{"title":"价格承诺下云计算动态定价的指数策略","authors":"V. Borkar, K. Ravikumar, Krishnakant V. Saboo","doi":"10.4064/AM2313-6-2017","DOIUrl":null,"url":null,"abstract":"A dynamic pricing based resource allocation problem for cloud computing is cast as a Markov decision process with average reward and hard per time combinatorial constraints. Following Whittle, its relaxation as a constrained average reward Markov decision process is analyzed and its Whittle indexability is established. An iterative scheme to compute the Whittle indices is also proposed.","PeriodicalId":52313,"journal":{"name":"Applicationes Mathematicae","volume":"4 1","pages":"215-245"},"PeriodicalIF":0.0000,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"20","resultStr":"{\"title\":\"An index policy for dynamic pricing in cloud computing under price commitments\",\"authors\":\"V. Borkar, K. Ravikumar, Krishnakant V. Saboo\",\"doi\":\"10.4064/AM2313-6-2017\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A dynamic pricing based resource allocation problem for cloud computing is cast as a Markov decision process with average reward and hard per time combinatorial constraints. Following Whittle, its relaxation as a constrained average reward Markov decision process is analyzed and its Whittle indexability is established. An iterative scheme to compute the Whittle indices is also proposed.\",\"PeriodicalId\":52313,\"journal\":{\"name\":\"Applicationes Mathematicae\",\"volume\":\"4 1\",\"pages\":\"215-245\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"20\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applicationes Mathematicae\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4064/AM2313-6-2017\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Mathematics\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applicationes Mathematicae","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4064/AM2313-6-2017","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Mathematics","Score":null,"Total":0}
An index policy for dynamic pricing in cloud computing under price commitments
A dynamic pricing based resource allocation problem for cloud computing is cast as a Markov decision process with average reward and hard per time combinatorial constraints. Following Whittle, its relaxation as a constrained average reward Markov decision process is analyzed and its Whittle indexability is established. An iterative scheme to compute the Whittle indices is also proposed.
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