Author

Yunfeng Zhao

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Book Open access Aug 2026

BRIDGE: Block-Wise Speculative Coordination for Cloud-Edge Retrieval-Augmented Generation

Retrieval-augmented generation (RAG) improves factuality by conditioning LLMs on retrieved evidence, yet real-world knowledge is often split across tiers: cloud-based RAG can exploit large public corpora, whereas edge-based RAG is the natural place to access private, user-specific stores. This raises a key question: ho...

Yuting Li, Shaoyuan Huang, Xiangqi Liu et al. · Proceedings of the 32nd ACM... · 0 citations

#artificial intelligence Preprint Sep 2026

MAPS: Memory-Aware Predictive Scheduling Framework for Large Language Model Serving

The surge of large language model (LLM) applications on personal devices imposes massive, bursty workloads on cloud serving infrastructure. While prefill-decode disaggregation improves throughput and scalability, memory-bound decode instances often suffer from persistent load imbalance, as output lengths are unknown wh...

Tian-Cheng Zhang, Yulin Chen, Yun-Feng Zhao et al. · 0 citations