HyRAP: Hybrid Resource-Aware Parallelism for MoE Fine-Tuning on Heterogeneous Clusters
Zhi-Yu Cai, Haowen Xu, Zhen-Xiang Pan et al.
· 0 citations
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Sep 2026
IHS-LM: Intra-batch Hybrid Scheduling and Layer Migration for VLM Pipeline Inference Acceleration on Edge Devices
IHS-LM, a low-latency pipeline-parallel inference framework for VLM serving on heterogeneous edge devices, introduces an Intra-Batch Hybrid Scheduling method (IHS), which dynamically adjusts the prefill–decode token ratio based on token distribution and available KV cache capacity and a Bandwidth Aware Model Layer Migr...
Yun Li, Tian-Fu Pang, Zhi-Yu Cai et al.
· Proceedings of the Internati... · 0 citations