Storage for AI and ML

If your data storage system isn’t solid, then you can’t expect your AI or ML project to be successful. You need a reliable and high performing software storage solution that can scale limitlessly as your data needs increase.

AI and ML workloads need scalable, high-performance storage for multi-petabyte data and parallel file access across hundreds of nodes. Quobyte’s fast, efficient solution helps leading AI and ML teams optimize data management and utilization.

Limitless Scalability

With Quobyte, you can start with a small cluster and expand as needed. With linear scaling, doubling your resources doubles your performance and capacity—for example, scaling from 80 GB/s with 6 servers to 160 GB/s with 12 servers over TCP on Linux. If you add more GPUs or need more capacity, just add resources to your cluster without disruptions.

Reliably access your data

Whether you need to access your data from Windows, MacOS, Linux, Hadoop, etc., Quobyte’s broad platform support enables you to easily access data in any stage of your AI or deep learning pipeline: collect data, edit it, train or retrain models, make predictions and store your results.

Edge and Hybrid Cloud

With the ability to deploy anywhere, you can choose an on-prem, in the cloud, or a hybrid cloud deployment – part on-prem and part in the cloud. With Quobyte, you get both edge and hybrid cloud storage.

High-performance with RDMA

Get the most out of your GPUs with Quobyte’s high throughput. Achieve up to 10 GB/s single-stream read on Linux using RDMA over RoCE. Access your data in parallel, eliminate bottlenecks, and deliver maximum performance via TCP/IP, RDMA, or a mix of both

Keep it Secure

Whether you handle sensitive data or work with multiple customers, Quobyte keeps your data secured from unauthorized access at all times. Quobyte protects your data both at-rest and in-flight so you can have the peace of mind that your data will always be safe.

Custom Metadata with Fast Query Engine

The Quobyte File Query Engine lets users quickly scan billions of files for all kinds of metadata, including custom metadata such as extended attributes and S3 metadata. Custom metadata can store text and numeric values, so you can label your data without any extra metadata files.

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File and Object Storage in one

Let your users decide how they want to access their data.
Quobyte's unique single namespace lets users share data between the two protocols simultaneously.
No need to copy data between storage silos and waste resources.

Multi-tenancy

Isolate groups, departments, and customers on a logical level for enhanced security
The Policy engines enable hardware isolation between tenants on the drive or server level.

Small and large file optimization

Quobyte automatically handles small and large files in the same file system
Small files onto flash, large files erasure-coded onto HDD, and automatic switching as files grow.

Native HDFS driver

High-performance storage for big data analytics in Kubernetes clusters.
Full integration with Apache Spark

Scalable snapshots

Quobyte offers snapshots that don't interfere with high performance.

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