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chore: Update README.md (#175)
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A few minor changes
Signed-off-by: Derek Wang <whynowy@gmail.com>
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saradhis authored and whynowy committed Sep 20, 2022
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## Summary

Numaflow is a Kubernetes-native platform for running massive parallel data processing and streaming jobs.
Numaflow is a Kubernetes-native platform for running massively parallel data processing and streaming jobs.

A Numaflow Pipeline is implemented as a Kubernetes custom resource, and consists of one or more source, data processing, and sink vertices.
A Numaflow Pipeline is implemented as a Kubernetes custom resource, and consists of one or more sources, data processing and sink vertices.

Numaflow installs in a few minutes and is easier and cheaper to use for simple data processing applications than full-featured stream processing platforms.
Numaflow installs in a few minutes and is easier and cheaper to use for simple data processing applications than a full-featured stream processing platforms.

## Key Features

- Kubernetes-native: If you know Kubernetes, you already know 90% of what you need to use Numaflow.
- Kubernetes-native: If you know Kubernetes, you already know how to use Numaflow.
- Language agnostic: Use your favorite programming language.
- Exactly-Once semantics: No input element is duplicated or lost even as pods are rescheduled or restarted.
- Auto-scaling with back-pressure: Each vertex automatically scales from zero to whatever is needed.
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