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Modeling the hot region scheduler #2501

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Tracked by #5691
nolouch opened this issue Jun 3, 2020 · 1 comment
Open
Tracked by #5691

Modeling the hot region scheduler #2501

nolouch opened this issue Jun 3, 2020 · 1 comment
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component/schedule Scheduling logic. type/enhancement The issue or PR belongs to an enhancement.

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@nolouch
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nolouch commented Jun 3, 2020

Feature Request

Describe your feature request related problem:

modeling the hot region balance.

Describe the feature you'd like:

Hot region scheduler can see as a multi-objective optimization problem, we need a mathematical description of the model, which can help us optimize it more purposefully.

@nolouch nolouch added type/enhancement The issue or PR belongs to an enhancement. component/schedule Scheduling logic. labels Jun 3, 2020
@bufferflies
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bufferflies commented Jun 29, 2021

there are some paper will be helper to build mathematical model:

  1. Scalable load balancing in cluster storage systems. You, Gae Won,Hwang, Seung WonJain, Navendu

this paper use minimize scheduler cost as the optimized target, and add some restriction to limit replicas move

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Labels
component/schedule Scheduling logic. type/enhancement The issue or PR belongs to an enhancement.
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