A data analyst wants to use compression on an analyzed data set and send it to a new destination for further processing. Which of the following issues will most likely occur?

The correct answer is B. Server CPU usage will be too high. Compression and decompression are CPU-intensive operations; on large data sets, the extra processing load can significantly spike CPU utilization. Memory, OS support, or library dependencies are far less likely to be the primary bottleneck in a standard compression workflow.

Data Processing Technologies

Question

Options

ALibrary dependency will be missing.
BServer CPU usage will be too high.
COperating system support will be missing.
DServer memory usage will be too high.

How the community answered

(22 responses)

A
5% (1)
B
77% (17)
C
5% (1)
D
14% (3)

Explanation

Compression and decompression are CPU-intensive operations; on large data sets, the extra processing load can significantly spike CPU utilization. Memory, OS support, or library dependencies are far less likely to be the primary bottleneck in a standard compression workflow.

Topics

#data compression#CPU usage#data pipeline#performance

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