","sequence":"additional","affiliation":[{"name":"Chongqing Key Laboratory of Software Theory and Technology, Chongqing University, Chongqing, China"}]},{"given":"Quanwang","family":"Wu","sequence":"additional","affiliation":[{"name":"Chongqing Key Laboratory of Software Theory and Technology, Chongqing University, Chongqing, China"}]},{"given":"Lei","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"}]},{"given":"Kunyin","family":"Guo","sequence":"additional","affiliation":[{"name":"Chongqing Key Laboratory of Software Theory and Technology, Chongqing University, Chongqing, China"}]},{"given":"Weiling","family":"Li","sequence":"additional","affiliation":[{"name":"Chongqing Key Laboratory of Software Theory and Technology, Chongqing University, Chongqing, China"}]},{"given":"Xin","family":"Luo","sequence":"additional","affiliation":[{"name":"Chinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, Chongqing, China"}]},{"given":"Qingsheng","family":"Zhu","sequence":"additional","affiliation":[{"name":"Chongqing Key Laboratory of Software Theory and Technology, Chongqing University, Chongqing, China"}]}],"member":"179","published-online":{"date-parts":[[2017,7,12]]},"reference":[{"key":"bibr1-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2015.10.004"},{"key":"bibr2-1550147717718514","first-page":"35","volume-title":"Proceedings of the IEEE 35th international conference on distributed computing systems workshops (ICDCSW)","author":"Xiong K"},{"key":"bibr3-1550147717718514","first-page":"122","volume-title":"Proceedings of IEEE international conference on automation science and engineering","author":"Xia Y"},{"key":"bibr4-1550147717718514","first-page":"644","volume-title":"Proceedings of the international conference on algorithms and architectures for parallel processing","author":"Li W"},{"key":"bibr5-1550147717718514","first-page":"63","volume-title":"Proceedings of the IEEE international conference on communications in China","author":"Wang C"},{"key":"bibr6-1550147717718514","first-page":"574","volume-title":"Proceedings of the IEEE 5th international conference on cloud computing","author":"He S"},{"key":"bibr7-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2013.67"},{"key":"bibr8-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2013.30"},{"key":"bibr9-1550147717718514","first-page":"152","volume-title":"Proceedings of the IEEE\/IFIP 41st international conference on dependable systems and networks workshops","author":"Ghosh R"},{"key":"bibr10-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2012.182"},{"key":"bibr11-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2012.318"},{"key":"bibr12-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2007.07.011"},{"key":"bibr13-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.2808"},{"key":"bibr14-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2015.2405792"},{"key":"bibr15-1550147717718514","first-page":"192","volume-title":"Proceedings of the 2013 IEEE seventh international symposium on service-oriented system engineering","author":"Xia Y"},{"key":"bibr16-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1049\/iet-com.2010.0121"},{"key":"bibr17-1550147717718514","first-page":"70","volume-title":"Proceedings of the 6th ACM SIGCOMM workshop on network and system support for games","author":"Branch P"},{"key":"bibr18-1550147717718514","first-page":"11","volume-title":"Proceedings of the 7th international conference on Autonomic computing","author":"Meng X"},{"key":"bibr19-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2614325"},{"key":"bibr20-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2015.2480233"},{"key":"bibr21-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2014.2362819"},{"key":"bibr22-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2017.2677859"},{"key":"bibr23-1550147717718514","first-page":"397","volume-title":"Proceedings of the HPCC\/CSS\/ICESS conferences","author":"Wu QW"},{"key":"bibr24-1550147717718514","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2016.2521736"}],"container-title":["International Journal of Distributed Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1550147717718514","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/1550147717718514","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1550147717718514","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,1,5]],"date-time":"2021-01-05T04:41:28Z","timestamp":1609821688000},"score":1,"resource":{"primary":{"URL":"http:\/\/journals.sagepub.com\/doi\/10.1177\/1550147717718514"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,7]]},"references-count":24,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2017,7]]}},"alternative-id":["10.1177\/1550147717718514"],"URL":"https:\/\/doi.org\/10.1177\/1550147717718514","relation":{},"ISSN":["1550-1477","1550-1477"],"issn-type":[{"value":"1550-1477","type":"print"},{"value":"1550-1477","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,7]]}}}