SLA-aware resource scheduling algorithm for cloud storage

被引:0
|
作者
Yong Wang
Xiaoling Tao
Feng Zhao
Bo Tian
Akshita Maradapu Vera Venkata Sai
机构
[1] Guangxi Colleges and Universities Key Laboratory of Cloud Computing and Complex Systems,
[2] Guilin University of Electronic Technology,undefined
[3] State Key Laboratory of Integrated Service Networks (ISN),undefined
[4] Xidian University,undefined
[5] Guangxi Cooperative Innovation Center of cloud computing and Big Data,undefined
[6] Guilin University of Electronic Technology,undefined
[7] Department of Computer Science Georgia State University,undefined
关键词
Cloud storage; SLA; Scheduling algorithm; Weight algorithm; OpenStack;
D O I
暂无
中图分类号
学科分类号
摘要
Cloud computing is a novel computing paradigm, which connects plenty of computing resources and storage resources via Internet. Cloud computing provides a number of high-quality services, such as cloud storage, outsourcing computing, and on-demand self-service, which have been widely accepted by the public. In cloud computing, by submitting their tasks to cloud, plenty of applications share huge computation and storage resources. However, how to schedule resource efficiently is a big challenge in cloud computing.In this paper, we propose a SLA-aware resource algorithm to enable cloud storage more efficiently. In our scheme, we take advantage of the back-end node space utilization and I/O throughput comprehensively simultaneously. We compare and contrast the existing scheduling storage policies by implementing those algorithms. The extensive tests show that our algorithm achieves a considerable improvement in terms of violation rate and the number of used hosts.
引用
收藏
相关论文
共 50 条
  • [1] SLA-aware resource scheduling algorithm for cloud storage
    Wang, Yong
    Tao, Xiaoling
    Zhao, Feng
    Tian, Bo
    Sai, Akshita Maradapu Vera Venkata
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2020, 2020 (01)
  • [2] SLA-aware Resource Scheduling for Cloud Storage
    Yao, Zhihao
    Papapanagiotou, Ioannis
    Callaway, Robert D.
    2014 IEEE 3RD INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (CLOUDNET), 2014, : 14 - 19
  • [3] SLA-aware Resource Reservation Management in Cloud Workflows
    Li, Huifang
    Gao, Xiaochen
    Di, Yanjiao
    2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 4226 - 4231
  • [4] Enhanced Harris Hawks Optimization Algorithm for SLA-Aware Task Scheduling in Cloud Computing
    Liu, Junhua
    Lei, Chaoyang
    Yin, Gen
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (07) : 788 - 795
  • [5] SLA-Aware Energy Efficient Resource Management for Cloud Environments
    Mustafa, Saad
    Bilal, Kashif
    Malik, Saif Ur Rehman
    Madani, Sajjad A.
    IEEE ACCESS, 2018, 6 : 15004 - 15020
  • [6] SLA-aware task allocation with resource optimisation on cloud environment
    Swagatika, Shrabanee
    Rath, Amiya Kumar
    INTERNATIONAL JOURNAL OF COMMUNICATION NETWORKS AND DISTRIBUTED SYSTEMS, 2019, 22 (02) : 150 - 169
  • [7] SLA-Aware Resource Allocation for Application Service Providers in the Cloud
    Aslanpour, Mohammad Sadegh
    Dashti, Seyed Ebrahim
    2016 SECOND INTERNATIONAL CONFERENCE ON WEB RESEARCH (ICWR), 2016, : 31 - 42
  • [8] SLA-aware Provisioning and Scheduling of Cloud Resources for Big Data Analytics
    Alrokayan, Mohammed
    Dastjerdi, Amir Vahid
    Buyya, Rajkumar
    2014 IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING IN EMERGING MARKETS (CCEM), 2014, : 49 - 56
  • [9] A Cost-effective SLA-Aware Scheduling for Hybrid Cloud Environment
    Balagoni, Yadaiah
    Rao, R. Rajeswara
    2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH, 2016, : 368 - 374
  • [10] An Energy and SLA-Aware Resource Management Strategy in Cloud Data Centers
    Zhang, Chi
    Wang, Yuxin
    Lv, Yuanchen
    Wu, Hao
    Guo, He
    SCIENTIFIC PROGRAMMING, 2019, 2019