Zhou, Amelie Chi
- BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems
2024/01/31 by Yuxin Wang, Wang, Yuxin, Yuhan Chen +20 · 37 citations
Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Distributed #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Parallel #Performance (cs.PF) #Service-Oriented Architecture and Web Services #and Cluster Computing (cs.DC)
- FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
2024/10/27 by Zhenheng Tang, Tang, Zhenheng, Yonggang Zhang +11 · 5 citations
Computer Science · #Privacy-Preserving Technologies in Data
- DreamDDP: Accelerating Data Parallel Distributed LLM Training with Layer-wise Scheduled Partial Synchronization
2025/02/16 by Zhenheng Tang, Tang, Zhenheng, Zichen Tang +17 · 3 citations
Computer Science · Engineering · Neuroscience · #Brain Tumor Detection and Classification #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #Robotics and Automated Systems #and Cluster Computing (cs.DC)
- UpANNS: Enhancing Billion-Scale ANNS Efficiency with Real-World PIM Architecture
2024/10/31 by Sitian Chen, Chen, Sitian, Amelie Chi Zhou +7 · 2 citations
Engineering · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Modular Robots and Swarm Intelligence
- FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression
2024/10/16 by Zhenheng Tang, Tang, Zhenheng, Kang, Xueze +23 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Agent-Based Network Management #Natural Language Processing Techniques #Parallel #Robotics and Automated Systems #and Cluster Computing (cs.DC)
- NM-SpMM: Accelerating Matrix Multiplication Using N:M Sparsity with GPGPU
2025/03/03 by Cong Ma, Du Wu, Ma, Cong +24 · 2 citations
Computer Science · #C.1.4 #D.1.3 #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #G.1.0 #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)