In order to ensure the transmit speed and quality, it is critical to adopt efficient path selection technique for load balancing in complex networks. However, traditional balancing technique is unable to possess global knowledge of the whole network and lacks the ability to find the optimal path. Software Defined Networks (SDN) provides an approach to obtain whole network status. But, the performance of controller limits the extension of SDN. This paper presents a novel intelligent SDN-based architecture and proposes a new scheme to optimize data transmission. The new scheme uses intelligent algorithms to complete three functions, including path selection, the important nodes and flow forecasting. Simulation results demonstrate that the proposed scheme achieves superior performance in terms of both latency and packet loss rate.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Intelligent Optimizing Scheme for Load Balancing in Software Defined Networks


    Contributors:
    Yu, Chen (author) / Zhao, Zhifeng (author) / Zhou, Yifan (author) / Zhang, Honggang (author)


    Publication date :

    2017-06-01


    Size :

    369835 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    An Efficient Switch Migration Scheme for Load Balancing in Software Defined Networking

    Ethilu, Thangaraj / Sathappan, Abirami / Rodrigues, Paul | BASE | 2023

    Free access

    Deep Active Learning Intrusion Detection and Load Balancing in Software-Defined Vehicular Networks

    Ahmed, Usman / Lin, Jerry Chun-Wei / Srivastava, Gautam et al. | IEEE | 2023


    Load balancing-based multi-controller coordinated deployment strategy in software defined optical networks

    Zhao, Yongli / Liu, Chuan / Wang, Hua et al. | British Library Online Contents | 2018



    Software Defined Satellite Networks

    Gopal, Rajeev / Ravishankar, Channasandra | AIAA | 2014