异构环境虚拟化资源管理相关研究

doi:10.16180/j.cnki.issn1007-7820.2019.01.005

Abstract

Abstract:

With the continuous development of data processing platform in heterogeneous environment, the importance of virtualization resource management in platform system is increasingly prominent, has attracted more and more attention from the researchers. The traditional high performance homogeneous processing platform can not meet the needs of large amount of complex data processing in the aspects of portable, reconfigurable and expandable. As for the heterogeneous environment of virtual resource management, by introducing the related research progress of heterogeneous hardware and software virtualization and resource management strategy, the existing virtualization resource management strategies are analyzed and summarized. At last, the trend of virtual resource management in the future heterogeneous environment is analyzed.

Key words: virtualization technology, resource management, heterogeneous environment, SCA software radio, cloud computing, heterogeneous network system

CLC Number:

TN104

ZHAO Chuanqi,YUE Chunsheng. Research on Virtual Resource Management in Heterogeneous Environment[J].Electronic Science and Technology, 2019, 32(1): 21-26.

Figures/Tables 6

Figure 1.

Figure 2.

Figure 3.

Figure 4.

Figure 5.

Table 1

References 22

[1]	Sun X, Su S, Xu P, et al. Multi-dimensional resource integrated scheduling in a shared data center [C].Marco:International Conference on Distributed Computing Systems Workshops,IEEE, 2011.
[2]	Zhou S, Zheng X, Wang J , et al. Utopia: A load sharing facility for large, heterogeneous distributed computer systems[J]. Software Practice & Experience, 2010,23(12):1305-1336. doi: 10.1002/spe.4380231203
[3]	乔百友, 蔡仁翰, 陈东海 , 等. Xen 虚拟机资源调度优化算法[J]. 软件学报, 2014,25(2):201-212.
	Qiao B Y, Cai R H, Chen D H , et al. Resource scheduling optimization algorithm for Xen virtual machines[J]. Journal of Software, 2014,25(2):201-212.
[4]	韩德志, 李楠楠, 毕坤 . 云环境下的虚拟化技术探析[J].华中科技大学学报:自然科学版, 2012(S1):262-265.
	Han Dezhi, Li Nannan, Bi Kun . Study of virtualization technology in cloud environment[J]. Journal of Huazhong University of Science & Technology:Natural Science Edition, 2012 ( S1):262-265.
[5]	陈全, 邓倩妮 . 云计算及其关键技术[J]. 计算机应用, 2009,29(9):2562-2567.
	Chen Quan, Deng Qianni . Cloud computing and its key techniques[J]. Journal of Computer Applications, 2009,29(9):2562-2567.
[6]	张龙 . 虚拟化资源调度技术的研究[D]. 南京:南京航空航天大学, 2014.
	Zhang Long . Research on virtualization resources scheduling technology[D]. Nanjing:Nanjing University of Aeronautics and Astronautics, 2014.
[7]	王亿芳 . 集群资源管理技术的研究与实现[D]. 长沙:湖南大学, 2015.
	Wang Yifang . Research and implementation of cluster resource management technology[D]. Changsha:Hunan University, 2015.
[8]	吕博 . 网络虚拟化资源管理架构与映射算法研究[D]. 北京:北京邮电大学, 2011.
	Lv Bo . Research on architecture and embedding algorithm of resource management for network virtualization[D]. Beijing University of Posts and Telecommunications, 2011.
[9]	吴非, 廖文瑜, 牛吉凌 . 基于SCA的软件无线电台配置管理设计[J]. 通信技术, 2016,49(6):794-798. doi: 10.3969/j.issn.1002-0802.2016.06.026
