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Zorluk: ZorRatios, Rates, and Proportions

A data processing center uses two server clusters, Cluster XX and Cluster YY, operating at constant individual processing rates. The ratio of the rate of Cluster XX to the rate of Cluster YY is 3:53 : 5. Cluster XX alone can process a standard dataset of size DD gigabytes in 20 hours.

If Cluster XX and Cluster YY work together for 4 hours at their initial rates, and then Cluster XX's rate is increased by 3313%33\frac{1}{3}\% while Cluster YY's rate is increased by 20%20\%, how many additional hours will it take for the two clusters working together at their new rates to complete the remaining portion of dataset DD?

Cevap: 2.8 hours

Cevap

It will take 2.8 additional hours for the two clusters working together at their new rates to complete the remaining portion of dataset DD.
Representing Cluster XX's rate as 3k3k and Cluster YY's rate as 5k5k establishes the dataset size D=20×3k=60kD = 20 \times 3k = 60k. During the first 4 hours, both clusters process 4×(3k+5k)=32k4 \times (3k + 5k) = 32k GB, leaving 28k28k GB remaining. After rate increases, Cluster XX's rate becomes 4k4k and Cluster YY's rate becomes 6k6k, resulting in a new combined rate of 10k10k. Dividing the remaining 28k28k GB by 10k10k GB/hr yields 2.82.8 hours.

Adım Adım Çözüm

1
Define variables for the initial rates and dataset size based on the given ratio.
Let the processing rate of Cluster XX be rX=3kr_X = 3k GB/hr and Cluster YY be rY=5kr_Y = 5k GB/hr for some constant k>0k > 0. Since Cluster XX alone completes dataset DD in 20 hours, D=3k×20=60kD = 3k \times 20 = 60k GB.
Relating the ratio of individual rates to total work defines all quantities in terms of a single parameter kk.
2
Calculate the amount of work finished during the initial joint operation.
The combined initial rate is rX+rY=3k+5k=8kr_X + r_Y = 3k + 5k = 8k GB/hr. Working together for 4 hours completes 8k×4=32k8k \times 4 = 32k GB.
Working simultaneously means their processing rates add together.
3
Find the remaining work and the updated processing rates after adjustments.
Remaining dataset volume = 60k32k=28k60k - 32k = 28k GB. Cluster XX's new rate = 3k×(1+13)=4k3k \times \left(1 + \frac{1}{3}\right) = 4k GB/hr. Cluster YY's new rate = 5k×1.20=6k5k \times 1.20 = 6k GB/hr. New combined rate = 4k+6k=10k4k + 6k = 10k GB/hr.
Modifying the individual rates changes the combined throughput for the remaining task.
4
Compute the additional time required to process the remaining dataset.
Additional time = 28k GB10k GB/hr=2.8\frac{28k \text{ GB}}{10k \text{ GB/hr}} = 2.8 hours.
Dividing the remaining work volume by the new combined rate gives the exact required time.

Anahtar Kavram

Combined work rates, ratio proportionality, and percentage rate adjustments.
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