David W. Nellans

44 papers A* 22A 2B 4Misc 1Journal 9Unranked 5

Year	Rank	Type	Title / Venue / Authors
2023	A*	`conf`	Architectural Support for Optimizing Huge Page Selection Within the OS. MICRO Aninda Manocha, Zi Yan, Esin Tureci, Juan L. Aragón, David W. Nellans, Margaret Martonosi
2023	—	`conf`	AutoScratch: ML-Optimized Cache Management for Inference-Oriented GPUs. MLSys Yaosheng Fu, Evgeny Bolotin, Aamer Jaleel, Gal Dalal, Shie Mannor, Jacob Subag, Noam Korem, Michael Behar, David W. Nellans
2023	A*	`conf`	FinePack: Transparently Improving the Efficiency of Fine-Grained Transfers in Multi-GPU Systems. HPCA Harini Muthukrishnan, Daniel Lustig, Oreste Villa, Thomas F. Wenisch, David W. Nellans
2023	A	`conf`	Parsimony: Enabling SIMD/Vector Programming in Standard Compiler Flows. CGO Vijay Kandiah, Daniel Lustig, Oreste Villa, David W. Nellans, Nikos Hardavellas
2022	J	`jnl`	GPU Domain Specialization via Composable On-Package Architecture. ACM Trans. Archit. Code Optim. Yaosheng Fu, Evgeny Bolotin, Niladrish Chatterjee, David W. Nellans, Stephen W. Keckler
2022	—	`conf`	The Implications of Page Size Management on Graph Analytics. IISWC Aninda Manocha, Zi Yan, Esin Tureci, Juan L. Aragón, David W. Nellans, Margaret Martonosi
2021	A*	`conf`	Efficient Multi-GPU Shared Memory via Automatic Optimization of Fine-Grained Transfers. ISCA Harini Muthukrishnan, David W. Nellans, Daniel Lustig, Jeffrey A. Fessler, Thomas F. Wenisch
2021	A*	`conf`	GPS: A Global Publish-Subscribe Model for Multi-GPU Memory Management. MICRO Harini Muthukrishnan, Daniel Lustig, David W. Nellans, Thomas F. Wenisch
2021	J	`jnl`	GPU Domain Specialization via Composable On-Package Architecture. CoRR Yaosheng Fu, Evgeny Bolotin, Niladrish Chatterjee, David W. Nellans, Stephen W. Keckler
2021	A*	`conf`	Need for Speed: Experiences Building a Trustworthy System-Level GPU Simulator. HPCA Oreste Villa, Daniel Lustig, Zi Yan, Evgeny Bolotin, Yaosheng Fu, Niladrish Chatterjee, Nan Jiang, David W. Nellans
2020	A*	`conf`	Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs. ISCA Esha Choukse, Michael B. Sullivan, Mike O'Connor, Mattan Erez, Jeff Pool, David W. Nellans, Stephen W. Keckler
2020	A*	`conf`	HMG: Extending Cache Coherence Protocols Across Modern Hierarchical Multi-GPU Systems. HPCA Xiaowei Ren, Daniel Lustig, Evgeny Bolotin, Aamer Jaleel, Oreste Villa, David W. Nellans
2020	A*	`conf`	Locality-Centric Data and Threadblock Management for Massive GPUs. MICRO Mahmoud Khairy, Vadim Nikiforov, David W. Nellans, Timothy G. Rogers
2020	J	`jnl`	The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems. CoRR Ahmet Fatih Inci, Evgeny Bolotin, Yaosheng Fu, Gal Dalal, Shie Mannor, David W. Nellans, Diana Marculescu
2019	J	`jnl`	Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs. CoRR Esha Choukse, Michael B. Sullivan, Mike O'Connor, Mattan Erez, Jeff Pool, David W. Nellans, Stephen W. Keckler
2019	A*	`conf`	NVBit: A Dynamic Binary Instrumentation Framework for NVIDIA GPUs. MICRO Oreste Villa, Mark Stephenson, David W. Nellans, Stephen W. Keckler
2019	A*	`conf`	Nimble Page Management for Tiered Memory Systems. ASPLOS Zi Yan, Daniel Lustig, David W. Nellans, Abhishek Bhattacharjee
2019	J	`jnl`	Optimizing Multi-GPU Parallelization Strategies for Deep Learning Training. CoRR Saptadeep Pal, Eiman Ebrahimi, Arslan Zulfiqar, Yaosheng Fu, Victor Zhang, Szymon Migacz, David W. Nellans, Puneet Gupta
2019	J	`jnl`	Optimizing Multi-GPU Parallelization Strategies for Deep Learning Training. IEEE Micro Saptadeep Pal, Eiman Ebrahimi, Arslan Zulfiqar, Yaosheng Fu, Victor Zhang, Szymon Migacz, David W. Nellans, Puneet Gupta
2019	A*	`conf`	Translation ranger: operating system support for contiguity-aware TLBs. ISCA Zi Yan, Daniel Lustig, David W. Nellans, Abhishek Bhattacharjee
2019	A*	`conf`	Understanding the Future of Energy Efficiency in Multi-Module GPUs. HPCA Akhil Arunkumar, Evgeny Bolotin, David W. Nellans, Carole-Jean Wu
