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A Company Wants to Use High Performance Computing (HPC) Infrastructure

question 484

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A company wants to use high performance computing (HPC) infrastructure on AWS for financial risk modeling. The company's HPC workloads run on Linux. Each HPC workflow runs on hundreds of AmazonEC2 Spot Instances, is short-lived, and generates thousands of output files that are ultimately stored in persistent storage for analytics and long-term future use. The company seeks a cloud storage solution that permits the copying of on premises data to long-term persistent storage to make data available for processing by all EC2 instances. The solution should also be a high performance file system that is integrated with persistent storage to read and write datasets and output files. Which combination of AWS services meets these requirements?


Definitions:

Tax Shield

A reduction in taxable income for individuals or corporations achieved through claiming allowable deductions such as mortgage interest, medical expenses, amortization, and depreciation.

Debt-Equity

A financial figure indicating the comparative use of shareholders' equity and debt in asset finance.

All Equity

Pertains to the total shareholder equity in a company, encompassing all issued equity capital, including common and preferred shares, retained earnings, and additional paid-in capital.

Interest Rate

The cost incurred by a borrower from a lender for accessing assets, denoted as a percentage of the principal sum.

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