Discover the Best Open-Source Distributed Projects Sorted by Stars

An Open Source Machine Learning Framework for Everyone

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

Distributed reliable key-value store for the most critical data of a distributed system

TiDB is an open-source, cloud-native, distributed, MySQL-Compatible database for elastic scale and real-time analytics. Try AI-powered Chat2Query free at : https://tidbcloud.com/free-trial

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

Making large AI models cheaper, faster and more accessible

ClickHouse® is a free analytics DBMS for big data

Apollo is a reliable configuration management system suitable for microservice configuration management scenarios.

CockroachDB - the open source, cloud-native distributed SQL database.

an easy-to-use dynamic service discovery, configuration and service management platform for building cloud native applications.

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Spring Cloud Alibaba provides a one-stop solution for application development for the distributed solutions of Alibaba middleware.

A distributed task scheduling framework.（分布式任务调度平台XXL-JOB）

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

:fire: Seata is an easy-to-use, high-performance, open source distributed transaction solution.

☁️ Nextcloud server, a safe home for all your data

A cloud-native vector database, storage for next generation AI applications

APM, Application Performance Monitoring System