Xiangxi Mo
- Towards Scalable Dataframe Systems
2020/01/03 by Devin Petersohn, Stephen Macke, Petersohn, Devin +17 · 1 voice · 6 citations
#cs.DB
- LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!
2025/02/11 by Dacheng Li, Shiyi Cao, Li, Dacheng +21 · 2 voices · 46 citations
Social Sciences · Economics, Econometrics and Finance · #cs.AI
- Dynamic Space-Time Scheduling for GPU Inference
2018/12/31 by Paras Jain, Jain, Paras, Xiangxi Mo +13 · 4 citations
Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Optimizing LLM Queries in Relational Data Analytics Workloads
2024/03/09 by Shuming Liu, Liu, Shu, A. Biswal +16 · 6 citations
Computer Science · #Advanced Database Systems and Queries #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- TurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput
2024/06/20 by Xiaoxuan Liu, Liu, Xiaoxuan, Park, Jongseok +19 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
- Pie: Pooling CPU Memory for LLM Inference
2024/11/14 by Yi Xu, Xu, Yi, Ziming Mao +7 · 7 citations
Computer Science · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- InferLine: ML Prediction Pipeline Provisioning and Management for Tight Latency Objectives
2018/12/05 by Daniel Crankshaw, Gur-Eyal Sela, Crankshaw, Daniel +11 · 1 citation
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning and Data Classification #Parallel #Software Testing and Debugging Techniques #Web Data Mining and Analysis #and Cluster Computing (cs.DC)