Balasubramanian, Arjun
- Themis: Fair and Efficient GPU Cluster Scheduling
2019/07/02 by Kshiteej Mahajan, Mahajan, Kshiteej, Arjun Balasubramanian +11 · 12 citations
Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Accelerating Deep Learning Inference via Freezing
2020/02/07 by Adarsh Kumar, Arjun Balasubramanian, Kumar, Adarsh +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
- Accelerating Deep Learning Inference via Learned Caches
2021/01/18 by Balasubramanian, Arjun, Kumar, Adarsh, Liu, Yuhan +3 · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)