A queuing theory model for cloud computing

被引：0
|
作者：
Jordi Vilaplana
Francesc Solsona
Ivan Teixidó
Jordi Mateo
Francesc Abella
Josep Rius
机构：
[1] University of Lleida,Department of Computer Science
[2] IRB Lleida,undefined
[3] ICG Software,undefined
来源：
The Journal of Supercomputing | 2014年 / 69卷
关键词：
Cloud computing; Cloud architecture; Scalability; Queuing theory; Quality of Service; Simulation; Validation;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
The ability to deliver guaranteed QoS (Quality of Service) is crucial for the commercial success of cloud platforms. This paper presents a model based on queuing theory to study computer service QoS in cloud computing. Cloud platforms are modeled with an open Jackson network that can be used to determine and measure the QoS guarantees the cloud can offer regarding the response time. The analysis can be performed according to different parameters, such as the arrival rate of customer services and the number and service rate of processing servers, among others. Detailed results for the model are presented. When scaling the system and depending on the types of bottleneck in the system, we show how our model can provide us with the best option to guarantee QoS. The results obtained confirm the usefulness of the model presented for designing real cloud computing systems.
引用
收藏
页码：492 / 507
页数：15
相关论文
共 50 条
  • [31] Queuing Model with Customer Class Movement across Server Groups for Analyzing Virtual Machine Migration in Cloud Computing
    Kushchazli, Anna
    Safargalieva, Anastasia
    Kochetkova, Irina
    Gorshenin, Andrey
    [J]. MATHEMATICS, 2024, 12 (03)
  • [32] Queuing Model for Improving QoS in Cloud Service Discovery
    Rajendran, V. Viji
    Swamynathan, S.
    [J]. PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON FRONTIERS IN INTELLIGENT COMPUTING: THEORY AND APPLICATIONS (FICTA) 2015, 2016, 404 : 647 - 656
  • [33] Queuing Management with Feedback in Cloud Computing Centers with Large Numbers of Web Servers
    Melikov, A. Z.
    Rustamov, A. M.
    Sztrik, J.
    [J]. DISTRIBUTED COMPUTER AND COMMUNICATION NETWORKS (DCCN 2018), 2018, 919 : 106 - 119
  • [34] Firewall Model for Cloud Computing
    Liyanage, Geethapriya
    Fernando, Shantha
    [J]. 2013 8TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (ICIIS), 2013, : 86 - +
  • [35] Overview Cloud Computing Model
    [J]. 2014 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC), 2014,
  • [36] Freemium Model in Cloud Computing
    Hsu, Pei-Fang
    Wang, Chun-, I
    [J]. AMCIS 2016 PROCEEDINGS, 2016,
  • [37] Model and Analyses of Cloud Computing
    Yuan Pei-yan
    [J]. 12TH ANNUAL MEETING OF CHINA ASSOCIATION FOR SCIENCE AND TECHNOLOGY ON INFORMATION AND COMMUNICATION TECHNOLOGY AND SMART GRID, 2010, : 445 - 447
  • [38] A Model Of Cloud Computing Resources
    Zhu, Youchan
    Wang, Yaduan
    [J]. 2013 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND APPLICATIONS (CSA), 2013, : 684 - 686
  • [39] Incorporation of Weighted Linear Prediction Technique and M/M/1 Queuing Theory for Improving Energy Efficiency of Cloud Computing Datacenters
    Akbari, Elham
    Cung, Francis
    Patel, Hardik
    Razaque, Abdul
    Dalal, Hemin Nilesh
    [J]. 2016 IEEE LONG ISLAND SYSTEMS, APPLICATIONS AND TECHNOLOGY CONFERENCE (LISAT), 2016,
  • [40] Security Check Model Based on Queuing Theory
    Yang, Mengyao
    [J]. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, INFORMATION AND COMPUTER SCIENCE (ICEMC 2017), 2017, 73 : 300 - 305
12345