Zherui Liu

Publications by Year

Research Areas

Cloud Computing and Resource Management, IoT and Edge/Fog Computing, Topic Modeling, Parallel Computing and Optimization Techniques, Natural Language Processing Techniques

Most-Cited Works

• → Lyra: Elastic Scheduling for Deep Learning Clusters(2023)46 cited
• → MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs(2024)24 cited
• → Predicting GPU Failures With High Precision Under Deep Learning Workloads(2023)4 cited
• → Robust LLM Training Infrastructure at ByteDance(2025)1 cited
• → Understanding Stragglers in Large Model Training Using What-if Analysis(2025)