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What is Azure HPC?

The high-performance computing (HPC) features of Azure empower revolutionary advancements, address complex issues, and improve performance in compute-intensive tasks. By utilizing a holistic solution tailored for HPC requirements, you can develop and oversee applications that demand significant resources in the cloud. Azure Virtual Machines offer access to supercomputing power, smooth integration, and virtually unlimited scalability for demanding computational needs. Moreover, you can boost your decision-making capabilities and unlock the full potential of AI with premium Azure AI and analytics offerings. In addition, Azure prioritizes the security of your data and applications by implementing stringent protective measures and confidential computing strategies, ensuring compliance with regulatory standards. This well-rounded strategy not only allows organizations to innovate but also guarantees a secure and efficient cloud infrastructure, fostering an environment where creativity can thrive. Ultimately, Azure's HPC capabilities provide a robust foundation for businesses striving to achieve excellence in their operations.

What is Amazon EC2 UltraClusters?

Amazon EC2 UltraClusters provide the ability to scale up to thousands of GPUs or specialized machine learning accelerators such as AWS Trainium, offering immediate access to performance comparable to supercomputing. They democratize advanced computing for developers working in machine learning, generative AI, and high-performance computing through a straightforward pay-as-you-go model, which removes the burden of setup and maintenance costs. These UltraClusters consist of numerous accelerated EC2 instances that are optimally organized within a particular AWS Availability Zone and interconnected through Elastic Fabric Adapter (EFA) networking over a petabit-scale nonblocking network. This cutting-edge arrangement ensures enhanced networking performance and includes access to Amazon FSx for Lustre, a fully managed shared storage system that is based on a high-performance parallel file system, enabling the efficient processing of large datasets with latencies in the sub-millisecond range. Additionally, EC2 UltraClusters support greater scalability for distributed machine learning training and seamlessly integrated high-performance computing tasks, thereby significantly reducing the time required for training. This infrastructure not only meets but exceeds the requirements for the most demanding computational applications, making it an essential tool for modern developers. With such capabilities, organizations can tackle complex challenges with confidence and efficiency.

Media

Media

Integrations Supported

AWS Trainium
Amazon EC2
Amazon EC2 Auto Scaling
Amazon EC2 Capacity Blocks for ML
Amazon EC2 G5 Instances
Amazon EC2 Inf1 Instances
Amazon EC2 P5 Instances
Amazon EC2 Trn2 Instances
Amazon EKS
Amazon Elastic Container Service (Amazon ECS)
Amazon S3
Amazon SageMaker
Azure AI Services
Azure Blob Storage
Azure Marketplace
Azure NetApp Files
Azure Virtual Machines
Microsoft Discovery
PyTorch
TensorFlow

Integrations Supported

AWS Trainium
Amazon EC2
Amazon EC2 Auto Scaling
Amazon EC2 Capacity Blocks for ML
Amazon EC2 G5 Instances
Amazon EC2 Inf1 Instances
Amazon EC2 P5 Instances
Amazon EC2 Trn2 Instances
Amazon EKS
Amazon Elastic Container Service (Amazon ECS)
Amazon S3
Amazon SageMaker
Azure AI Services
Azure Blob Storage
Azure Marketplace
Azure NetApp Files
Azure Virtual Machines
Microsoft Discovery
PyTorch
TensorFlow

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

azure.microsoft.com/en-us/solutions/high-performance-computing/

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/ec2/ultraclusters/

Categories and Features

Categories and Features

HPC

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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Popular Alternatives

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