Novel Multi-Level Dynamic Traffic Load-Balancing Protocol for Data Center

被引:3
作者
Memon, Sheeba [1 ]
Huang, Jiawei [1 ]
Saajid, Hussain [2 ]
Bux, Naadiya Khuda [1 ]
Saleem, Arshad [3 ]
Aljeroudi, Yazan [4 ]
机构
[1] Cent South Univ Changsha, Sch Informat Sci & Engn, Changsha 410083, Hunan, Peoples R China
[2] Dalian Univ Technol Dalian, Sch Comp Sci & Engn, Dalian 116024, Peoples R China
[3] Shaheed Benazir Bhutto Univ, Shaheed Benazirabad 67450, Landhi Nawabsha, Pakistan
[4] Int Islamic Univ Malaysia, Mech Engn Dept, Kuala Lumpur 53100, Malaysia
来源
SYMMETRY-BASEL | 2019年 / 11卷 / 02期
基金
中国国家自然科学基金;
关键词
data centers; load balance; parameter setting;
D O I
10.3390/sym11020145
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Typically, the production data centers function with various risk factors, such as for instance the network dynamicity, topological asymmetry, and switch failures. Hence, the load-balancing schemes should consider the sensing accurate path circumstances as well as the reduction of failures. However, under dynamic traffic, current load-balancing schemes use the fixed parameter setting, resulting in suboptimal performances. Therefore, we propose a multi-level dynamic traffic load-balancing (MDTLB) protocol, which uses an adaptive approach of parameter setting. The simulation results show that the MDTLB outperforms the state-of-the-art schemes in terms of both the flow completion time and throughput in typical data center applications.
引用
收藏
页数:22
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共 33 条
[31]   Flow distribution-aware load balancing for the datacenter [J].
Wang, Shuo ;
Zhang, Jiao ;
Huang, Tao ;
Pan, Tian ;
Liu, Jiang ;
Liu, Yunjie .
COMPUTER COMMUNICATIONS, 2017, 106 :136-146
[32]   Resilient Datacenter Load Balancing in the Wild [J].
Zhang, Hong ;
Zhang, Junxue ;
Bai, Wei ;
Chen, Kai ;
Chowdhury, Mosharaf .
SIGCOMM '17: PROCEEDINGS OF THE 2017 CONFERENCE OF THE ACM SPECIAL INTEREST GROUP ON DATA COMMUNICATION, 2017, :253-266
[33]   Tuning the Aggressive TCP Behavior for Highly Concurrent HTTP Connections in Intra-Datacenter [J].
Zhang, Tao ;
Wang, Jianxin ;
Huang, Jiawei ;
Chen, Jianer ;
Pan, Yi ;
Min, Geyong .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2017, 25 (06) :3808-3822