Q3.Marks: +2.0UGC NET Paper 2: Computer Science17th June 2023
The following table shows the time between failures for a software:
Error number
1
2
3
4
5
time since last failure (Hours)
6
4
8
5
6
The reliability of the system for one hour operation assuming an exponential model is-
1.\(e^{\frac{-9}{29}}\)
2.\(e^{\frac{-7}{29}}\)
3.\(e^{\frac{-5}{29}}\)✓ Correct
4.\(e^{\frac{-3}{29}}\)
Solution
The correct answer is \(e^{\frac{-5}{29}}\)
Key PointsThe reliability of a system in the context of reliability engineering is often modeled using the exponential distribution. The exponential reliability function is given by: \( R(t) = e^{-\lambda t}\)
where:
\(R(t)\) is the reliability at time t,
\( \lambda\) is the failure rate (reciprocal of the mean time between failures).
In this case, you are given the time between failures for the software:
\(\text{Time between failures} = [6, 4, 8, 5, 6]\)
To find the failure rate \( \lambda\), you can use the formula:
\(\lambda = \frac{1}{\text{Mean time between failures}}\)
Mean time between failures (MTBF) is calculated as the average of the time between failures: