Dynamic energy-aware cloudlet-based mobile cloud computing model for green computing

被引:378
作者
Gai, Keke [1 ]
Qiu, Meikang [1 ]
Zhao, Hui [2 ]
Tao, Lixin [1 ]
Zong, Ziliang [3 ]
机构
[1] Pace Univ, Dept Comp Sci, New York, NY 10038 USA
[2] Henan Univ, Software Sch, Kaifeng 475000, Henan, Peoples R China
[3] Texas State Univ, Dept Comp Sci, San Marcos, TX 78666 USA
基金
美国国家科学基金会;
关键词
Mobile cloud computing; Green computing; Dynamic program; Energy-aware; Cloudlets; RESOURCE-ALLOCATION; EFFICIENT;
D O I
10.1016/j.jnca.2015.05.016
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Employing mobile cloud computing (MCC) to enable mobile users to acquire benefits of cloud computing by an environmental friendly method is an efficient strategy for meeting current industrial demands. However, the restrictions of wireless bandwidth and device capacity have brought various obstacles, such as extra energy waste and latency delay, when deploying MCC. Addressing this issue, we propose a dynamic energy-aware cloudlet-based mobile cloud computing model (DECM) focusing on solving the additional energy consumptions during the wireless communications by leveraging dynamic cloudlets (DCL)-based model. In this paper, we examine our model by a simulation of practical scenario and provide solid results for the evaluations. The main contributions of this paper are twofold. First, this paper is the first exploration in solving energy waste problems within the dynamic networking environment. Second, the proposed model provides future research with a guideline and theoretical supports. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:46 / 54
页数:9
相关论文
共 33 条
[1]   Using Datacenter Simulation to Evaluate Green Energy Integration [J].
Aksanli, Baris ;
Venkatesh, Jagannathan ;
Rosing, Tajana Simunic .
COMPUTER, 2012, 45 (09) :56-64
[2]  
[Anonymous], ENERGY
[3]  
[Anonymous], 4 INT C MULT INF NET
[4]  
[Anonymous], 2011, IEEE COMSOC MULTIMED
[5]  
[Anonymous], 2012, P 3 ACM WORKSHOP MOB, DOI [DOI 10.1145/2307849.2307858, 10.1145/2307849.2307858]
[6]   Green Cloud Computing: Balancing Energy in Processing, Storage, and Transport [J].
Baliga, Jayant ;
Ayre, Robert W. A. ;
Hinton, Kerry ;
Tucker, Rodney S. .
PROCEEDINGS OF THE IEEE, 2011, 99 (01) :149-167
[7]  
Beloglazov Anton, 2010, Proceedings 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing (CCGrid), P826, DOI 10.1109/CCGRID.2010.46
[8]   Energy-aware resource allocation heuristics for efficient management of data centers for Cloud computing [J].
Beloglazov, Anton ;
Abawajy, Jemal ;
Buyya, Rajkumar .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2012, 28 (05) :755-768
[9]   Energy-Efficient Cloud Computing [J].
Berl, Andreas ;
Gelenbe, Erol ;
Di Girolamo, Marco ;
Giuliani, Giovanni ;
De Meer, Hermann ;
Dang, Minh Quan ;
Pentikousis, Kostas .
COMPUTER JOURNAL, 2010, 53 (07) :1045-1051
[10]   Discrete-event simulation for efficient and stable resource allocation in collaborative mobile cloudlets [J].
Bohez, Steven ;
Verbelen, Tim ;
Simoens, Pieter ;
Dhoedt, Bart .
SIMULATION MODELLING PRACTICE AND THEORY, 2015, 50 :109-129