Top #distributed Tools & Software

tensorflow

github

An Open Source Machine Learning Framework for Everyone

awesome-scalability

github

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

etcd

github

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

LocalAI

github

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

milvus

github

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

ray

github

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

ColossalAI

github

Making large AI models cheaper, faster and more accessible

tidb

github

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

pytorch-image-models

github

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

cockroach

github

CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.

seaweedfs

github

SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effortless horizontal scaling.

encore

github

Open source framework for building robust type-safe distributed systems with declarative infrastructure

docker-selenium

github

Provides a simple way to run Selenium Grid with Chrome, Firefox, and Edge using Container Platform, making it easier to perform browser automation at scale

theByteBook

github

⭐ 【出版书籍】京东购买链接 https://item.jd.com/14531549.html 深入讲解内核网络、Kubernetes、ServiceMesh、容器等云原生相关技术。经历实践检验的 DevOps、SRE指南。

rundeck

github

Enable Self-Service Operations: Give specific users access to your existing tools, services, and scripts