AWS (Amazon Web Services) Certification Practice Exam

What is the primary purpose of using the FPGA Optimized Instance Family?

1. Data analytics

2. Machine learning

3. Custom hardware acceleration

4. Web hosting

The correct answer is: Custom hardware acceleration

The primary purpose of using the FPGA Optimized Instance Family is custom hardware acceleration. FPGAs, or Field-Programmable Gate Arrays, allow users to implement specific hardware functions that can be tailored to meet the needs of particular applications. This means that FPGAs can be programmed to optimize the performance of certain computational tasks, making them ideal for workloads that require high throughput and low latency. When using FPGA instances in AWS, organizations can create custom data processing pipelines, enhance workloads like video transcoding, financial simulations, or data compression, and perform other specialized tasks that benefit from hardware optimization. This level of customization gives developers the flexibility to achieve superior performance compared to general-purpose instances. In contrast, while data analytics, machine learning, and web hosting are important use cases within AWS, they typically rely on different instance families that are optimized for general computing or specific algorithms and frameworks, rather than custom hardware implementations provided by FPGA instances. Having the ability to deploy tailored processing solutions is the standout capability of the FPGA Optimized Instance Family.