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ORCIDDavid W. Nellans
- > Home > Persons > David W. Nellans
Publications
- 2023
[c31]Yaosheng Fu, Evgeny Bolotin, Aamer Jaleel, Gal Dalal, Shie Mannor, Jacob Subag, Noam Korem, Michael Behar, David W. Nellans:
AutoScratch: ML-Optimized Cache Management for Inference-Oriented GPUs. MLSys 2023- 2022
- [j5]Yaosheng Fu, Evgeny Bolotin, Niladrish Chatterjee, David W. Nellans, Stephen W. Keckler:
GPU Domain Specialization via Composable On-Package Architecture. ACM Trans. Archit. Code Optim. 19(1): 4:1-4:23 (2022) - 2021
- [c29]Oreste Villa, Daniel Lustig, Zi Yan
, Evgeny Bolotin, Yaosheng Fu, Niladrish Chatterjee, Nan Jiang, David W. Nellans:
Need for Speed: Experiences Building a Trustworthy System-Level GPU Simulator. HPCA 2021: 868-880 - [i4]Yaosheng Fu, Evgeny Bolotin, Niladrish Chatterjee, David W. Nellans, Stephen W. Keckler:
GPU Domain Specialization via Composable On-Package Architecture. CoRR abs/2104.02188 (2021) - 2020
- [c26]Xiaowei Ren, Daniel Lustig, Evgeny Bolotin, Aamer Jaleel, Oreste Villa, David W. Nellans:
HMG: Extending Cache Coherence Protocols Across Modern Hierarchical Multi-GPU Systems. HPCA 2020: 582-595 - [i3]Ahmet Fatih Inci, Evgeny Bolotin, Yaosheng Fu, Gal Dalal, Shie Mannor, David W. Nellans, Diana Marculescu:
The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems. CoRR abs/2012.04210 (2020) - 2019
- [c22]Akhil Arunkumar, Evgeny Bolotin, David W. Nellans, Carole-Jean Wu:
Understanding the Future of Energy Efficiency in Multi-Module GPUs. HPCA 2019: 519-532 - 2018
- [c19]Vinson Young, Aamer Jaleel, Evgeny Bolotin, Eiman Ebrahimi, David W. Nellans, Oreste Villa:
Combining HW/SW Mechanisms to Improve NUMA Performance of Multi-GPU Systems. MICRO 2018: 339-351 - 2017
- [c18]Akhil Arunkumar, Evgeny Bolotin, Benjamin Y. Cho, Ugljesa Milic, Eiman Ebrahimi, Oreste Villa, Aamer Jaleel, Carole-Jean Wu, David W. Nellans:
MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability. ISCA 2017: 320-332 - [c17]Ugljesa Milic, Oreste Villa, Evgeny Bolotin, Akhil Arunkumar, Eiman Ebrahimi, Aamer Jaleel, Alex Ramírez, David W. Nellans:
Beyond the socket: NUMA-aware GPUs. MICRO 2017: 123-135 - 2015
- [j3]Evgeny Bolotin, David W. Nellans, Oreste Villa, Mike O'Connor, Alex Ramírez, Stephen W. Keckler:
Designing Efficient Heterogeneous Memory Architectures. IEEE Micro 35(4): 60-68 (2015) - 2014
- [c11]Oreste Villa, Daniel R. Johnson, Mike O'Connor, Evgeny Bolotin, David W. Nellans, Justin Luitjens, Nikolai Sakharnykh, Peng Wang, Paulius Micikevicius, Anthony Scudiero, Stephen W. Keckler, William J. Dally:
Scaling the Power Wall: A Path to Exascale. SC 2014: 830-841
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