A Cloud Engineer Is Upgrading a High-Performance Computing Cluster for the Private

question 182

Multiple Choice

A cloud engineer is upgrading a high-performance computing cluster for the private cloud. The existing cluster is being replaced with GPU servers. A single GPU server is capable of the same teraflops output as 10 CPU servers. The current cluster configuration is as follows: 100 quad-core CPU servers capable of producing 100 teraflops. The baseline and current usage is 100%. The new cluster was set up and benchmarked in four different configurations. Which of the following configurations will meet the baseline teraflops performance of the cluster while maintaining the current usage?

• A) 1 GPU server, 80 CPU servers
• B) 2 GPU servers, 50 CPU servers
• C) 5 GPU servers, 40 CPU servers
• D) 9 GPU servers, 10 CPU servers

Interpret the significance of the slope in a regression model in real-life contexts.

Utilize scatter diagrams to assess the appropriateness of a linear model.

Estimate values using the regression line in different contexts, including economics, health, and sales.

Explain the limitations of regression analysis, especially regarding the interpretation of the y-intercept.

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Definitions:

Normative Commitment

A feeling of obligation to remain with an organization because of moral or ethical beliefs.

Time Employed

The duration or period an individual has been working in a particular job or organization.

Normative Commitment

A feeling of obligation to continue employment with an organization due to shared values and beliefs.

Affective Commitment

An employee’s emotional attachment to, identification with, and involvement in the organization.