Improving Delay in SDNs by Metaheuristic Controller Placement

  • سال انتشار: 1401
  • محل انتشار: مجله الکترونیک صنعتی ،کنترل و بهینه سازی، دوره: 5، شماره: 4
  • کد COI اختصاصی: JR_IECO-5-4_002
  • زبان مقاله: انگلیسی
  • تعداد مشاهده: 273
دانلود فایل این مقاله

نویسندگان

Maedeh Abedini Bagha

Department of Computer Engineering, Urmia Branch, Islamic Azad University, Urmia, Iran

Kambiz MajidZadeh

Department of Computer Engineering, Urmia Branch, Islamic Azad University, Urmia, Iran

Mohammad Masdari

Department of Computer Engineering, Urmia Branch, Islamic Azad University, Urmia, Iran

Yousef Farhang

Department of Computer Engineering, Khoy Branch, Islamic Azad University, Khoy, Iran.

چکیده

Software-defined networking is a new network model proposed to solve the complexity of traditional network problems and facilitate dynamic network operation and management. The separation of the control plane from the data plane is the main idea of software-defined networks. Controllers are the operating system of software-defined networks and are responsible for managing the entire network. It is essential to locate controllers appropriately to have a balanced topology while guaranteeing low latency. In this work, a metaheuristic algorithm is used for controller placement. First, the problem is formulated, and the network is partitioned by a clustering algorithm. Then, the seagull optimization algorithm is used to determine a suitable place for the controller in each network partition dynamically. Simulations are performed on the standard network topology from the internet topology zoo dataset to evaluate the proposed method. Simulation results reveal that the proposed method performs well in case of delay and load balancing compared with the state-of-the-art optimization algorithms.

کلیدواژه ها

Controller placement, Seagull optimization algorithm, Software-defined network

اطلاعات بیشتر در مورد COI

COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.

کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.