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Quantitative Modeling and Analytical Calculation of Anelasticity for a Cyber-Physical System

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成果类型:
期刊论文
作者:
Gong, Hongfang;Li, Renfa*;An, Jiyao;Bai, Yang;Li, Keqin
通讯作者:
Li, Renfa
作者机构:
[Li, Keqin; An, Jiyao; Gong, Hongfang; Bai, Yang; Li, Renfa] Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410082, Hunan, Peoples R China.
[Li, Keqin; An, Jiyao; Gong, Hongfang; Bai, Yang; Li, Renfa] Hunan Univ, Key Lab Embedded & Network Comp Hunan Prov, Changsha 410082, Hunan, Peoples R China.
[Li, Keqin; An, Jiyao; Gong, Hongfang; Bai, Yang; Li, Renfa] Hunan Univ, Natl Supercomp Ctr Changsha, Changsha 410114, Peoples R China.
[Gong, Hongfang] Changsha Univ Sci & Technol, Sch Math & Stat, Changsha 410114, Peoples R China.
[Li, Keqin] SUNY Coll New Paltz, Dept Comp Sci, New Paltz, NY 12561 USA.
通讯机构:
[Li, Renfa] H
Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410082, Hunan, Peoples R China.
语种:
英文
关键词:
Computational modeling;Elasticity;Resource management;Optimization;Cloud computing;Dynamic scheduling;Analytical models;Anelasticity;cost-performance ratio (CPR);cyber-physical system (CPS);queuing system;semi-dormant controller cluster
期刊:
IEEE Transactions on Systems, Man, and Cybernetics: Systems
ISSN:
2168-2216
年:
2020
卷:
50
期:
11
页码:
4746-4761
基金类别:
Manuscript received March 10, 2018; accepted July 17, 2018. Date of publication September 5, 2018; date of current version October 15, 2020. This work was supported in part by the National Key Research and Development Plan of China under Grant 2016YFB0200405 and Grant 2012AA01A301-01, in part by the National Natural Science Foundation of China under Grant 61672217, Grant 61370097, Grant 61370095, and Grant 11771060, and in part by the Science Research Foundation of Hunan Provincial Education Department of China under Grant 17A003. This paper was recommended by Associate Editor F. Wang. (Corresponding author: Renfa Li.) H. Gong is with the College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China, also with the Key Laboratory for Embedded and Network Computing of Hunan Province, Hunan University, Changsha 410082, China, also with the National Supercomputing Center in Changsha, Hunan University, Changsha 410082, China, and also with the School of Mathematics and Statistics, Changsha University of Science and Technology, Changsha 410114, China (e-mail: ghongfang@126.com).
机构署名:
本校为其他机构
院系归属:
数学与统计学院
摘要:
This paper investigates resource provisioning in cyber-physical systems (CPSs) by developing a new definition of anelasticity. A flat semi-dormant multicontroller (FSDMC) model is established on a special type of CPS platform named arbitrated networked control system with dual communication channels. A novel, quantitative, and formal definition of anelasticity for the FSDMC is proposed. A new finite capacity M/M/c queuing system with N-policy and asynchronous multiple working vacations of partial servers is established, and the FSDMC is modeled as a quasi-birth-and-death process to obtain the ...

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