Original practice · fully worked
Original variant: exactly one server alert
During a monitoring interval, a server has probability 0.30 of raising a capacity alert and probability 0.25 of raising a latency alert. The probability of raising neither alert is 0.55. Given that at least one alert is raised, calculate the probability that exactly one alert is raised.
- A
0.100 - B
0.350 - C
0.450 - D
0.550 - E
0.778
Answer and calculation
At least one alert occurs with probability 0.45. Inclusion–exclusion gives overlap 0.10, so exactly one alert occurs with probability 0.35. Dividing by the conditioning probability gives approximately 0.778 and choice E.
Setup
Setup
Complement the no-alert probability.
Pr(A∪B)=1−0.55=0.45 Model
Model
Use inclusion–exclusion to recover the overlap.
Pr(A∩B)=0.30+0.25−0.45=0.10 Compute
Compute
Remove the overlap twice from the marginal sum, then condition on the union.
Pr(exactly one)=0.30+0.25−2(0.10)=0.35 Pr(exactly one∣A∪B)=0.450.35=97 Answer
Answer
Given at least one alert, exactly one is raised with probability approximately 0.778.
0.778(E)