oncall
VMAgent
| oncall | VMAgent | |
|---|---|---|
| 1 | 1 | |
| 1,106 | 75 | |
| 1.3% | - | |
| 5.7 | 1.4 | |
| 24 days ago | about 1 year ago | |
| Python | Python | |
| BSD 2-clause "Simplified" License | MIT License |
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oncall
VMAgent
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Huawei Research Introduces ‘VMAgent’: A Platform for Exploiting Reinforcement Learning (RL) on Virtual Machine (VM) Scheduling Tasks
In a recent study, researchers from Huawei Cloud’s Multi-Agent Artificial Intelligence Lab and Algorithm Innovation Lab suggested VMAgent, a unique VM scheduling simulator based on real data from Huawei Cloud’s actual operation situations. VMAgent seeks to replicate the scheduling of virtual machine requests across many servers (allocating and releasing CPU and memory resources). It creates virtual machine scheduling scenarios using real-world system design, such as fading, recovering, and expanding virtual machines. Only requests can be allocated in the fading situation, whereas the recovering scenario permits both allocating and releasing VM resources.
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