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Home/Authors/Ya Shen

Ya Shen

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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Publications per year

1
26

Top categories

AI×1

Frequent co-authors

Gang Chen1×
Hui Ma1×
Mengjie Zhang1×

Research Timeline

2026
Deft Scheduling of Dynamic Cloud Workflows with Varying Deadlines via Mixture-of-Experts

The paper introduces DEFT, a novel Mixture-of-Experts DRL architecture, to intelligently schedule dynamic cloud workflows with varying deadlines, significantly improving performance over existing single-path schedulers.

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Papers

cs.AIRecentMay 31, 2026

Deft Scheduling of Dynamic Cloud Workflows with Varying Deadlines via Mixture-of-Experts

Ya Shen, Gang Chen, Hui Ma, Mengjie Zhang

The paper introduces DEFT, a novel Mixture-of-Experts DRL architecture, to intelligently schedule dynamic cloud workflows with varying deadlines, significantly improving performance over existing sing…

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