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Reliability modeling of a computer system with preventive maintenance and priority subject to maximum operation and repair times

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Abstract

The main focus of this paper is on the reliability modelling of a computer system considering the concepts of redundancy, preventive maintenance and priority in repair activities. Two identical units of a computer system are taken—one unit is initially operative and the other is kept as spare in cold standby. In each unit h/w and s/w work together and may fail independently from normal mode. There is a single server who visits the system immediately as and when needed. Server conducts preventive maintenance of the unit (computer system) after a maximum operation time. Repair of the h/w is done at its failure while s/w is upgraded from time to time as per requirements. If server unable to repair the h/w in a pre-specific time (called maximum repair time), h/w is replaced by new one giving some replacement time. Priority to h/w repair is given over s/w up gradation if, in one unit s/w is under up-gradation and h/w fails in another operative unit. The failure time of h/w and s/w follows negative exponential distributions while the distributions of preventive maintenance, h/w repair/replacement and s/w up-gradation times are taken as arbitrary with different probability density functions. The expressions for several reliability and economic measures are derived in steady state using semi-Markov process and regenerative point technique. The graphical study of mean time to system failure (MTSF) and profit function has also been made giving particular values to various parameters and costs.

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Abbreviations

E:

The set of regenerative states

NO:

The unit is operative and in normal mode

Cs:

The unit is cold standby

a/b:

Probability that the system has hardware/software failure

\( \lambda_{1} /\lambda_{2} \) :

Constant hardware/software failure rate

α0 :

Maximum operation time

β0 :

Maximum repair time

Pm/PM:

The unit is under preventive maintenance/under preventive maintenance continuously from previous state

WPm/WPM:

The unit is waiting for preventive maintenance/waiting for preventive maintenance from previous state

HFur/HFUR:

The unit is failed due to hardware and is under repair/under repair continuously from previous state

HFurp/HFURP:

The unit is failed due to hardware and is under replacement/under replacement continuously from previous state

HFwr/HFWR:

The unit is failed due to hardware and is waiting for repair/waiting for repair continuously from previous state

SFurp/SFURP:

The unit is failed due to the software and is under up-gradation/under up-gradation continuously from previous state

SFwrp/SFWRP:

The unit is failed due to the software and is waiting for up-gradation/waiting for up-gradation continuously from previous state

h(t)/H(t):

pdf/cdf of up-gradation time of unit due to software

g(t)/G(t):

pdf/cdf of repair time of the hardware

m(t)/M(t):

pdf/cdf of replacement time of the hardware

f(t)/F(t):

pdf/cdf of the time for PM of the unit

qij(t)/Qij(t):

pdf/cdf of passage time from regenerative state i to a regenerative state j or to a failed state j without visiting any other regenerative state in (0, t]

pdf/cdf:

Probability density function/Cumulative density function

qij.kr (t)/Qij.kr(t):

pdf/cdf of direct transition time from regenerative state i to a regenerative state j or to a failed state j visiting state k, r once in (0, t]

μi(t):

Probability that the system up initially in state Si ∈ E is up at time t without visiting to any regenerative state

Wi(t):

Probability that the server is busy in the state Si up to time ‘t’ without making any transition to any other regenerative state or returning to the same state via one or more non-regenerative states

mij :

Contribution to mean sojourn time (μi) in state Si when system transit directly to state Sj so that \( \mu_{i} = \sum\limits_{j} {m_{ij} } \) and mij = \( \int {tdQ_{ij} (t) = - q_{ij}^{*} \prime (0)} \)

\( \circledS \)/©:

Symbol for Laplace-Stieltjes convolution/Laplace convolution

~/*:

Symbol for Laplace Steiltjes Transform/Laplace Transform

‘(desh):

Used to represent alternative result

References

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Malik, S.C. Reliability modeling of a computer system with preventive maintenance and priority subject to maximum operation and repair times. Int J Syst Assur Eng Manag 4, 94–100 (2013). https://doi.org/10.1007/s13198-013-0144-y

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  • DOI: https://doi.org/10.1007/s13198-013-0144-y

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