Fluid

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What is Fluid?

Fluid is an open source Kubernetes-native Distributed Dataset Orchestrator and Accelerator for data-intesive applications, such as big data and AI applications.

Features

• Native Support for DataSet Abstraction

  Make the abilities needed by data-intensive applictions as navtive-supported functions, to achieve efficient data access and reduce the cost of multidimensional management.

• Cloud Data Warming up and Accessing Acceleration

  Fluid empowers Distributed Cache Capaicty(Alluixo inside) in Kubernetes with Observability, Portability, Horizontal Scalability

• Co-Orchestration for Data and Application

  During application scheduling and data placement on cloud, taking both the app's characteristics and data location into consideration, to improve the performance.

• Support Multiple Namespaces Management

  User can create and manage datasets in multiple namespaces

• Support Heterogeneous Data Source Management

  Unify the Data access for OSS, HDFS, CEPH and Other underlayer storages

Prerequisites

• Kubernetes version > 1.14, and support CSI
• Golang 1.12+
• Helm 3

Quick Start

You can follow our Get Started guide to quickly start a testing Kubernetes cluster.

Documentation

You can see our documentation at docs for more in-depth installation and instructions for production:

• English
• 简体中文

Qucik Demo

Demo 1: Accelerate Remote File Accessing with Fluid

Demo 2: Machine Learning with Fluid

Community

Feel free to reach out if you have any questions. The maintainers of this project are reachable via:

DingTalk:

Contributing

Contributions are welcome and greatly appreciated. See CONTRIBUTING.md for details on submitting patches and the contribution workflow.

Open Srouce License

Fluid is under the Apache 2.0 license. See the LICENSE file for details.

About Us

This project is co-founded by Dr. Rong Gu from Nanjing University, Yang Che from Alibaba Group,Inc and Dr. Bin Fan from Alluxio,Inc.