Jing-Po Xu

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Distributed Systems & Hardware (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

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Paul Joe Maliakel (1)Ivona Brandić (1)Shashikant Ilager (1)

Papers (1)

Oct 6, 2026

Jing-Po Xu +31w ago·also Affiliation:

DySCo: Dynamic Sharding for Collaborative Edge-Cloud LLM Inference with Depth-Synchronized Batching

Collaborative edge-cloud LLM inference can achieve 275% higher throughput by dynamically synchronizing heterogeneous requests to batch their common cloud-side suffix.

Jing-Po Xu, Paul Joe Maliakel, Ivona Brandić +1

Distributed Systems & Hardware Inference & Quantization Training Efficiency & Optimization

Jing-Po Xu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

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Jing-Po Xu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)