Li, Baolin
- From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference
2023/10/04 by Siddharth Samsi, Dan Zhao, Samsi, Siddharth +17 · 10 voices · 46 citations
#cs.CL #cs.DC
- The MIT Supercloud Dataset
2021/08/04 by Siddharth Samsi, Matthew L Weiss, Samsi, Siddharth +51 · 2 voices · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG
- LLM Inference Serving: Survey of Recent Advances and Opportunities
2024/07/17 by Baolin Li, Li, Baolin, Yankai Jiang +5 · 9 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Benchmarking Resource Usage for Efficient Distributed Deep Learning
2022/01/28 by Nathan C. Frey, Baolin Li, Frey, Nathan C. +15 · 2 citations
Computer Science · Materials Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- EcoLife: Carbon-Aware Serverless Function Scheduling for Sustainable Computing
2024/09/03 by Jiang, Yankai, Roy, Rohan Basu, Li, Baolin +1 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)