Heuristic scheduling algorithm for hybrid storage data in the cloud computing environment

被引：0
|
作者：
Luo, Dawei [1 ]
Liu, Jinming [1 ]
Xin, Zhihong [2 ]
机构：
[1] Jilin Technol Coll Elect Informat, Coll Informat Technol, Jilin 132021, Jilin, Peoples R China
[2] Xian Med Univ, Xian 710021, Peoples R China
来源：
INTERNATIONAL JOURNAL OF INTERNET PROTOCOL TECHNOLOGY | 2020年 / 13卷 / 03期
关键词：
cloud computing environment; hybrid storage data; heuristic scheduling; feature extraction; spectral analysis;
D O I：
10.1504/IJIPT.2020.107971
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In the optimisation design of hybrid cloud storage data in the cloud computing environment, it is required to perform heuristic scheduling to data and to improve the ability to send and receive cloud storage data, so a heuristic scheduling algorithm for hybrid storage data in the cloud computing environment based on correlation spectral density feature extraction is proposed. In this algorithm, a distributed structure data model of hybrid storage data in the cloud computing environment is built and adaptive link forwarding control is designed for big data in cloud storage space. Simulation results show that in heuristic scheduling of hybrid storage data in the cloud computing environment, this method can improve the data storage throughput performance and provide good balance of data storage and high fidelity.
引用
下载
收藏
页码：131 / 136
页数：6
相关论文
共 50 条
  • [1] A hybrid heuristic workflow scheduling algorithm for cloud computing environments
    Mirzayi, Sahar
    Rafe, Vahid
    JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2015, 27 (06) : 721 - 735
  • [2] Hybrid Job Scheduling Algorithm for Cloud Computing Environment
    Javanmardi, Saeed
    Shojafar, Mohammad
    Amendola, Danilo
    Cordeschi, Nicola
    Liu, Hongbo
    Abraham, Ajith
    PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INNOVATIONS IN BIO-INSPIRED COMPUTING AND APPLICATIONS (IBICA 2014), 2014, 303 : 43 - 52
  • [3] A hybrid meta-heuristic scheduler algorithm for optimization of workflow scheduling in cloud heterogeneous computing environment
    Noorian Talouki, Reza
    Hosseini Shirvani, Mirsaeid
    Motameni, Homayon
    JOURNAL OF ENGINEERING DESIGN AND TECHNOLOGY, 2022, 20 (06) : 1581 - 1605
  • [4] A hybrid algorithm for efficient task scheduling in cloud computing environment
    Roshni Thanka M.
    Uma Maheswari P.
    Bijolin Edwin E.
    International Journal of Reasoning-based Intelligent Systems, 2019, 11 (02): : 134 - 140
  • [5] A novel hybrid heuristic-based list scheduling algorithm in heterogeneous cloud computing environment for makespan optimization
    Shirvani, Mirsaeid Hosseini
    Talouki, Reza Noorian
    PARALLEL COMPUTING, 2021, 108
  • [6] A heuristic task scheduling algorithm in cloud computing environment: an overall cost minimization approach
    Ali Boroumand
    Mirsaeid Hosseini Shirvani
    Homayun Motameni
    Hosseini Shirvani, Mirsaeid (mirsaeid_hosseini@iau.ac.ir), 2025, 28 (02)
  • [7] A hybrid meta-heuristic algorithm for VM scheduling with load balancing in cloud computing
    Cho, Keng-Mao
    Tsai, Pang-Wei
    Tsai, Chun-Wei
    Yang, Chu-Sing
    NEURAL COMPUTING & APPLICATIONS, 2015, 26 (06): : 1297 - 1309
  • [8] A hybrid meta-heuristic algorithm for VM scheduling with load balancing in cloud computing
    Keng-Mao Cho
    Pang-Wei Tsai
    Chun-Wei Tsai
    Chu-Sing Yang
    Neural Computing and Applications, 2015, 26 : 1297 - 1309
  • [9] Hybrid algorithm based on genetic algorithm and PSO for task scheduling in cloud computing environment
    Kousalya, A. (kousalya198710@gmail.com), 1600, Inderscience Enterprises Ltd., 29, route de Pre-Bois, Case Postale 856, CH-1215 Geneva 15, CH-1215, Switzerland (17): : 2 - 3
  • [10] A Novel Scheduling Algorithm for Cloud Computing Environment
    Saha, Sagnika
    Pal, Souvik
    Pattnaik, Prasant Kumar
    COMPUTATIONAL INTELLIGENCE IN DATA MINING, VOL 1, CIDM 2015, 2016, 410 : 387 - 398
12345