	Wu Fei, Liao Wenyu, Niu Jiling . Design of configure manage framework based on SCA SDR radio[J]. Communication Technology, 2016,49(6):794-798. doi: 10.3969/j.issn.1002-0802.2016.06.026
[10]	谭翔, 吴宇, 施峻武 .基于 SCA 的软件无线电SoPC设计[J].现代电子技术, 2011(22):112-115. doi: 10.3969/j.issn.1004-373X.2011.22.033
	Tan Xiang, Wu Yu, Shi Junwu . Design of Software defined radio SoPC based on SCA[J].Modern Electronics Technique, 2011(22):112-115. doi: 10.3969/j.issn.1004-373X.2011.22.033
[11]	简博宇 . SCA软件无线电中平台管理服务的研究与应用[D]. 湘潭:湘潭大学, 2015.
	Jian Boyu . Research and application of platform management service based-on SCA[D]. Xiangtan:Xiangtan University, 2015.
[12]	李乔, 郑啸 . 云计算研究现状综述[J]. 计算机科学, 2011,38(4):F32-37. doi: 10.3969/j.issn.1002-137X.2011.04.006
	Li Qiao, Zheng Xiao . Research survey of cloud computing[J]. Computer Science, 2011,38(4):32-37. doi: 10.3969/j.issn.1002-137X.2011.04.006
[13]	Kulkarni F G . Cloud computing-software as service[J].International Journal of Cloud Computing and Services Science (IJ-CLOSER), 2012(1):11-16
[14]	刘丽景, 程国建, 吴文海 . 多智能体遗传算法在云计算负载均衡中的应用[ C].广州:中国青年信息与管理学者大会, 2010.
	Liu Lijing, Cheng Guojian, Wu Wenhai . Application of multi agent genetic algorithm in cloud computing load balancing[ C].Guangzhou:The Eleventh National Youth Conference on Information and Management Sciences, 2010.
[15]	唐双红 . 云计算中虚拟资源调度策略的研究[D]. 南京:南京邮电大学, 2014.
	Tang Shuanghong . Study on virtual resource scheduling in cloud computing[D]. Nanjing:Nanjing University of Posts and Telecommunications, 2014.
[16]	李建锋, 彭舰 . 云计算环境下基于改进遗传算法的任务调度算法[J]. 计算机应用, 2011,31(1):184-186. doi: 10.3724/SP.J.1087.2011.00184
	Li Jianfeng, Peng Jian . Task scheduling algorithm based on improved genetic algorithm in cloud computing environment[J]. Journal of Computer Applications, 2011,31(1):184-186. doi: 10.3724/SP.J.1087.2011.00184
[17]	王舜 . 基于最小迁移代价的云计算资源负载均衡调度算法研究[D]. 成都:电子科技大学, 2013.
	Wang Shun . Research on resource load balancing scheduling algorithm based on minimum migration cost in cloud computing environment[D]. Chengdu:Electronics Technology University, 2013.
[18]	Huang L, Zhou Y, Han X, et al. Distributed coverage optimization for small cell clusters using game theory [C].CA,USA:Wireless Communications and Networking Conference,IEEE, 2013.
[19]	Mohamed L, Leghris C, Adib A. A hybrid approach for network selection in heterogeneous multi-access environments [C].Chicago:Ifip International Conference on New Technologies,Mobility and Security,IEEE, 2011.
[20]	Bhaumik S, Chandrabose S P, Jataprolu M K, et al. CloudIQ:a framework for processing base stations in a data center [C].Paris:International Conference on Information and Management, 2012.
[21]	崔春风, 闫志刚, 陈沫 . 一种负载均衡设备以及分布式基站系统及其通信方法:中国 101505500 A[P]. 2009.
	Cui Chunfeng, Yan Zhigang, Chen Mo . Load balance equipment, distributed base station system and communication method:CN 101505500 A[P]. 2009.
[22]	田霖, 翟国伟, 黄亮 , 等. 基于集中式接入网架构的异构无线网络资源管理技术研究[J]. 电信科学, 2013,29(6):25-31. doi: 10.3969/j.issn.1000-0801.2013.06.004
	Tian Lin, Zhai Guowei, Huang Liang , et al. Research on key technologies of heterogeneous wireless network resource management based on centralized radio access network architecture[J]. Telecommunications Science, 2013,29(6):25-31. doi: 10.3969/j.issn.1000-0801.2013.06.004

