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@nwangfw nwangfw commented Feb 17, 2025

Pull Request Description

This PR provides instruction on how to use optimizer-based autoscaling feature. It only covers case where there is single-type of GPU.

  • A optimizer-based pod autoscaling yaml example is provided.
  • A introduction of this feature and some preliminary experimental results are provided.

Related Issues

Resolves: #[Insert issue number(s)]

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@nwangfw nwangfw requested review from Jeffwan and zhangjyr February 17, 2025 18:51
@nwangfw nwangfw force-pushed the ning/gpu-optimizer-podautoscaling-docs branch 3 times, most recently from 0cda172 to 27dffb0 Compare February 17, 2025 19:16
@nwangfw nwangfw force-pushed the ning/gpu-optimizer-podautoscaling-docs branch 3 times, most recently from 03624cb to 830386c Compare February 18, 2025 01:03
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nwangfw commented Feb 18, 2025

@Jeffwan Thanks for your comments and they make perfect senses. I have modified the commit accordingly and please review it again.

@Jeffwan Jeffwan force-pushed the ning/gpu-optimizer-podautoscaling-docs branch from 830386c to a75fb2d Compare February 18, 2025 05:55
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Jeffwan commented Feb 18, 2025

I append minor changes to this PR due to conflict from my previous change here. #697

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/lgtm

@Jeffwan Jeffwan merged commit 00d102c into main Feb 18, 2025
2 checks passed
@Jeffwan Jeffwan deleted the ning/gpu-optimizer-podautoscaling-docs branch February 18, 2025 05:57
gangmuk pushed a commit that referenced this pull request Feb 19, 2025
* add opimizer-based autoscaling doc and examples

* update doc structure and simply doc and yaml

* Fix a rst syntax issue

---------

Co-authored-by: Jiaxin Shan <[email protected]>
varungup90 pushed a commit that referenced this pull request Feb 20, 2025
* add opimizer-based autoscaling doc and examples

* update doc structure and simply doc and yaml

* Fix a rst syntax issue

---------

Co-authored-by: Jiaxin Shan <[email protected]>
Signed-off-by: Varun Gupta <[email protected]>
gangmuk pushed a commit to gangmuk/aibrix-gangmuk that referenced this pull request Jun 21, 2025
…#692)

* add opimizer-based autoscaling doc and examples

* update doc structure and simply doc and yaml

* Fix a rst syntax issue

---------

Co-authored-by: Jiaxin Shan <[email protected]>
Yaegaki1Erika pushed a commit to Yaegaki1Erika/aibrix that referenced this pull request Jul 23, 2025
…#692)

* add opimizer-based autoscaling doc and examples

* update doc structure and simply doc and yaml

* Fix a rst syntax issue

---------

Co-authored-by: Jiaxin Shan <[email protected]>
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3 participants