Reliability, availability and maintainability analysis of hot standby database systems

被引:5
|
作者
Saini, Monika [1 ]
Yadav, Jitendra [1 ]
Kumar, Ashish [1 ]
机构
[1] Manipal Univ Jaipur, Dept Math & Stat, Jaipur 303007, Rajasthan, India
关键词
Anderson-Darling test; Percentile value; Parameter estimation; Serial correlation; TBF and TTR data; RAM ANALYSIS; MAINTENANCE; PLANT;
D O I
10.1007/s13198-022-01657-7
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The prominent objective of the present study is to assess the reliability, availability and maintainability of a hot standby database system by analyzing the failure data of the system. This study is also helpful in predicting the maintenance schedules and adopting effective maintenance strategies based on repair data recorded for the thirty months of a Database system. The reliability, availability, and maintainability of the system have been evaluated with the help of basic probability arguments. The parameters of well-known probability distributions have been estimated. The statistical analysis, trend and serial correlation, reliability, and maintainability analysis of the primary unit and hot standby unit are performed. It is observed that the database system was available for use at approximately 99.9997628% time. It is observed that no serial and trend correlation present in the failure and repair data. The best fit for the time between failures (TBF) of primary and hot standby units is Weibull Distribution having Anderson-Darling (AD) values 0.486 and 1.161 respectively. Though, best fitted distribution for the TTR of hot standby unit is 3-Parameter Loglogistic Distribution having AD value 1.112 while for primary unit is 3-Parameter Weibull distribution with AD value 1.004. Furthermore, as RAM analysis has been done to increase database system performance, so database designers and managers can use the findings of the present study.
引用
收藏
页码:2458 / 2471
页数:14
相关论文
共 50 条
  • [41] Reliability, availability and maintainability study for failure analysis in series capacitor bank
    Arias Velasquez, Ricardo Manuel
    Mejia Lara, Jennifer Vanessa
    ENGINEERING FAILURE ANALYSIS, 2018, 86 : 158 - 167
  • [42] Reliability, availability and maintainability (RAM) analysis for wine packaging production line
    Tsarouhas, Panagiotis
    INTERNATIONAL JOURNAL OF QUALITY & RELIABILITY MANAGEMENT, 2018, 35 (03) : 821 - 842
  • [43] Integration of reliability, availability, maintainability and safety in model-based systems engineering
    Louis Thomas
    Lorenzo Bitetti
    Délia Cellarier
    Jonathan Toupet
    CEAS Space Journal, 2024, 16 : 251 - 261
  • [44] Asset management strategies using reliability, availability, and maintainability (RAM) analysis
    Maria Valentina Clavijo Mesa
    Carmen Elena Patino-Rodriguez
    Fernando Jesus Guevara Carazas
    Indra Gunawan
    Enrique López Droguett
    Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2021, 43
  • [45] Bayesian Reliability, Availability, and Maintainability Analysis for Hardware Systems Described Through Continuous Time Markov Chains
    Cano, Javier
    Moguerza, Javier M.
    Rios Insua, David
    TECHNOMETRICS, 2010, 52 (03) : 324 - 334
  • [46] Towards An Accurate Reliability, Availability and Maintainability Analysis Approach for Satellite Systems Based on Probabilistic Model Checking
    Hoque, Khaza Anuarul
    Mohamed, Otmane Ait
    Savaria, Yvon
    2015 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), 2015, : 1635 - 1640
  • [47] DEVELOPING A DATABASE FOR A RELIABILITY, AVAILABILITY, AND MAINTAINABILITY IMPROVEMENT PROGRAM FOR AN INDUSTRIAL-PLANT OR COMMERCIAL BUILDING
    MCFADDEN, RH
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1990, 26 (04) : 735 - 740
  • [48] RELIABILITY, AVAILABILITY, MAINTAINABILITY (RAM) FOR WIND TURBINES
    Kumar, Nikhil
    Rogers, David
    Burnett, Thomas D.
    Sullivan, Eric
    Gascon, Martin
    PROCEEDINGS OF THE ASME POWER CONFERENCE JOINT WITH ICOPE-17, 2017, VOL 2, 2017,
  • [49] Methods for assessing COTS reliability, maintainability, and availability
    Schneidewind, NF
    INTERNATIONAL CONFERENCE ON SOFTWARE MAINTENANCE, PROCEEDINGS, 1998, : 224 - 225
  • [50] RELIABILITY, AVAILABILITY, AND MAINTAINABILITY EXPERT SYSTEM (RAMES)
    HANSEN, WA
    EDSON, BN
    LARTER, PC
    PROCEEDINGS ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 1992, (SYM): : 478 - 482