相关领域	管理策略	优越性	局限性
SCA软件无线电资源管理	通过商业化的平台外部管理软件和系统自带的相关命令进行在线管理。	可重构性强,管理集中,可监控性强,管理灵活。	资源管理繁琐,资源利用率较低。标准不兼容,升级维护耗费大。
云计算平台资源管理	主要通过集中分配、分散部署、均衡负载和就近部署四种资源管理策略进行管理。	人工干预少,相对智能化,升级维护简便。资源配置灵活,弹性大。	资源伸缩配置周期相对较长,资源处理的时效性相对较差。
异构网络系统资源管理	将计算资源、信号资源和网络资源等抽象成可以共享复用的虚拟资源,消除异构网络间的差异性,根据需要统一分配和管理资源。	能发挥多种异构网络特点,根据实际情况快速切换资源,提供优质服务。同时减少了网络系统升级维护的成本消耗。	异构网络资源种类繁多,结构复杂,管理技术实现难度较大。

Research on Virtual Resource Management in Heterogeneous Environment

RichHTML

PDF (PC)

Like

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 6

References 22

Related Articles 15

Metrics

Comments

Recommended 10

[1]	LAN Jiman. Design of Data Mining System Based on Cloud Computing [J]. Electronic Science and Technology, 2019, 32(8): 70-74.
[2]	LÜ Tengfei,CHEN Shiping,WANG Lei. Cost Optimization Model for Cloud Resource Allocation Based on Packet Cluster [J]. Electronic Science and Technology, 2019, 32(3): 31-36.
[3]	JI Lili, LI Ye . Virtual Machine Cluster Optimization Based on Migration in Cloud Environment [J]. , 2016, 29(8): 117-.
[4]	DU Xiaofeng1, CHEN Shiping2. A Hybrid P2P Overlay for Multiattribute Queries in Cloud Computing [J]. , 2016, 29(7): 47-.
[5]	LIU Xiu, LI Ye. Algorithm for Virtual Machine Deployment in Cloud Computing Environment Based on Resource Rating [J]. , 2016, 29(7): 51-.
[6]	DU Xiaofeng,CHEN Shiping. An HSFC based Cloud Source Discovery Algorithm [J]. , 2016, 29(4): 32-.
[7]	CHENG Cheng,ZHU Zhixiang,LIANG Xiaojiang. Study and Application Based on OpenStack Horizon Frame [J]. , 2016, 29(4): 84-.
[8]	ZHAO Mian,LI Ye. Q-Learning Based Auto-scaling Algorithm for Virtual Machines [J]. , 2016, 29(3): 35-.
[9]	LI Yuanzheng, TONG Guoxiang. Resource Scheduling Based on Hybrid Harmony Search Algorithm in Cloud Environment [J]. , 2016, 29(10): 51-.
[10]	SUN Hong,YANG Li. Security of Internet of Things Based on Cloud Computing [J]. , 2015, 28(9): 175-.
[11]	LI Juntao,ZHOU Qili. Initial Virtual Machine Placement Based on Improved Grouping Genetic Algorithm [J]. , 2015, 28(6): 17-.
[12]	XIE Xuan,WANG Ruigang,YANG Xiaobao,TIAN Yuanrui. Design and Implementation of an SD Card User Authentication Scheme [J]. , 2015, 28(6): 57-.
[13]	LI Hanyi,CHEN Jiaqi. Research on Task Scheduling Algorithm In Cloud Computing Environment [J]. , 2015, 28(11): 43-.
[14]	CHENG Jianyun,WEI Wenjun. Big Data Processing in Track Circuit Troubleshooting [J]. , 2015, 28(11): 161-.
[15]	SUN Yaoyao. Research on Cloud Computing Application on Mobile Internet [J]. , 2015, 28(1): 179-.