Security, energy, and performance-aware resource allocation mechanisms for computational grids

	Security, energy, and performance-aware resource allocation mechanisms for computational grids
	Kolodziej, Joanna; Khan, Samee Ullah; Wang, Lizhe; Kisiel-Dorohinicki, Marek; Madani, Sajjad A.; Niewiadomska-Szynkiewicz, Ewa; Zomaya, Albert Y.; Xu, Cheng-Zhong
刊名	FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE
	2014
英文摘要	Distributed Cyber Physical Systems (DCPSs) are networks of computing systems that utilize information from their physical surroundings to provide important services, such as smart health, energy efficient grid and cloud computing, and smart security-aware grids. Ensuring the energy efficiency, thermal safety, and long term uninterrupted computing operation increases the scalability and sustainability of these infrastructures. Achieving this goal often requires researchers to harness an understanding of the interactions between the computing equipment and its physical surroundings. Modeling these interactions can be computationally challenging with the resources on hand and the operating requirements of such systems. In this paper, we define the independent batch scheduling in Computational Grid (CG) as a three-objective global optimization problem with makespan, flowtime and energy consumption as the main scheduling criteria minimized according to different security constraints. We use the Dynamic Voltage Scaling (DVS) methodology for reducing the cumulative power energy utilized by the system resources. We develop six genetic-based single- and multi-population meta-heuristics for solving the considered optimization problem. The effectiveness of these algorithms has been empirically justified in two different grid architectural scenarios in static and dynamic modes. (C) 2012 Elsevier B.V. All rights reserved.
收录类别	SCI
原文出处	http://www.sciencedirect.com/science/article/pii/S0167739X12001823
语种	英语
内容类型	期刊论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/6007]
专题	深圳先进技术研究院_数字所
作者单位	FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE
推荐引用方式 GB/T 7714	Kolodziej, Joanna,Khan, Samee Ullah,Wang, Lizhe,et al. Security, energy, and performance-aware resource allocation mechanisms for computational grids[J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE,2014.
APA	Kolodziej, Joanna.,Khan, Samee Ullah.,Wang, Lizhe.,Kisiel-Dorohinicki, Marek.,Madani, Sajjad A..,...&Xu, Cheng-Zhong.(2014).Security, energy, and performance-aware resource allocation mechanisms for computational grids.FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE.
MLA	Kolodziej, Joanna,et al."Security, energy, and performance-aware resource allocation mechanisms for computational grids".FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE (2014).