People

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?user=mjvx1GIAAAAJ&hl=en

Publications

2020

Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs
Esha Chouske, Mike Sullivan, Mike O'Connor, Mattan Erez, Jeff Pool, David Nellans, Steve Keckler
Proceedings of the 47th International Symposium on Computer Architecture (ISCA …

2019

NVBit: A Dynamic Binary Instrumentation Framework for NVIDIA GPUs
Oreste Villa, Mark Stephenson, David Nellans, Steve Keckler
ACM International Symposium on Microarchitecture (MICRO)

2017

Beyond the Socket: NUMA-Aware GPUs
Ugljesa Milic, Oreste Villa, Evgeny Bolotin, Akhil Arunkumar, Eiman Ebrahimi, Aamer Jaleel, Alex Ramirez, David Nellans
50th Annual IEEE/ACM International Symposium on Microarchitecture
MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability
Akhil Arunkumar , Evgeny Bolotin, Benjamin Cho, Ugljesa Milic , Eiman Ebrahimi, Oreste Villa, Aamer Jaleel, Carole-Jean Wu , David Nellans
IEEE/ACM International Symposium on Computer Architecture (ISCA)

2015

Designing Efficient Heterogeneous Memory Architectures
Evgeny Bolotin, David Nellans, Oreste Villa, Mike O'Connor, Alex Ramirez, Steve Keckler, Mike O'Connor
IEEE Micro
Flexible Software Profiling of GPU Architectures
Mark Stephenson, Siva Hari, Yunsup Lee, Eiman Ebrahimi, Daniel Johnson, David Nellans, Mike O'Connor, Steve Keckler
42nd Annual International Symposium on Computer Architecture (ISCA 2015)
Page Placement Strategies for GPUs within Heterogeneous Memory Systems
Neha Agarwal, David Nellans, Mark Stephenson, Mike O'Connor, Steve Keckler
20th International Conference on Architectural Support for Programming Language…
Unlocking Bandwidth for GPUs in CC-NUMA systems
Neha Agarwal, David Nellans, Mike O'Connor, Steve Keckler, Thomas Wenisch
21st Annual International Symposium on High Performance Computer Architecture (…

2014

Scaling the Power Wall: A Path to Exascale
Oreste Villa, Daniel Johnson, Mike O'Connor, Evgeny Bolotin, David Nellans, Justin Luitjens, Nikolai Sakharnykh, Peng Wang, Paulius Micikevicius, Anthony Scudiero, Steve Keckler, William Dally
Proceedings of the International Conference for High Performance Computing, Net…