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David Nellans
Dave Nellans joined NVIDIA in 2013 and leads the Systems Architecture Research Group.
Research Area(s):
Computer Architecture
High Performance Computing
Artificial Intelligence and Machine Learning
Programming Languages, Systems and Tools
Main Field of Interest:
Computer Architecture
Google Scholar:
https://scholar.google.com/citations
Publications
Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs
NVBit: A Dynamic Binary Instrumentation Framework for NVIDIA 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
