Eiman Ebrahimi

30 papers A* 17C 2Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture. CoRR Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu
2021	J	`jnl`	Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture. Proc. VLDB Endow. Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu
2021	J	`jnl`	PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses. CoRR Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu
2021	A*	`conf`	SiP-ML: high-bandwidth optical network interconnects for machine learning training. SIGCOMM Mehrdad Khani Shirkoohi, Manya Ghobadi, Mohammad Alizadeh, Ziyi Zhu, Madeleine Glick, Keren Bergman, Amin Vahdat, Benjamin Klenk, Eiman Ebrahimi
2020	—	`conf`	At-Scale Sparse Deep Neural Network Inference With Efficient GPU Implementation. HPEC Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-Mei Hwu
2020	J	`jnl`	EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs. CoRR Seungwon Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, Wen-mei W. Hwu
2020	J	`jnl`	EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs. Proc. VLDB Endow. Seungwon Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, Wen-Mei Hwu
2020	J	`jnl`	Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020. CoRR Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-mei W. Hwu
2020	A*	`conf`	Planaria: Dynamic Architecture Fission for Spatial Multi-Tenant Acceleration of Deep Neural Networks. MICRO 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
2019	J	`jnl`	DUCATI: High-performance Address Translation by Extending TLB Reach of GPU-accelerated Systems. ACM Trans. Archit. Code Optim. Aamer Jaleel, Eiman Ebrahimi, Sam Duncan
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
2018	A*	`conf`	A Case for Richer Cross-Layer Abstractions: Bridging the Semantic Gap with Expressive Memory. ISCA Nandita Vijaykumar, Abhilasha Jain, Diptesh Majumdar, Kevin Hsieh, Gennady Pekhimenko, Eiman Ebrahimi, Nastaran Hajinazar, Phillip B. Gibbons, Onur Mutlu
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
2018	A*	`conf`	The Locality Descriptor: A Holistic Cross-Layer Abstraction to Express Data Locality In GPUs. ISCA Nandita Vijaykumar, Eiman Ebrahimi, Kevin Hsieh, Phillip B. Gibbons, Onur Mutlu
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`	Accelerating Dependent Cache Misses with an Enhanced Memory Controller. ISCA Milad Hashemi, Khubaib, Eiman Ebrahimi, Onur Mutlu, Yale N. Patt
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`	Transparent Offloading and Mapping (TOM): Enabling Programmer-Transparent Near-Data Processing in GPU Systems. ISCA Kevin Hsieh, Eiman Ebrahimi, Gwangsun Kim, Niladrish Chatterjee, Mike O'Connor, Nandita Vijaykumar, Onur Mutlu, 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
2012	C	`conf`	Energy Savings via Dead Sub-Block Prediction. SBAC-PAD Marco A. Z. Alves, Khubaib, Eiman Ebrahimi, Veynu Narasiman, Carlos Villavieja, Philippe Olivier Alexandre Navaux, Yale N. Patt
2012	J	`jnl`	Fairness via Source Throttling: A Configurable and High-Performance Fairness Substrate for Multicore Memory Systems. ACM Trans. Comput. Syst. Eiman Ebrahimi, Chang Joo Lee, Onur Mutlu, Yale N. Patt
2012	A*	`conf`	Predicting Performance Impact of DVFS for Realistic Memory Systems. MICRO Rustam Miftakhutdinov, Eiman Ebrahimi, Yale N. Patt
2011	A*	`conf`	Parallel application memory scheduling. MICRO Eiman Ebrahimi, Rustam Miftakhutdinov, Chris Fallin, Chang Joo Lee, José A. Joao, Onur Mutlu, Yale N. Patt
2011	A*	`conf`	Prefetch-aware shared resource management for multi-core systems. ISCA Eiman Ebrahimi, Chang Joo Lee, Onur Mutlu, Yale N. Patt
2010	A*	`conf`	Fairness via source throttling: a configurable and high-performance fairness substrate for multi-core memory systems. ASPLOS Eiman Ebrahimi, Chang Joo Lee, Onur Mutlu, Yale N. Patt
2009	A*	`conf`	Coordinated control of multiple prefetchers in multi-core systems. MICRO Eiman Ebrahimi, Onur Mutlu, Chang Joo Lee, Yale N. Patt
2009	A*	`conf`	Techniques for bandwidth-efficient prefetching of linked data structures in hybrid prefetching systems. HPCA Eiman Ebrahimi, Onur Mutlu, Yale N. Patt
2006	C	`conf`	DCim++: a C++ library for object oriented hardware design and distributed simulation. ISCAS Hadi Esmaeilzadeh, A. Moghimi, Eiman Ebrahimi, Caro Lucas, Zainalabedin Navabi, A. M. Fakhraie