JS']JSSTR: A Joint Server Selection and Traffic Routing Algorithm for the Software-Defined Data Center

被引:1
作者
Cui, Yunhe [1 ]
Yan, Lianshan [1 ]
Qian, Qing [2 ]
Xing, Huanlai [1 ]
Li, Saifei [1 ]
机构
[1] Southwest Jiaotong Univ, Sch Informat Sci & Technol, Chengdu 610031, Sichuan, Peoples R China
[2] Guizhou Univ Finance & Econ, Sch Informat, Int Joint Res Ctr Data Sci & High Performance Com, Guiyang 550025, Guizhou, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2018年 / 8卷 / 09期
基金
中国国家自然科学基金;
关键词
Software-Defined Networking (SDN); data center; traffic engineering; server selection; load balancing; GENETIC ALGORITHM; NETWORKING;
D O I
10.3390/app8091478
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Server load balancing technology makes services highly functional by distributing the incoming user requests to different servers. Thus, it plays a key role in data centers. However, most of the current server load balancing schemes are designed without considering the impact on the network. More specifically, when using these schemes, the server selection and routing path calculation are usually executed sequentially, which may result in inefficient use of network resources or even cause some issues in the network. As an emerging architecture, Software-Defined Networking (SDN) provides new solutions to overcome these shortcomings. Therefore, taking advantages of SDN, this paper proposes a Joint Server Selection and Traffic Routing algorithm (JSSTR) based on improving the Shuffle Frog Leaping Algorithm (SFLA) to achieve high network utilization, network load balancing and server load balancing. Evaluation results validate that the proposed algorithm can significantly improve network efficiency and balance the network load and server load.
引用
收藏
页数:26
相关论文
共 34 条
  • [1] Silva WJA, 2017, 2017 31ST INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN), P132, DOI 10.1109/ICOIN.2017.7899491
  • [2] [Anonymous], 2012, P 9 USENIX S NETWORK
  • [3] OPEN, CLOSED, AND MIXED NETWORKS OF QUEUES WITH DIFFERENT CLASSES OF CUSTOMERS
    BASKETT, F
    CHANDY, KM
    MUNTZ, RR
    PALACIOS, FG
    [J]. JOURNAL OF THE ACM, 1975, 22 (02) : 248 - 260
  • [4] An SDN-based scalable routing and resource management model for service provider networks
    Celenlioglu, Mahmud Rasih
    Tuysuz, Mehmet Fatih
    Mantar, Haci Ali
    [J]. INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2018, 31 (08)
  • [5] CLB: A novel load balancing architecture and algorithm for cloud services
    Chen, Shang-Liang
    Chen, Yun-Yao
    Kuo, Suang-Hong
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2017, 58 : 154 - 160
  • [6] Dynamic Server Cluster Load Balancing in Virtualization Environment with OpenFlow
    Chen, Wenbo
    Shang, Zhihao
    Tian, Xinning
    Li, Hui
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015,
  • [7] Cui Y.H., 2017, P 2017 IEEE GLOB COM
  • [8] SD-Anti-DDoS: Fast and efficient DDoS defense in software-defined networks
    Cui, Yunhe
    Yan, Lianshan
    Li, Saifei
    Xing, Huanlai
    Pan, Wei
    Zhu, Jian
    Zheng, Xiaoyang
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2016, 68 : 65 - 79
  • [9] Shuffled frog-leaping algorithm: a memetic meta-heuristic for discrete optimization
    Eusuff, M
    Lansey, K
    Pasha, F
    [J]. ENGINEERING OPTIMIZATION, 2006, 38 (02) : 129 - 154
  • [10] Ferraz LHG, 2014, IEEE GLOB COMM CONF, P2270, DOI 10.1109/GLOCOM.2014.7037146