Resource Scheduling Algorithm in Embedded Cloud Computing and Application

被引：0
|
作者：
He, Pengju [1 ]
Liang, Yan [1 ]
Chou, Xingxing [1 ]
机构：
[1] Northwestern Polytech Univ, Dept Automat, Xian 710129, Peoples R China
来源：
2014 IIAI 3RD INTERNATIONAL CONFERENCE ON ADVANCED APPLIED INFORMATICS (IIAI-AAI 2014) | 2014年
关键词：
Embedded cloud; Resource scheduling; Multi-objective optimization; Particle swarm algorithm; Simulation and application;
D O I：
10.1109/IIAI-AAI.2014.92
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In order to make the embedded cloud computing resources to achieve efficient and real-time task scheduling, this paper puts forward a method of resource scheduling that task completion time and resource load balancing degree as the objective function and using multi-objective particle swarm optimization algorithm to optimize the task scheduling. Simulation results verify the effectiveness of the algorithm, and Applied to a embedded cloud control and measurement system in one oilfield, the results show that this system whose resource scheduling based on multi-objective particle swarm optimization algorithm can meet the real-time requirement of the practical application, and has good practicability.
引用
收藏
页码：425 / 429
页数：5
相关论文
共 50 条
  • [1] An Optimal Algorithm for Resource Scheduling in Cloud Computing
    Li, Qiang
    [J]. ADVANCES IN MULTIMEDIA, SOFTWARE ENGINEERING AND COMPUTING, VOL 2, 2011, 129 : 293 - 299
  • [2] A task scheduling algorithm for cloud computing with resource reservation
    Sung, Inkyung
    Choi, Bongjun
    Nielsen, Peter
    [J]. ENGINEERING OPTIMIZATION, 2023, 55 (05) : 741 - 756
  • [3] Resource Allocation and Scheduling in Cloud Computing: Policy and Algorithm
    Ma, Tinghuai
    Chu, Ya
    Zhao, Licheng
    Ankhbayar, Otgonbayar
    [J]. IETE TECHNICAL REVIEW, 2014, 31 (01) : 4 - 16
  • [4] A Resource Scheduling Algorithm Based on Trust Degree in Cloud Computing
    Xie, Mingshan
    Huang, Mengxing
    Wan, Bing
    [J]. SOFTWARE ENGINEERING RESEARCH, MANAGEMENT AND APPLICATIONS 2012, 2012, 430 : 177 - 184
  • [5] Emergency logistics resource scheduling algorithm in cloud computing environment
    Li, Ting
    [J]. PHYSICAL COMMUNICATION, 2024, 64
  • [6] Energy optimised resource scheduling algorithm for private cloud computing
    Goyal, Sudhir
    Bawa, Seema
    Singh, Bhupinder
    [J]. INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING, 2016, 23 (1-2) : 115 - 123
  • [7] An Improved Estimation of Distribution Algorithm for Cloud Computing Resource Scheduling
    Sun, Haisheng
    Liu, Chuang
    Xu, Rui
    Chen, Huaping
    [J]. PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2018, : 484 - 489
  • [8] Research and Analysis of Resource Scheduling Algorithm in Cloud Computing Environment
    Bin, Li
    [J]. AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 3192 - 3196
  • [9] Cellular Particle Swarm Scheduling Algorithm for Virtual Resource Scheduling of Cloud Computing
    Yuan, Hao
    Li, Changbing
    Du, Maokang
    [J]. INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2015, 8 (03): : 299 - 308
  • [10] Agricultural information resource scheduling algorithm based on firefly algorithm in cloud computing
    Ren, Chang'an
    Luo, Qingyun
    Zhao, Jinguo
    Huang, Yinzhen
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 38 (06) : 7437 - 7448
12345