awsome-distributed-training

An Open Source Machine Learning Framework for Everyone

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

? Serverless Framework – Effortlessly build apps that auto-scale, incur zero costs when idle, and require minimal maintenance using AWS Lambda and other managed cloud services.

ClickHouse? is a real-time analytics database management system

Learn how to design, develop, deploy and iterate on production-grade ML applications.

The java implementation of Apache Dubbo. An RPC and microservice framework.

Making large AI models cheaper, faster and more accessible

TiDB - the open-source, cloud-native, distributed SQL database designed for modern applications.

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.