Eiman Ebrahimi

According to our database, Eiman Ebrahimi authored at least 27 papers between 2006 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture.

Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu

Proc. VLDB Endow., 2021

PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses.

Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-Mei W. Hwu

CoRR, 2021

SiP-ML: high-bandwidth optical network interconnects for machine learning training.

Mehrdad Khani Shirkoohi, Manya Ghobadi, Mohammad Alizadeh, Ziyi Zhu, Madeleine Glick, Keren Bergman, Amin Vahdat, Benjamin Klenk, Eiman Ebrahimi

Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

2020

EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs.

Seungwon Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, Wen-Mei Hwu

Proc. VLDB Endow., 2020

Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020.

Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-mei W. Hwu

CoRR, 2020

Planaria: Dynamic Architecture Fission for Spatial Multi-Tenant Acceleration of Deep Neural Networks.

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

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

At-Scale Sparse Deep Neural Network Inference With Efficient GPU Implementation.

Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-Mei Hwu

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

2019

DUCATI: High-performance Address Translation by Extending TLB Reach of GPU-accelerated Systems.

Aamer Jaleel, Eiman Ebrahimi, Sam Duncan

ACM Trans. Archit. Code Optim., 2019

Optimizing Multi-GPU Parallelization Strategies for Deep Learning Training.

Saptadeep Pal, Eiman Ebrahimi, Arslan Zulfiqar, Yaosheng Fu, Victor Zhang, Szymon Migacz, David W. Nellans, Puneet Gupta

IEEE Micro, 2019

2018

Combining HW/SW Mechanisms to Improve NUMA Performance of Multi-GPU Systems.

Vinson Young, Aamer Jaleel, Evgeny Bolotin, Eiman Ebrahimi, David W. Nellans, Oreste Villa

Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

A Case for Richer Cross-Layer Abstractions: Bridging the Semantic Gap with Expressive Memory.

Nandita Vijaykumar, Abhilasha Jain, Diptesh Majumdar, Kevin Hsieh, Gennady Pekhimenko, Eiman Ebrahimi, Nastaran Hajinazar, Phillip B. Gibbons, Onur Mutlu

Proceedings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture, 2018

The Locality Descriptor: A Holistic Cross-Layer Abstraction to Express Data Locality In GPUs.

Nandita Vijaykumar, Eiman Ebrahimi, Kevin Hsieh, Phillip B. Gibbons, Onur Mutlu

Proceedings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture, 2018

2017

Beyond the socket: NUMA-aware GPUs.

Ugljesa Milic, Oreste Villa, Evgeny Bolotin, Akhil Arunkumar, Eiman Ebrahimi, Aamer Jaleel, Alex Ramírez, David W. Nellans

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability.

Akhil Arunkumar, Evgeny Bolotin, Benjamin Y. Cho, Ugljesa Milic, Eiman Ebrahimi, Oreste Villa, Aamer Jaleel, Carole-Jean Wu, David W. Nellans

Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017

2016

Transparent Offloading and Mapping (TOM): Enabling Programmer-Transparent Near-Data Processing in GPU Systems.

Kevin Hsieh, Eiman Ebrahimi, Gwangsun Kim, Niladrish Chatterjee, Mike O'Connor, Nandita Vijaykumar, Onur Mutlu, Stephen W. Keckler

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Accelerating Dependent Cache Misses with an Enhanced Memory Controller.

Milad Hashemi, Khubaib, Eiman Ebrahimi, Onur Mutlu, Yale N. Patt

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Selective GPU caches to eliminate CPU-GPU HW cache coherence.

Neha Agarwal, David W. Nellans, Eiman Ebrahimi, Thomas F. Wenisch, John Danskin, Stephen W. Keckler

Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016

2015

Flexible software profiling of GPU architectures.

Mark Stephenson, Siva Kumar Sastry Hari, Yunsup Lee, Eiman Ebrahimi, Daniel R. Johnson, David W. Nellans, Mike O'Connor, Stephen W. Keckler

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

2012

Fairness via Source Throttling: A Configurable and High-Performance Fairness Substrate for Multicore Memory Systems.

Eiman Ebrahimi, Chang Joo Lee, Onur Mutlu, Yale N. Patt

ACM Trans. Comput. Syst., 2012

Energy Savings via Dead Sub-Block Prediction.

Marco A. Z. Alves, Khubaib, Eiman Ebrahimi, Veynu Narasiman, Carlos Villavieja, Philippe Olivier Alexandre Navaux, Yale N. Patt

Proceedings of the IEEE 24th International Symposium on Computer Architecture and High Performance Computing, 2012

Predicting Performance Impact of DVFS for Realistic Memory Systems.

Rustam Miftakhutdinov, Eiman Ebrahimi, Yale N. Patt

Proceedings of the 45th Annual IEEE/ACM International Symposium on Microarchitecture, 2012

2011

Parallel application memory scheduling.

Eiman Ebrahimi, Rustam Miftakhutdinov, Chris Fallin, Chang Joo Lee, José A. Joao, Onur Mutlu, Yale N. Patt

Proceedings of the 44rd Annual IEEE/ACM International Symposium on Microarchitecture, 2011

Prefetch-aware shared resource management for multi-core systems.

Eiman Ebrahimi, Chang Joo Lee, Onur Mutlu, Yale N. Patt

Proceedings of the 38th International Symposium on Computer Architecture (ISCA 2011), 2011

2010

Fairness via source throttling: a configurable and high-performance fairness substrate for multi-core memory systems.

Eiman Ebrahimi, Chang Joo Lee, Onur Mutlu, Yale N. Patt

Proceedings of the 15th International Conference on Architectural Support for Programming Languages and Operating Systems, 2010

2009

Coordinated control of multiple prefetchers in multi-core systems.

Eiman Ebrahimi, Onur Mutlu, Chang Joo Lee, Yale N. Patt

Proceedings of the 42st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-42 2009), 2009

Techniques for bandwidth-efficient prefetching of linked data structures in hybrid prefetching systems.

Eiman Ebrahimi, Onur Mutlu, Yale N. Patt

Proceedings of the 15th International Conference on High-Performance Computer Architecture (HPCA-15 2009), 2009

2006

DCim++: a C++ library for object oriented hardware design and distributed simulation.

Hadi Esmaeilzadeh, A. Moghimi, Eiman Ebrahimi, Caro Lucas, Zainalabedin Navabi, A. M. Fakhraie

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006