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David Nellans
Dave Nellans joined NVIDIA in 2013 and leads the Systems Architecture Research Group.
Main Field of Interest:
Computer Architecture
Additional Research Areas:
Computer Architecture
High Performance Computing
Machine Learning and Artificial Intelligence
Programming Languages, Systems and Tools
Google Scholar:
https://scholar.google.com/citations
Publications
Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs
Beyond the Socket: NUMA-Aware GPUs
MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability
Designing Efficient Heterogeneous Memory Architectures
Flexible Software Profiling of GPU Architectures
Page Placement Strategies for GPUs within Heterogeneous Memory Systems
Unlocking Bandwidth for GPUs in CC-NUMA systems
Scaling the Power Wall: A Path to Exascale
