Eiman Ebrahimi

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 21

Top Topics

Graphics Processors

Cpu Implementation

Top Venues

Proc. VLDB Endow.

Publications

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) (2021)
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 (2021)
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 (2021)
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)
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)
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 (2020)
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 (2020)
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)
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) (2020)
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 (2019)
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) (2019)
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) (2019)
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)
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)
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)
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)
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)
Milad Hashemi, Khubaib, Eiman Ebrahimi, Onur Mutlu, Yale N. Patt
Accelerating Dependent Cache Misses with an Enhanced Memory Controller. ISCA (2016)
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)
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)
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)
Rustam Miftakhutdinov, Eiman Ebrahimi, Yale N. Patt
Predicting Performance Impact of DVFS for Realistic Memory Systems. MICRO (2012)
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)
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) (2012)
Eiman Ebrahimi, Chang Joo Lee, Onur Mutlu, Yale N. Patt
Prefetch-aware shared resource management for multi-core systems. ISCA (2011)
Eiman Ebrahimi, Rustam Miftakhutdinov, Chris Fallin, Chang Joo Lee, José A. Joao, Onur Mutlu, Yale N. Patt
Parallel application memory scheduling. MICRO (2011)
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)
Eiman Ebrahimi, Onur Mutlu, Chang Joo Lee, Yale N. Patt
Coordinated control of multiple prefetchers in multi-core systems. MICRO (2009)
Eiman Ebrahimi, Onur Mutlu, Yale N. Patt
Techniques for bandwidth-efficient prefetching of linked data structures in hybrid prefetching systems. HPCA (2009)
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)