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Updated README.
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Signed-off-by: Da K. Ma <klaus1982.cn@gmail.com>
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k82cn committed Apr 26, 2019
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# Volcano
![volcano-logo](docs/images/volcano-logo.png)

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[![Build Status](https://travis-ci.org/volcano-sh/volcano.svg?branch=master)](https://travis-ci.org/volcano-sh/volcano)
[![Go Report Card](https://goreportcard.com/badge/github.com/volcano-sh/volcano)](https://goreportcard.com/report/github.com/volcano-sh/volcano)
Expand All @@ -21,19 +23,26 @@ frameworks like Tensorflow, Spark, PyTorch, MPI, etc, which Volcano integrates w

Some examples of the mechanisms and features that Volcano adds to Kubernetes are:

1. Scheduling extensions, e.g:
1. Job management extensions and improvements, e.g:
1. Multi-pod jobs
2. Lifecycle management extensions including suspend/resume and
restart.
3. Improved error handling
4. Indexed jobs
5. Task dependencies
2. Scheduling extensions, e.g:
1. Co-scheduling
2. Fair-share scheduling
3. Queue scheduling
4. Preemption and reclaims
5. Reservartions and backfills
6. Topology-based scheduling
1. Job management extensions and improvements, e.g:
1. Multi-pod jobs
1. Improved error handling
1. Indexed jobs
1. Others (in upstream)
1. Optimizations for throughput, round-trip latency, etc.
3. Runtime extensions, e.g:
1. Support for specialized continer runtimes like Singularity,
with GPU accelerator extensions and enhanced security features.
4. Other
1. Data locality awareness and intelligent scheduling
2. Optimizations for data throughput, round-trip latency, etc.

Volcano builds upon a decade and a half of experience running a wide
variety of high performance workloads at scale using several systems
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