A Comprehensive Availability Modeling and Analysis of a Virtualized Servers System Using Stochastic Reward Nets

被引:23
|
作者
Tuan Anh Nguyen [1 ]
Kim, Dong Seong [2 ]
Park, Jong Sou [1 ]
机构
[1] Korea Aerosp Univ, Dept Comp Engn, Goyang Si 412791, Gyeonggi Do, South Korea
[2] Univ Canterbury, Coll Engn, Dept Comp Sci & Software Engn, Christchurch 8140, New Zealand
来源
关键词
SOFTWARE REJUVENATION;
D O I
10.1155/2014/165316
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
It is important to assess availability of virtualized systems in IT business infrastructures. Previous work on availability modeling and analysis of the virtualized systems used a simplified configuration and assumption in which only one virtual machine (VM) runs on a virtual machine monitor (VMM) hosted on a physical server. In this paper, we show a comprehensive availability model using stochastic reward nets (SRN). The model takes into account (i) the detailed failures and recovery behaviors of multiple VMs, (ii) various other failure modes and corresponding recovery behaviors (e. g., hardware faults, failure and recovery due to Mandelbugs and aging-related bugs), and (iii) dependency between different subcomponents (e. g., between physical host failure and VMM, etc.) in a virtualized servers system. We also show numerical analysis on steady state availability, downtime in hours per year, transaction loss, and sensitivity analysis. This model provides a new finding on how to increase system availability by combining both software rejuvenations at VM and VMM in a wise manner.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Availability Modeling and Analysis of a Virtualized System using Stochastic Reward Nets
    Kim, Dong Seong
    Hong, Jin B.
    Tuan Anh Nguyen
    Machida, Fumio
    Park, Jong Sou
    Triedi, Kishor S.
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (CIT), 2016, : 210 - 218
  • [2] A comprehensive evaluation of availability and operational cost for a virtualized server system using stochastic reward nets
    Tuan Anh Nguyen
    Dugki Min
    Eunmi Choi
    [J]. The Journal of Supercomputing, 2018, 74 : 222 - 276
  • [3] A comprehensive evaluation of availability and operational cost for a virtualized server system using stochastic reward nets
    Tuan Anh Nguyen
    Min, Dugki
    Choi, Eunmi
    [J]. JOURNAL OF SUPERCOMPUTING, 2018, 74 (01): : 222 - 276
  • [4] Correction to: A comprehensive evaluation of availability and operational cost for a virtualized server system using stochastic reward nets
    Tuan Anh Nguyen
    Dugki Min
    Eunmi Choi
    [J]. The Journal of Supercomputing, 2018, 74 : 2903 - 2903
  • [5] Availability modeling of a virtualized IP multimedia subsystem using non-Markovian stochastic reward nets
    Di Mauro, M.
    Galatro, G.
    Longo, M.
    Postiglione, F.
    Tambasco, M.
    [J]. SAFETY AND RELIABILITY - SAFE SOCIETIES IN A CHANGING WORLD, 2018, : 2427 - 2434
  • [6] A comprehensive evaluation of availability and operational cost for a virtualized server system using stochastic reward nets (vol 74, pg 222, 2018)
    Tuan Anh Nguyen
    Min, Dugki
    Choi, Eunmi
    [J]. JOURNAL OF SUPERCOMPUTING, 2018, 74 (06): : 2903 - 2903
  • [7] Availability modeling and simulating of redundant hot-standby control system using Stochastic Reward Nets
    Li, Hangyun
    Tong, Chaonan
    Sun, Yikang
    [J]. WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 4813 - +
  • [8] Availability Modeling and Analysis of a Virtualized System
    Kim, Dong Seong
    Machida, Fumio
    Trivedi, Kishor S.
    [J]. IEEE 15TH PACIFIC RIM INTERNATIONAL SYMPOSIUM ON DEPENDABLE COMPUTING, PROCEEDINGS, 2009, : 365 - +
  • [9] Availability and Resiliency Analysis of Modern Distribution Grids Using Stochastic Reward Nets
    Morris, Kieran
    Kim, Dong Seong
    Wood, Alan
    Woodward, Graeme
    [J]. 2017 IEEE INNOVATIVE SMART GRID TECHNOLOGIES - ASIA (ISGT-ASIA), 2017, : 532 - 536
  • [10] Behavioral and performance analysis of feeding system using stochastic reward nets
    Anish Sachdeva
    Pradeep Kumar
    Dinesh Kumar
    [J]. The International Journal of Advanced Manufacturing Technology, 2009, 45 : 156 - 169