Yoneki, Eiko
- ThunderServe: High-performance and Cost-efficient LLM Serving in Cloud Environments
2025/02/13 by Youhe Jiang, Jiang, Youhe, Fangcheng Fu +11 · 10 citations
Computer Science · #IoT and Edge/Fog Computing #Cloud Computing and Resource Management #Software System Performance and Reliability
- Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
2025/02/02 by Youhe Jiang, Fangcheng Fu, Jiang, Youhe +15 · 8 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Navigating in High-Dimensional Search Space: A Hierarchical Bayesian Optimization Approach
2024/10/30 by Wenxuan Li, Taiyi Wang, Li, Wenxuan +3 · 2 citations
Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Algorithms and Data Compression
- MCTS-GEB: Monte Carlo Tree Search is a Good E-graph Builder
2023/03/08 by Guoliang He, He, Guoliang, Zak Singh +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering Research
- Learned Graph Rewriting with Equality Saturation: A New Paradigm in Relational Query Rewrite and Beyond
2024/06/19 by George-Octavian Bărbulescu, Bărbulescu, George-Octavian, Taiyi Wang +5 · 1 citation
Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Advanced Database Systems and Queries
- Optimizing Tensor Computation Graphs with Equality Saturation and Monte Carlo Tree Search
2024/10/07 by Jakob Hartmann, Hartmann, Jakob, Guoliang He +3 · 1 citation
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
- CuAsmRL: Optimizing GPU SASS Schedules via Deep Reinforcement Learning
2025/01/14 by Guoliang He, Eiko Yoneki, He, Guoliang +1 · 1 citation
Computer Science · #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques #Medical Image Segmentation Techniques