Amazon AWS GPU Cloud
AWS provides a comprehensive suite of cloud computing services, including compute, storage, and GPU solutions for diverse workloads.
Key Features
Global Infrastructure
Extensive network of data centers across multiple regions worldwide
Pay-as-you-go Pricing
Flexible pricing model with no upfront commitments required
Advanced Security
Comprehensive security tools and compliance certifications
Auto Scaling
Automatically adjust resources based on demand
Integrated Services
Extensive ecosystem of services that work seamlessly together
Developer Tools
Comprehensive suite of tools for development, deployment, and management
Provider Comparison
Advantages
- Broad range of compute options including GPUs
- Highly scalable and reliable infrastructure
- Pay-as-you-go pricing with cost optimization tools
- Extensive global network of data centers
- Rich ecosystem of integrated services and tools
Limitations
- Complex pricing structure
- Steep learning curve for new users
- Potential for unexpected costs without proper management
Available GPUs
GPU Model↑ | Memory | Hourly Price |
|---|---|---|
A100 SXM | 80GB | $1.84/hr |
H100 | 80GB | $6.16/hr |
H200 | 141GB | $5.65/hr |
Compute Services
Amazon EC2
Virtual servers in the cloud with a wide range of instance types.
Amazon ECS
Fully managed container orchestration service.
Features:
- Support for Docker containers
- Integration with other AWS services
- Automated cluster management and scheduling
Amazon EKS
Managed Kubernetes service for container orchestration.
Features:
- Certified Kubernetes conformant
- Integrates with AWS networking and security services
- Supports both EC2 and Fargate launch types
AWS Lambda
Serverless compute service for running code without managing servers.
Features:
- Automatic scaling and high availability
- Pay only for compute time consumed
- Supports multiple programming languages
Pricing Options
On-Demand Instances
Pay for compute capacity by the second with no long-term commitments.
Spot Instances
Use spare EC2 capacity at up to 90% off the On-Demand price.
Reserved Instances
Save up to 72% compared to On-Demand pricing with a 1 or 3-year commitment.
Savings Plans
Save up to 72% on compute usage with a 1 or 3-year commitment to a consistent amount of usage.
Getting Started
Sign up for AWS
Create an AWS account to access the cloud platform.
Choose a compute service
Select from EC2, Lambda, or container services based on your workload needs.
Launch an instance
Configure and launch your first compute instance or container.
Set up security
Configure security groups and access controls for your resources.
Monitor and optimize
Use AWS CloudWatch and Compute Optimizer to monitor performance and reduce costs.