Skip to content

feat: implement autoscaling #242

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom
Merged
merged 54 commits into from
Sep 25, 2025
Merged

feat: implement autoscaling #242

merged 54 commits into from
Sep 25, 2025

Conversation

@knave
Copy link
Collaborator

@knave knave commented Jun 20, 2025

No description provided.

@knave knave marked this pull request as draft June 20, 2025 23:33
Code2Life
Code2Life reviewed Jun 21, 2025
View reviewed changes
Code2Life
Code2Life reviewed Jun 21, 2025
View reviewed changes
@knave knave force-pushed the dev-autoscaling branch from 6c9bafc to e22b847 Compare June 30, 2025 21:45
@knave knave force-pushed the dev-autoscaling branch 2 times, most recently from e843a2e to be19da0 Compare August 31, 2025 07:13
@knave knave marked this pull request as ready for review August 31, 2025 07:23
knave added 22 commits September 21, 2025 06:44
@knave
feat: implement the core auto-scaling functionality
8fd0509
@knave
test: refactor test when processing workloads
fe4c1c7
@knave
feat: implement LeaderElectonRunnable explicitly and add compile-time…
f4840f5 
… check
@knave
feat: aggregate samples into histogram per tflops
d5c4100
@knave
feat: implement metrics provider
95754a8
@knave
feat: add allocator logic
3ac9191
@knave
refactor: optimize update worker method
5ec5ed8
@knave
feat: add config parsing
c3a38b3
@knave
feat: apply updates to specified target resources
c027d52
@knave
feat: add auto-scaling switch config parsing and apply, TargetResourc…
b13bbbd 
…e support value all
@knave
feat: merge AutoSetLimits and AutoSetRequests into AutoSetResources
f802843
@knave
feat: implement adjust allocation
32d1cf2
@knave
fix: linter issues
6883801
@knave
fix: linter issues
8411dae
@knave
refactor: support multiple recommenders
d7eff33
@knave
refactor: code organization
2c6286c
@knave
feat: define cron scaler crd
ffafe04
@knave
feat: implement cron scaling
0d9cb03
@knave
feat: implement cron scaling
a40c530
@knave
feat: implement merging recommendations
8f91a61
@knave
feat: implement restoring resources upon cron scaling termination
48e16c4
@knave
fix: properly handle the isScaleUp
bb2f53f
knave and others added 15 commits September 21, 2025 06:44
@knave
refactor: add namespace to identify the workload and process the name…
1bf9222 
…space field of table
@knave
fix: handle zero resource value properly
0d2a485
@knave
feat: add condition type RecommendationProvided to workload
4434a9b
@knave
refactor: make percentile recommender more testable
bb3d7e9
@knave
refactor: improve status conditions
2551111
@knave
feat: add appliedRecommendedReplicas field to status and refactor
2ca6d3c
@Code2Life @knave
fix: handle activeCronScalingRule and applied replicas properly
31d8850
@knave
fix: applied recommended replicas issue
c7ce48e
@knave
fix: add vpa package
03fb19d
@knave
fix: linter issues
09fe945
@knave
test: wrong suite name
4dbb6d2
@knave
fix: vram peak zero issue and fix query issue caused by time zone
c492225
@knave
feat: only recommend but do not apply recommendation if worker has a …
88db809 
…dedicated GPU
@knave
fix: missing autoScalingConfig
9f4efdc
@knave
feat: implement max allowed resources recommendation processor
5a76361
@knave knave changed the title [WIP] implement autoscaling implement autoscaling Sep 22, 2025
@knave knave changed the title implement autoscaling feat: implement autoscaling Sep 22, 2025
@Code2Life Code2Life merged commit 446de3d into main Sep 25, 2025
9 of 10 checks passed
@Code2Life Code2Life deleted the dev-autoscaling branch September 25, 2025 06:30
@github-actions
Copy link

🎉 This PR is included in version 1.45.0 🎉

The release is available on GitHub release

Your semantic-release bot 📦🚀

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Reviewers

@Code2Life Code2Life Code2Life left review comments

Assignees

No one assigned

Labels

released

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

2 participants

@knave @Code2Life