vllm-project / vllm-project/aibrix

Implement model architect aware scheduling policies

Open
#195 1 comment 0 reactions 0 assignees View on GitHub
area/scheduling kind/feature priority/important-longterm
Dominant language
Go
Stars
5.1k
Forks
694
Avg merge
1d 19h
Merged PRs (30d)
98

Description

### 🚀 Feature Description and Motivation

Currently, runtime picks up the work to download the model weights. If we have another replica wants to be deployed, one option is to be scheduled to the same node already has weights. In this case, it's would be great that we can contribute some scheduler plugin to be aware of the artifacts.

### Use Case

_No response_

### Proposed Solution

_No response_

Contributor guide

Open the contributing guide

Research direction

The issue names no files, tests, or entry points. Start by surveying the repository's runtime and scheduler-plugin architecture, then clarify how model artifacts should influence replica placement; done requires an agreed design and an implementation with validation for artifact-aware scheduling.

Written by the indexing model from the issue text.

Assessment

Tech stack
go
Domain
infrastructure
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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