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Optimal Cloud Resource Allocation with Cost Performance Tradeoff Based on Internet of Things

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成果类型:
期刊论文
作者:
Li, Xuefeng;Tan, Liansheng*谭连生);Li, Feifei
通讯作者:
Tan, Liansheng(谭连生
作者机构:
[Tan, Liansheng; Li, Xuefeng; Li, Feifei] Cent China Normal Univ, Comp Sci Dept, Wuhan 430079, Hubei, Peoples R China
[Li, Xuefeng] South Cent Univ Nationalities, Fac Math & Stat, Wuhan 430074, Hubei, Peoples R China
通讯机构:
[Tan, Liansheng] C
Cent China Normal Univ, Comp Sci Dept, Wuhan 430079, Hubei, Peoples R China.
语种:
英文
关键词:
Cloud computing;cost performance ratio;Internet of Things (IoT);utility function;wireless sensor networks (WSNs)
期刊:
IEEE INTERNET OF THINGS JOURNAL
ISSN:
2327-4662
年:
2019
卷:
6
期:
4
页码:
6876-6886
基金类别:
Manuscript received March 11, 2019; revised March 31, 2019; accepted April 15, 2019. Date of publication April 22, 2019; date of current version July 31, 2019. This work was supported in part by the National Natural Science Foundation of China under Grant 61370107 and Grant 61672258 and in part by the Fundamental Research Funds of South Central University for Nationalities under Grant CZQ14022. (Corresponding author: Liansheng Tan.) X. Li is with the Computer Science Department, Central China Normal University, Wuhan 430079, China, and also with the Faculty of Mathematics and Statistics, South Central University for Nationalities, Wuhan 430074, China (e-mail: lxf@mail.scuec.edu.cn).
机构署名:
本校为第一且通讯机构
院系归属:
数学与统计学学院
计算机学院
摘要:
Internet of Things (IoT) still faces many challenges, one of which is how to efficiently and effectively allocate the cloud resources in order to obtain the desired quality of service (QoS) for the IoT users and communication domains. To face the above challenges, this paper first identifies that there is an issue of cost performance tradeoff, which is stemmed from various limited resources in the IoT systems and the competing services requirements. We second propose a nonlinear optimization model that attacks the resource allocation problem. Within the constraints of resources and service dem...

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