Original practice · fully worked
Original variant: route identification after an alert
A data center routes 40% of packets through channel A, 35% through channel B, and 25% through channel C. The corresponding checksum-alert probabilities are 0.02, 0.05, and 0.01. Given that a packet generated a checksum alert, calculate the probability that it used channel B.
- A
0.0175 - B
0.0500 - C
0.3500 - D
0.6863 - E
0.6250
Answer and calculation
The total alert probability is 0.40(0.02)+0.35(0.05)+0.25(0.01)=0.028. Channel B contributes 0.0175, so its posterior probability is 0.625 and choice E is correct.
Setup
Setup
Weight each channel's alert rate by its traffic share.
wA=0.40(0.02)=0.008 wB=0.35(0.05)=0.0175 wC=0.25(0.01)=0.0025 Model
Model
The three routes partition packet traffic, so their alert masses add to the denominator.
Pr(L)=wA+wB+wC=0.028 Compute
Compute
Divide channel B's joint alert mass by the total alert mass.
Pr(B∣L)=Pr(L)wB Pr(B∣L)=0.0280.0175=0.625 Answer
Answer
The posterior channel-B share is 62.5%.
0.6250(E)