Recent advances in machine and deep learning are moving GPU driven artificial intelligence applications from R&D labs and Silicon Valley startups into the computing mainstream. AI is presenting a new set of storage challenges that IT organizations have never had to deal with.
Customers need to keep GPU servers fed with more bandwidth than what a NAS can deliver, causing them to think that complex parallel file systems are the only answer. On the other hand, file accesses are small and random in nature, making AI the killer use case for flash storage – but parallel file systems and burst buffers were never designed for providing random read access to petabytes of flash. As AI becomes democratized, niche HPC storage products are difficult for enterprise IT organizations to adopt and operationalize on a broad basis.
VAST combines the single-host performance and scalability of a parallel file system with the simplicity of an all Flash NAS appliance. By marrying the performance of Flash with economics that are otherwise only found in HDD-based archive storage, VAST enables AI applications to consolidate infrastructure and accelerate the training and inference time.
Scale to TB/s, millions of IOPS; 100GB/s+ per AI client over Ethernet or InfiniBand
Turnkey Universal Storage appliance - with no client SW dependency or complexity
Radical flash storage economics to make flash affordable for all AI datasets
Breaking Decades-old Tradeoffs
For decades, storage practitioners have been trained to tier their storage infrastructure in order to save money and to keep their largest datasets on slow, archival storage. Today, the rise in adoption of new machine and deep learning techniques require training on vast amounts of data, where data needs to be fed to farms of GPUs with maximum throughput. Training algorithms only get more effective as they are exposed to more and more data, thereby rendering the classic storage tiering model obsolete in the AI era.
A New Type of Storage Architecture
By applying new thinking to decades old storage problems, VAST has broken the long-standing tradeoff between storage performance & the cost of capacity to make it possible to simplify and accelerate ML/DL pipelines.
Millions of IOPS from cost-effective QLC flash, enabled by Storage Class Memory technology.
NFS over RDMA provides over 10GB/s of mount performance over Ethernet or IB; scale multiple mounts in a single client to drive 100GB/s+ of single client bandwidth.
VAST has pioneered many innovations to democratize flash: QLC flash translation, low-overhead erasure codes and groundbreaking global data reduction.
VAST server pooling capability provides dedicated QoS for competing applications.
One, simple-to-manage scale-out file system appliance, no need for complex client-side file system client software.
With no east-west cluster traffic, VAST’s DASE architecture sets a new standard in scaling to the needs of massive ML/DL server farms.
VAST Data provides the ideal architecture to accelerate, scale and simplify DGX-A100 clusters. With our new support for GPUDirect®, customers can achieve full bandwidth from a single NFS mount point to unleash the potential of AI without HPC storage complexity.
VAST Data provides the ideal architecture to accelerate, scale and simplify DGX-2 AI computers. With our new support for GPUDirect, customers can achieve over 85GB/s of bandwidth from a single NFS mount point to unleash the potential of AI without HPC storage complexity.
For any Nvidia AI GPU, VAST Data provides the ideal architecture to accelerate, scale and simplify A100-based computing. With our new support for GPUDirect, customers can achieve up to 25GB/s per GPU from a single NFS mount point to unleash the potential of AI without HPC storage complexity.
Our work with VAST Data provides an opportunity for General Dynamics customers to utilize the vision of an all-flash data center with deep analytics for large quantities of data. GDIT is already delivering multi-petabyte VAST Universal Storage systems to customers who are eager to move beyond the HDD era and accelerate access to their data.
To achieve our mission, our GPU infrastructure needs high-speed accelerated file access to shared storage that is faster than what traditional scale-out file systems can deliver. That said - we’re also a fast-growing company and we don’t have the resources to become HPC storage technicians. VAST provides Zebra a solution to all of our A.I. storage challenges by delivering performance superior to what is possible with traditional NAS while also providing a simple, scalable appliance that requires no effort to deploy and manage.
As an early adopter of advanced storage systems, we’ve deployed scalable storage architectures to help HHS agencies to pioneer new scientific discoveries and improve public health. As our component Operating Divisions move beyond the hard drive era, software-enabled storage architectures helps us modernize our scientific agenda and enable AI-driven research with the power of flash.
AI infrastructure is moving out of the shadows and being operationalized across IT organizations. Enterprises can take advantage of the deep learning performance of NVIDIA DGX AI systems and VAST Data’s Universal Storage all-flash concept to simplify, scale and accelerate their AI adoption.