fluid-cloudnative/fluid
Fluid is a Kubernetes-native distributed caching and data acceleration platform for cloud AI and BigData workloads.
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Fluid is an open-source cloud-native data orchestration and acceleration system that provides elastic data abstraction for AI applications running on Kubernetes. It leverages distributed caching (based on Alluxio) to reduce data access latency and improve training efficiency for machine learning workloads. The system acts as a Kubernetes operator that manages data placement and caching across cluster nodes to optimize I/O performance for AI frameworks.
Frequently asked
- What is fluid-cloudnative/fluid?
- Fluid is a Kubernetes-native distributed caching and data acceleration platform for cloud AI and BigData workloads.
- Is fluid open source?
- Yes — fluid-cloudnative/fluid is open source, released under the Apache-2.0 license.
- What language is fluid written in?
- fluid-cloudnative/fluid is primarily written in Go.
- How popular is fluid?
- fluid-cloudnative/fluid has 2k stars on GitHub.
- Where can I find fluid?
- fluid-cloudnative/fluid is on GitHub at https://github.com/fluid-cloudnative/fluid.