Whale Optimization Algorithm (WOA) for Task Scheduling Problem in Multi-processors Environment

被引:0
|
作者
Suliman, Saiful Izwan [1 ]
Khalish, Mohammad Nur [1 ]
Yusof, Yuslinda Wati Mohamad [1 ]
Rahman, Farah Yasmin Abdul [1 ]
机构
[1] Univ Teknol MARA UiTM, Coll Engn, Sch Elect Engn, Shah Alam 40450, Selangor, Malaysia
关键词
Multiprocessors; task scheduling; Whale Optimization Algorithm; algorithm; HYBRID FLOW-SHOP;
D O I
10.1109/ISIEA61920.2024.10607183
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Use of multiprocessors applications to solve complex problems in computer's system contributes to the increase in performance and speed of today's computer. In multiprocessors environment, it is very important to have a great strategy or method on scheduling the processors that are utilized to handle a specific task in the computer system. As each scheduling problem involves problem-specific variables, multiprocessors need different and appropriate algorithm for their problems. This study introduces the Whale Optimization Algorithm (WOA) for task scheduling. Comparisons with other existing methods were also conducted to highlight the efficiency of the proposed WOA in performing task scheduling.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Green Job Shop Scheduling problem With Discrete Whale Optimization Algorithm
    Jiang, Tianhua
    Zhang, Chao
    Sun, Qi-Ming
    IEEE ACCESS, 2019, 7 : 43153 - 43166
  • [22] Cloud Computing Task Scheduling Model Based on Improved Whale Optimization Algorithm
    Jia, LiWei
    Li, Kun
    Shi, Xiaoming
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [23] User-defined weight based multi objective task scheduling in cloud using whale optimization algorithm
    Gupta, Swati
    Singh, Ravi Shankar
    SIMULATION MODELLING PRACTICE AND THEORY, 2024, 133
  • [24] Two level algorithm with Tabu Search optimization for task scheduling problem in computing cluster environment
    Bozejko, Wojciech
    Nadybski, Piotr
    Wodecki, Mieczyslaw
    2017 22ND INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2017, : 238 - 242
  • [25] Frequency Scheduling For Resilient Chip Multi-Processors Operating at Near Threshold Voltage
    Wang, Ying
    Li, Huawei
    Li, Xiaowei
    PROCEEDINGS OF THE 2016 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), 2016, : 1164 - 1167
  • [26] SLA Aware Task-Scheduling Algorithm in Cloud Computing Using Whale Optimization Algorithm
    Mangalampalli S.
    Swain S.K.
    Karri G.R.
    Mishra S.
    Scientific Programming, 2023, 2023
  • [27] Prioritized Energy Efficient Task Scheduling Algorithm in Cloud Computing Using Whale Optimization Algorithm
    Mangalampalli, Sudheer
    Swain, Sangram Keshari
    Mangalampalli, Vamsi Krishna
    WIRELESS PERSONAL COMMUNICATIONS, 2022, 126 (03) : 2231 - 2247
  • [28] Prioritized Energy Efficient Task Scheduling Algorithm in Cloud Computing Using Whale Optimization Algorithm
    Sudheer Mangalampalli
    Sangram Keshari Swain
    Vamsi Krishna Mangalampalli
    Wireless Personal Communications, 2022, 126 : 2231 - 2247
  • [29] An efficient approach to the map-reduce framework and genetic algorithm based whale optimization algorithm for task scheduling in cloud computing environment
    Sanaj, M. S.
    Prathap, P. M. Joe
    MATERIALS TODAY-PROCEEDINGS, 2021, 37 : 3199 - 3208
  • [30] THE WORKFLOW PLANNING OF CONSTRUCTION SITES USING WHALE OPTIMIZATION ALGORITHM (WOA)
    Rohani, Mohammad
    Shafabakhsh, Gholamali
    Haddad, Abdolhosein
    Asnaashari, Ehsan
    TURKISH ONLINE JOURNAL OF DESIGN ART AND COMMUNICATION, 2016, 6 : 2938 - 2950