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2020 – today
- 2021
[j5]Seungwon Min, Kun Wu
, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu:
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture. Proc. VLDB Endow. 14(11): 2087-2100 (2021)- [c20]Mehrdad Khani Shirkoohi, Manya Ghobadi, Mohammad Alizadeh, Ziyi Zhu, Madeleine Glick, Keren Bergman, Amin Vahdat, Benjamin Klenk, Eiman Ebrahimi:
SiP-ML: high-bandwidth optical network interconnects for machine learning training. SIGCOMM 2021: 657-675 - [i5]Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-Mei W. Hwu:
PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses. CoRR abs/2101.07956 (2021) - [i4]Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-Mei W. Hwu:
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture. CoRR abs/2103.03330 (2021) - 2020
- [j4]Seungwon Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, Wen-Mei Hwu:
EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs. Proc. VLDB Endow. 14(2): 114-127 (2020) - [c19]Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-Mei Hwu:
At-Scale Sparse Deep Neural Network Inference With Efficient GPU Implementation. HPEC 2020: 1-7 - [c18]Soroush Ghodrati, Byung Hoon Ahn, Joon Kyung Kim, Sean Kinzer, Brahmendra Reddy Yatham, Navateja Alla, Hardik Sharma, Mohammad Alian, Eiman Ebrahimi, Nam Sung Kim, Cliff Young, Hadi Esmaeilzadeh:
Planaria: Dynamic Architecture Fission for Spatial Multi-Tenant Acceleration of Deep Neural Networks. MICRO 2020: 681-697 - [i3]Seungwon Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, Wen-Mei W. Hwu:
EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs. CoRR abs/2006.06890 (2020) - [i2]Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-mei W. Hwu:
Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020. CoRR abs/2007.14152 (2020)
2010 – 2019
- 2019
- [j3]Saptadeep Pal, Eiman Ebrahimi, Arslan Zulfiqar, Yaosheng Fu, Victor Zhang, Szymon Migacz, David W. Nellans, Puneet Gupta:
Optimizing Multi-GPU Parallelization Strategies for Deep Learning Training. IEEE Micro 39(5): 91-101 (2019) - [j2]Aamer Jaleel, Eiman Ebrahimi, Sam Duncan:
DUCATI: High-performance Address Translation by Extending TLB Reach of GPU-accelerated Systems. ACM Trans. Archit. Code Optim. 16(1): 6:1-6:24 (2019) - [i1]Saptadeep Pal, Eiman Ebrahimi, Arslan Zulfiqar, Yaosheng Fu, Victor Zhang, Szymon Migacz, David W. Nellans, Puneet Gupta:
Optimizing Multi-GPU Parallelization Strategies for Deep Learning Training. CoRR abs/1907.13257 (2019) - 2018
- [c17]Nandita Vijaykumar, Abhilasha Jain, Diptesh Majumdar, Kevin Hsieh, Gennady Pekhimenko, Eiman Ebrahimi, Nastaran Hajinazar, Phillip B. Gibbons, Onur Mutlu:
A Case for Richer Cross-Layer Abstractions: Bridging the Semantic Gap with Expressive Memory. ISCA 2018: 207-220 - [c16]Nandita Vijaykumar, Eiman Ebrahimi, Kevin Hsieh, Phillip B. Gibbons, Onur Mutlu:
The Locality Descriptor: A Holistic Cross-Layer Abstraction to Express Data Locality In GPUs. ISCA 2018: 829-842 - [c15]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
- [c14]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 - [c13]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 - 2016
- [c12]Neha Agarwal, David W. Nellans, Eiman Ebrahimi, Thomas F. Wenisch, John Danskin, Stephen W. Keckler:
Selective GPU caches to eliminate CPU-GPU HW cache coherence. HPCA 2016: 494-506 - [c11]Kevin Hsieh, Eiman Ebrahimi, Gwangsun Kim, Niladrish Chatterjee, Mike O'Connor, Nandita Vijaykumar, Onur Mutlu, Stephen W. Keckler:
Transparent Offloading and Mapping (TOM): Enabling Programmer-Transparent Near-Data Processing in GPU Systems. ISCA 2016: 204-216 - [c10]Milad Hashemi, Khubaib, Eiman Ebrahimi, Onur Mutlu, Yale N. Patt:
Accelerating Dependent Cache Misses with an Enhanced Memory Controller. ISCA 2016: 444-455 - 2015
- [c9]Mark Stephenson, Siva Kumar Sastry Hari, Yunsup Lee, Eiman Ebrahimi, Daniel R. Johnson, David W. Nellans, Mike O'Connor, Stephen W. Keckler:
Flexible software profiling of GPU architectures. ISCA 2015: 185-197 - 2012
- [j1]Eiman Ebrahimi, Chang Joo Lee, Onur Mutlu, Yale N. Patt:
Fairness via Source Throttling: A Configurable and High-Performance Fairness Substrate for Multicore Memory Systems. ACM Trans. Comput. Syst. 30(2): 7:1-7:35 (2012) - [c8]Rustam Miftakhutdinov, Eiman Ebrahimi, Yale N. Patt:
Predicting Performance Impact of DVFS for Realistic Memory Systems. MICRO 2012: 155-165 - [c7]Marco A. Z. Alves, Khubaib, Eiman Ebrahimi, Veynu Narasiman, Carlos Villavieja, Philippe Olivier Alexandre Navaux, Yale N. Patt:
Energy Savings via Dead Sub-Block Prediction. SBAC-PAD 2012: 51-58 - 2011
- [c6]Eiman Ebrahimi, Chang Joo Lee, Onur Mutlu, Yale N. Patt:
Prefetch-aware shared resource management for multi-core systems. ISCA 2011: 141-152 - [c5]Eiman Ebrahimi, Rustam Miftakhutdinov, Chris Fallin, Chang Joo Lee, José A. Joao, Onur Mutlu, Yale N. Patt:
Parallel application memory scheduling. MICRO 2011: 362-373 - 2010
- [c4]Eiman Ebrahimi, Chang Joo Lee, Onur Mutlu, Yale N. Patt:
Fairness via source throttling: a configurable and high-performance fairness substrate for multi-core memory systems. ASPLOS 2010: 335-346
2000 – 2009
- 2009
- [c3]Eiman Ebrahimi, Onur Mutlu, Yale N. Patt:
Techniques for bandwidth-efficient prefetching of linked data structures in hybrid prefetching systems. HPCA 2009: 7-17 - [c2]Eiman Ebrahimi, Onur Mutlu, Chang Joo Lee, Yale N. Patt:
Coordinated control of multiple prefetchers in multi-core systems. MICRO 2009: 316-326 - 2006
- [c1]Hadi Esmaeilzadeh, A. Moghimi, Eiman Ebrahimi, Caro Lucas, Zainalabedin Navabi, A. M. Fakhraie:
DCim++: a C++ library for object oriented hardware design and distributed simulation. ISCAS 2006
Coauthor Index
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