5. Suppose we have three types of GPU's: A, B, C - at a super-computing facility. The time taken by each of the GPU: A, B, C - to perform a given task is model by exponential distributions Exp(A4), Exp(λB = 1), Exp(Ac = 0.2) respectively. Additionally, there are a total 10 GPUs, 2 of which are of Type A, 5 are of Type B, and the remaining are of Type C. When a task arrrives at the facility, we randomly assing the task to one of the 10 GPUs. (a) What is the probability that a task arriving at the computing center will be finished in 2 hrs? (b) What is the probability that a task arriving at the center will take between 1 and 4 hours? (c) What is the expected amount of time to finish a task arriving at the center? Show the setup and all work.

Linear Algebra: A Modern Introduction
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ISBN:9781285463247
Author:David Poole
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Chapter2: Systems Of Linear Equations
Section2.4: Applications
Problem 2EQ: 2. Suppose that in Example 2.27, 400 units of food A, 500 units of B, and 600 units of C are placed...
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5. Suppose we have three types of GPU's: A, B, C - at a super-computing facility. The time taken
by each of the GPU: A, B, C - to perform a given task is model by exponential distributions
Exp(A4), Exp(λB = 1), Exp(Ac = 0.2) respectively.
Additionally, there are a total 10 GPUs, 2 of which are of Type A, 5 are of Type B, and the
remaining are of Type C.
When a task arrrives at the facility, we randomly assing the task to one of the 10 GPUs.
(a) What is the probability that a task arriving at the computing center will be finished in 2
hrs?
(b) What is the probability that a task arriving at the center will take between 1 and 4 hours?
(c) What is the expected amount of time to finish a task arriving at the center?
Show the setup and all work.
Transcribed Image Text:5. Suppose we have three types of GPU's: A, B, C - at a super-computing facility. The time taken by each of the GPU: A, B, C - to perform a given task is model by exponential distributions Exp(A4), Exp(λB = 1), Exp(Ac = 0.2) respectively. Additionally, there are a total 10 GPUs, 2 of which are of Type A, 5 are of Type B, and the remaining are of Type C. When a task arrrives at the facility, we randomly assing the task to one of the 10 GPUs. (a) What is the probability that a task arriving at the computing center will be finished in 2 hrs? (b) What is the probability that a task arriving at the center will take between 1 and 4 hours? (c) What is the expected amount of time to finish a task arriving at the center? Show the setup and all work.
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