Wilkins, Grant

1. Offline Energy-Optimal LLM Serving: Workload-Based Energy Models for LLM Inference on Heterogeneous Systems
   2024/07/04 by Grant Wilkins, Srinivasan Keshav, Wilkins, Grant +3 · 8 citations
   Computer Science · #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
2. A Survey on Error-Bounded Lossy Compression for Scientific Datasets
   2024/04/03 by Di, Sheng, Liu, Jinyang, Zhao, Kai +23 · 9 citations
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
3. Hybrid Heterogeneous Clusters Can Lower the Energy Consumption of LLM Inference Workloads
   2024/04/25 by Grant Wilkins, Srinivasan Keshav, Wilkins, Grant +3 · 4 citations
   Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
4. FedSZ: Leveraging Error-Bounded Lossy Compression for Federated Learning Communications
   2023/12/20 by Grant Wilkins, Sheng Di, Wilkins, Grant +11 · 2 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications