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Yukai Huang

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Book Open access Aug 2026

OrionInfer: Low-Overhead Parallelism Switching and Live Migration for Efficient LLM Serving

Or OrionInfer, an adaptive LLM serving system that aligns inference strategies with real-time demand and introduces three key techniques: runtime switching between data parallelism and tensor parallelism with negligible overhead, an efficient inference pipeline that preserves batching efficiency during parallelism tran...

Jingqi Feng, Guang Yang, Yukai Huang et al. · 0 citations
Book Open access Aug 2026

OrionInfer: Low-Overhead Parallelism Switching and Live Migration for Efficient LLM Serving

Or OrionInfer, an adaptive LLM serving system that aligns inference strategies with real-time demand and introduces three key techniques: runtime switching between data parallelism and tensor parallelism with negligible overhead, an efficient inference pipeline that preserves batching efficiency during parallelism tran...

Jingqi Feng, Guang Yang, Yukai Huang et al. · 0 citations

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