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NEW QUESTION # 611
A company has data lakes designed for high performance computing (HPC) workloads. Which Amazon EC2 instance type should the company use to meet these requirements?
Answer: B
Explanation:
For high performance computing (HPC) workloads, compute resources play a critical role in delivering the necessary processing power and efficiency. HPC workloads are typically computationally intensive, often requiring a large number of CPU cycles to solve complex problems. These workloads benefit most from instances that provide powerful processors and high clock speeds, which is whyCompute optimized instances (Answer B)are the best choice in this scenario.
Why Compute Optimized Instances (C Instances)?
Designed for Compute-Intensive Tasks: Compute optimized instances in Amazon EC2, such as the C6i or C5 series, are designed to offer high compute performance, low cost, and consistent CPU power. These instances are ideal for workloads like HPC, which require a high level of processing per second.
High Performance CPUs: The compute optimized instance family typically uses the latest-generation processors, such as AWS Graviton2 or Intel Xeon Scalable processors, which provide a higher number of virtual CPUs (vCPUs) and increased clock speeds compared to other instance types. This matches the need for HPC workloads to maximize throughput and minimize compute times.
Use Case Alignment: HPC workloads such as genomic research, computational fluid dynamics (CFD), financial modeling, and 3D rendering require high levels of CPU-bound tasks. Compute optimized instances provide the best CPU-to-memory ratio to handle these efficiently, leading to faster processing times and cost efficiency.
Comparison with Other Instance Types:
A . General Purpose Instances: These are versatile and balanced instances (e.g., T3 or M6i) that are suitable for various workloads but do not provide the specialized compute performance required for HPC. They offer a balanced mix of compute, memory, and networking but are not optimal for HPC workloads where computational power is critical.
C . Memory Optimized Instances: While these instances (e.g., R5, X1) are ideal for memory-intensive workloads such as in-memory databases (e.g., SAP HANA) or real-time data analytics, they do not provide the specialized compute power necessary for HPC tasks that require heavy CPU processing.
D . Storage Optimized Instances: These instances (e.g., I3, D3) are designed for workloads that need high disk throughput, like big data or transactional databases. While these are excellent for storage-heavy applications, they are not optimized for compute-intensive HPC workloads.
Amazon EC2 Compute Optimized Family (C Instances)
C6i Instances: Based on 3rd Gen Intel Xeon Scalable processors, C6i instances offer up to 15% better price/performance compared to previous generation C5 instances. These are ideal for high compute and HPC workloads.
C5 Instances: These are built for compute-intensive workloads like batch processing, distributed analytics, and high-performance web servers. They offer a high level of sustained CPU performance.
AWS Reference Links:
Amazon EC2 Instance Types
Amazon EC2 Compute Optimized Instances
HPC on AWS
In conclusion,Compute optimized instances (B)are the best choice for HPC workloads due to their high compute performance, optimized CPU architecture, and suitability for computationally intensive tasks.
NEW QUESTION # 612
Who enables encryption of data at rest for Amazon Elastic Block Store (Amazon EBS)?
Answer: B
Explanation:
AWS customers are responsible for enabling encryption of data at rest for Amazon Elastic Block Store (Amazon EBS). Amazon EBS encryption offers a simple encryption solution for your EBS volumes that does not require you to build, maintain, and secure your own key management infrastructure. You can encrypt both the boot and data volumes of your EC2 instances. You can use AWS Key Management Service (AWS KMS) customer master keys (CMKs) or your own CMKs to encrypt your volumes2.
NEW QUESTION # 613
In which categories does AWS Trusted Advisor provide recommended actions? (Select TWO.)
Answer: C,D
Explanation:
Explanation
AWS Trusted Advisor is a service that provides real-time guidance to help you provision your resources following AWS best practices. AWS Trusted Advisor provides recommended actions in five categories: cost optimization, performance, security, fault tolerance, and service quotas. Cost optimization helps you reduce your overall AWS costs by identifying idle and underutilized resources. Service quotas helps you monitor and manage your usage of AWS service quotas and request quota increases. Operating system patches, repetitive tasks, and account activity records are not categories that AWS Trusted Advisor provides recommended actions for. Source: [AWS Trusted Advisor]
NEW QUESTION # 614
A company wants to develop applications that run on AWS. The company's developers need a set of libraries and development tools that are available in multiple programming languages.
Which AWS solution provides these libraries and tools?
Answer: B
Explanation:
* AWS SDKs Overview:
* AWS Software Development Kits (SDKs) provide libraries and tools for developers to interact with AWS services programmatically.
* SDKs are available for multiple programming languages, including Python, Java, JavaScript, and .
NET.
* How AWS SDKs Meet the Requirement:
* Enable developers to integrate AWS services into their applications easily.
* Include API clients, authentication helpers, and other utilities specific to AWS services.
* Why Other Options Are Incorrect:
* A. AWS CodePipeline: Automates CI/CD pipelines but does not provide libraries for development.
* C. Amazon CloudWatch: Focuses on monitoring and logging; not a development toolset.
* D. AWS CodeDeploy: Automates application deployment but does not include development libraries.
* References:
* AWS SDKs Documentation
NEW QUESTION # 615
Which AWS service or feature should a company use between two microservices to ensure that messages are sent and received in exact order?
Answer: B
NEW QUESTION # 616
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