Source URL: https://aws.amazon.com/blogs/aws/amazon-fsx-for-lustre-unlocks-full-network-bandwidth-and-gpu-performance/
Source: AWS News Blog
Title: Amazon FSx for Lustre increases throughput to GPU instances by up to 12x
Feedly Summary: Amazon FSx for Lustre now features Elastic Fabric Adapter and NVIDIA GPUDirect Storage for up to 12x higher throughput to GPUs, unlocking new possibilities in deep learning, autonomous vehicles, and HPC workloads.
AI Summary and Description: Yes
Summary: The announcement highlights the integration of Elastic Fabric Adapter (EFA) and NVIDIA GPUDirect Storage (GDS) with Amazon FSx for Lustre, enabling significant performance enhancements for high-throughput applications such as deep learning and HPC workloads. This development is particularly relevant for cloud computing professionals looking to optimize resource utilization.
Detailed Description:
The text outlines the new features and capabilities added to Amazon FSx for Lustre, particularly the support for EFA and GDS. Here are the major points:
* **Performance Enhancement**:
– EFA allows applications on Amazon EC2 instances to achieve higher inter-node communication efficiency.
– GDS enables a direct data pathway between storage and GPU memory, yielding a notable performance boost.
* **Throughput Increase**:
– With EFA and GDS, FSx for Lustre can now provide up to 1200 Gbps throughput per client, significantly surpassing the previous limit of 100 Gbps.
– This enhancement is vital for applications that engage in large-scale data processing, such as:
– Deep learning training
– Drug discovery
– Financial modeling
– Autonomous vehicle development
* **Adoption of Advanced Computing Instances**:
– Users are encouraged to adopt more powerful GPU and high-performance computing (HPC) instances (e.g., Amazon EC2 P5, Trn1, Hpc7a) to fully leverage these capabilities.
* **Networking Configuration**:
– The document highlights specific networking settings conducive to optimizing performance, such as using EFA-enabled security groups and ensuring the instance type supports EFA.
* **User Instruction**:
– Step-by-step instructions are provided for creating an FSx for Lustre file system with EFA enabled, mounting that file system, and utilizing the necessary software packages (NVIDIA CUDA and GPUDirect Storage Driver).
* **Compatibility**:
– It reassures users that compatibility between EFA- and non-EFA workloads is maintained, allowing seamless transitions and operations without significant configuration overhead.
* **Cost and Availability**:
– The support for EFA and GDS comes at no additional cost and is available in all AWS Regions where persistent storage is offered.
* **Migration Tools**:
– AWS DataSync is suggested as a migration tool for transferring data from existing file systems to the new EFA and GDS-supported systems.
This development reflects AWS’s commitment to empowering data-intensive applications in cloud environments, thus providing crucial tools for professionals managing high-performance workloads.