Skip to content
Log in
Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Zhuo-Long Jiang

h-index 2 View on Semantic Scholar

We have 2 of 6 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Book Open access Sep 2026

MigMoE: Task-Aware Expert Migration for Faster and More Balanced Expert-Parallel MoE Inference

Motivated by the observation that routing patterns are task-specific, MigMoE is proposed, a task-aware expert migration framework that dynamically adjusts expert placement for multi-task expert parallel MoE inference to balance loads across GPUs.

Xu Han, Zi-Nuo Cai, Zhuo-Long Jiang et al. · 0 citations
Book Open access Sep 2026

MigMoE: Task-Aware Expert Migration for Faster and More Balanced Expert-Parallel MoE Inference

Sparse Mixture-of-Experts (MoE) architectures scale LLM capacity, but serving them with expert parallelism often suffers from the straggler effect caused by skewed token routing and uneven placement of hot experts across GPUs. Existing methods mitigate stragglers by adjusting token-to-expert distributions or by replica...

Xu Han, Zinuo Cai, Zhuo-Long Jiang et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.