A swarm intelligence-based quality of service aware resource allocation for clouds

被引:0
作者
Kumar, Ashok [1 ]
Sharma, Anju [2 ]
Kumar, Rajesh [3 ]
机构
[1] Chitkara Univ, Inst Engn & Technol, Chandigarh, Punjab, India
[2] Maharaja Ranjit Singh Punjab Tech Univ, Dept Computat Sci, Bathinda, India
[3] Thapar Inst Engn & Technol, Comp Sci & Engn Dept, Patiala, Punjab, India
关键词
energy efficiency; resource utilisation; resource allocation; swarm intelligence; quality of service; QoS; SCHEDULING ALGORITHM; VIRTUAL MACHINES; ENERGY; QOS; MANAGEMENT; POWER;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The growing popularity of cloud computing results in very large data centres around the world with vast amount of energy requirements and CO2 emissions. These large sized data centres demand efficient management of resources to conserve energy while satisfying quality of service (QoS) requirements of the end users. In this paper, a QoS-aware resource allocation approach using ant colony optimisation is proposed. The proposed approach is implemented in CloudSim and comprehensive performance analysis shows upto 12% energy saving.
引用
收藏
页码:129 / 140
页数:12
相关论文
共 42 条
[1]   A Bio-Inspired Algorithm for Virtual Machines Allocation in Public Clouds [J].
Alhassan, Sarah ;
Abdulghani, Majed .
10TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2019) / THE 2ND INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40 2019) / AFFILIATED WORKSHOPS, 2019, 151 :1072-1077
[2]   Cuckoo-inspired Job Scheduling Algorithm for Cloud Computing [J].
Aloboud, Ebtesam ;
Kurdi, Heba .
10TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2019) / THE 2ND INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40 2019) / AFFILIATED WORKSHOPS, 2019, 151 :1078-1083
[3]   Models and Framework for Supporting Runtime Decisions in Web-Based Systems [J].
Andreolini, Mauro ;
Casolari, Sara ;
Colajanni, Michele .
ACM TRANSACTIONS ON THE WEB, 2008, 2 (03)
[4]  
[Anonymous], 2013, P 2 INT C COMP SCI
[5]  
[Anonymous], 2008, REVOLUTIONIZING DATA
[6]  
[Anonymous], 2007, P LINUX S
[7]  
Barham P., 2003, Xen and the art of virtualization, V37, P164, DOI [DOI 10.1145/1165389.945462, 10.1145/1165389.945462]
[8]  
Buyya R., 2011, Proceedings of the 2011 International Conference on Cloud and Service Computing (CSC 2011), P1, DOI 10.1109/CSC.2011.6138522
[9]   CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms [J].
Calheiros, Rodrigo N. ;
Ranjan, Rajiv ;
Beloglazov, Anton ;
De Rose, Cesar A. F. ;
Buyya, Rajkumar .
SOFTWARE-PRACTICE & EXPERIENCE, 2011, 41 (01) :23-50
[10]   Assigning real-time tasks to heterogeneous processors by applying ant colony optimization [J].
Chen, Hua ;
Cheng, Albert Mo Kim ;
Kuo, Ying-Wei .
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2011, 71 (01) :132-142