Bradford M. Beckmann

1. Optimizing Distributed ML Communication with Fused Computation-Collective Operations
   2023/05/11 by Kishore Punniyamurthy, Khaled Hamidouche, Punniyamurthy, Kishore +3 · 8 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. Predict; Do not React for Enabling Efficient Fine Grain DVFS in GPUs
   2022/04/30 by Srikant Bharadwaj, Bharadwaj, Srikant, Shomit Das +7 · 1 citation
   Computer Science · Engineering · #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural Networks and Reservoir Computing #Parallel Computing and Optimization Techniques
3. Analyzing Reverse Address Translation Overheads in Multi-GPU Scale-Up Pods
   2026/04/02 by Amel Fatima, Tuan Ta, Bradford M. Beckmann · 2 voices
   Computer Science · #cs.AR #cs.DC
4. NUNA: Characterizing and Mitigating Non-Uniform Network Access in Multi-Die GPU Scale-Up Systems
   2026/08/01 by Conor James Green, William Won, Tuan Ta +1
   Computer Science · #cs.DC #cs.AR