Full-Stack Observability for Your AI Pipeline

With its native client, Quobyte gives you unparalleled, end-to-end visibility—from the application all the way down to the storage device. Our system monitors everything from I/O patterns to metadata operations at the file level, providing actionable insights into your entire workflow.

Quobyte proactively notifies you of inefficient applications and I/O patterns, and warns you about delays caused by infrastructure issues. This makes it easier than ever to identify bottlenecks and underutilized GPUs. With automatic aggregation of metrics for entire jobs and Kubernetes deployments, Quobyte delivers a clear, comprehensive view across your entire AI pipeline.

Open and Integrated Monitoring

Quobyte gives you complete visibility into your storage environment through Prometheus exporters, an open standard supported by virtually all modern monitoring tools.

You get in-depth insight into performance metrics at every stage of a storage request—from the native client, across the network, and down to the storage devices themselves. With pre-built Grafana dashboards, you can easily see trends, track performance, and get early warnings for potential issues before they impact your AI workloads.

The File System is the Database

With Quobyte, you can use your file system as a database, storing labels and other critical information directly in extended attributes or S3 user metadata.

Our highly parallelized, SQL-like query engine lets you run massive queries across live metadata in seconds, without the need for an external database or outdated, resource-wasting copies. This means you can instantly speed up your pipelines and remove the complexity and performance penalties that come with managing billions of small files. The File Query Engine is secure, too; it respects all access controls and is available to both admins and users.

API First Open System

Smart people hate being told what they can’t do, which is why Quobyte is designed as an open system—the opposite of a black box.

Our “API first” approach means that everything you do, from simple tasks to complex configurations, is controlled through a fully accessible API. Nothing is hidden, and even the tools we provide, like our powerful webconsole and CLI tool, use the same API you do. We give you a system that’s as simple to use as a smartphone but always lets you look under the hood.

Real-time File System Reports

Get instant insight into your data. Quobyte provides real-time reports that give you a clear view of your file system, including file distribution, types, and sizes.

With this insight, you can easily monitor the effectiveness of your policies and quickly tune your storage system for maximum efficiency and performance.

Open & Observable: Complete Visibility for AI Workloads

With Quobyte, you get more than just storage—you get a clear view into your entire AI infrastructure. After all, the best decisions are based on data.