Mailthody, Vikram Sharma
- EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs
2020/06/12 by Min, Seung Won, Mailthody, Vikram Sharma, Qureshi, Zaid +3 · 2 citations
#Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Tearing Down the Memory Wall
2020/08/24 by Qureshi, Zaid, Mailthody, Vikram Sharma, Min, Seung Won +3 · 1 citation
#Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- SSDTrain: An Activation Offloading Framework to SSDs for Faster Large Language Model Training
2024/08/19 by Wu, Kun, Park, Jeongmin Brian, Zhang, Xiaofan +5 · 2 citations
#Distributed #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Parallel #and Cluster Computing (cs.DC)
- Five-Minute Rule 40 Years Later: A First-Principles Revisit for Modern Memory Hierarchy
2025/11/06 by Tong Zhang, Zhang, Tong, Vikram Sharma Mailthody +18 · 1 voice
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #cs.AR
- Strata: Hierarchical Context Caching for Long Context Language Model Serving
2025/08/26 by Xie, Zhiqiang, Xu, Ziyi, Zhao, Mark +5 · 5 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses
2023/06/28 by Jeongmin Park, Vikram Sharma Mailthody, Park, Jeongmin Brian +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)