2018	A*	`conf`	Combining HW/SW Mechanisms to Improve NUMA Performance of Multi-GPU Systems. MICRO Vinson Young, Aamer Jaleel, Evgeny Bolotin, Eiman Ebrahimi, David W. Nellans, Oreste Villa
2017	A*	`conf`	Beyond the socket: NUMA-aware GPUs. MICRO Ugljesa Milic, Oreste Villa, Evgeny Bolotin, Akhil Arunkumar, Eiman Ebrahimi, Aamer Jaleel, Alex Ramírez, David W. Nellans
2017	A*	`conf`	MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability. ISCA Akhil Arunkumar, Evgeny Bolotin, Benjamin Y. Cho, Ugljesa Milic, Eiman Ebrahimi, Oreste Villa, Aamer Jaleel, Carole-Jean Wu, David W. Nellans
2016	A*	`conf`	Selective GPU caches to eliminate CPU-GPU HW cache coherence. HPCA Neha Agarwal, David W. Nellans, Eiman Ebrahimi, Thomas F. Wenisch, John Danskin, Stephen W. Keckler
2016	A*	`conf`	Towards high performance paged memory for GPUs. HPCA Tianhao Zheng, David W. Nellans, Arslan Zulfiqar, Mark Stephenson, Stephen W. Keckler
2015	J	`jnl`	Designing Efficient Heterogeneous Memory Architectures. IEEE Micro Evgeny Bolotin, David W. Nellans, Oreste Villa, Mike O'Connor, Alex Ramírez, Stephen W. Keckler
2015	A*	`conf`	Flexible software profiling of GPU architectures. ISCA Mark Stephenson, Siva Kumar Sastry Hari, Yunsup Lee, Eiman Ebrahimi, Daniel R. Johnson, David W. Nellans, Mike O'Connor, Stephen W. Keckler
2015	A*	`conf`	Page Placement Strategies for GPUs within Heterogeneous Memory Systems. ASPLOS Neha Agarwal, David W. Nellans, Mark Stephenson, Mike O'Connor, Stephen W. Keckler
2015	A*	`conf`	Unlocking bandwidth for GPUs in CC-NUMA systems. HPCA Neha Agarwal, David W. Nellans, Mike O'Connor, Stephen W. Keckler, Thomas F. Wenisch
2014	—	`—`	Improving Operating System and Hardware Interactions Through Co-Design. David W. Nellans
2014	A	`conf`	Scaling the Power Wall: A Path to Exascale. SC 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
2013	—	`conf`	Better flash access via shape-shifting virtual memory pages. TRIOS@SOSP Anirudh Badam, Vivek S. Pai, David W. Nellans
2013	Misc	`conf`	Linux block IO: introducing multi-queue SSD access on multi-core systems. SYSTOR Matias Bjørling, Jens Axboe, David W. Nellans, Philippe Bonnet
2012	J	`jnl`	Managing Data Placement in Memory Systems with Multiple Memory Controllers. Int. J. Parallel Program. Manu Awasthi, David W. Nellans, Kshitij Sudan, Rajeev Balasubramonian, Al Davis
2011	A*	`conf`	Beyond block I/O: Rethinking traditional storage primitives. HPCA Xiangyong Ouyang, David W. Nellans, Robert Wipfel, David Flynn, Dhabaleswar K. Panda
2011	B	`conf`	Prediction Based DRAM Row-Buffer Management in the Many-Core Era. PACT Manu Awasthi, David W. Nellans, Rajeev Balasubramonian, Al Davis
2010	B	`conf`	Handling the problems and opportunities posed by multiple on-chip memory controllers. PACT Manu Awasthi, David W. Nellans, Kshitij Sudan, Rajeev Balasubramonian, Al Davis
2010	B	`conf`	Hardware prediction of OS run-length for fine-grained resource customization. ISPASS David W. Nellans, Kshitij Sudan, Rajeev Balasubramonian, Erik Brunvand
2010	—	`conf`	Improving Server Performance on Multi-cores via Selective Off-Loading of OS Functionality. ISCA Workshops David W. Nellans, Kshitij Sudan, Erik Brunvand, Rajeev Balasubramonian
2010	A*	`conf`	Micro-pages: increasing DRAM efficiency with locality-aware data placement. ASPLOS Kshitij Sudan, Niladrish Chatterjee, David W. Nellans, Manu Awasthi, Rajeev Balasubramonian, Al Davis
2010	B	`conf`	SWEL: hardware cache coherence protocols to map shared data onto shared caches. PACT Seth H. Pugsley, Josef B. Spjut, David W. Nellans, Rajeev Balasubramonian
2009	J	`jnl`	OS execution on multi-cores: is out-sourcing worthwhile? ACM SIGOPS Oper. Syst. Rev. David W. Nellans, Rajeev Balasubramonian, Erik Brunvand
2004	—	`conf`	ARCS: an architectural level communication driven simulator. ACM Great Lakes Symposium on VLSI David W. Nellans, Vamshi Krishna Kadaru, Erik Brunvand