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PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference
A Ankit, I El Hajj, SR Chalamalasetti, G Ndu, M Foltin, RS Williams, ...
Architecture Support for Programming Languages and Operating Systems (ASPLOS), 2019
5082019
Parallel K-clique Counting on GPUs
M Almasri, I El Hajj, R Nagi, J Xiong, W Hwu
ACM International Conference on Supercomputing (ICS), 2022
1432022
Benchmarking a new paradigm: Experimental analysis and characterization of a real processing-in-memory system
J Gómez-Luna, I El Hajj, I Fernandez, C Giannoula, GF Oliveira, O Mutlu
IEEE Access 10, 52565-52608, 2022
1282022
Chai: Collaborative Heterogeneous Applications for Integrated-architectures
J Gómez-Luna, I El Hajj, LW Chang, V García-Floresz, SG de Gonzalo, ...
International Symposium on Performance Analysis of Systems and Software …, 2017
1242017
PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-efficient ReRAM
A Ankit, I El Hajj, SR Chalamalasetti, S Agarwal, M Marinella, M Foltin, ...
IEEE Transactions on Computers, 2020
1012020
Benchmarking a new paradigm: An experimental analysis of a real processing-in-memory architecture
J Gómez-Luna, IE Hajj, I Fernandez, C Giannoula, GF Oliveira, O Mutlu
arXiv preprint arXiv:2105.03814, 2021
922021
Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-in-Memory Hardware
J Gómez-Luna, I El Hajj, I Fernandez, C Giannoula, GF Oliveira, O Mutlu
International Green and Sustainable Computing Conference (IGSC), 2021
812021
SpaceJMP: Programming with Multiple Virtual Address Spaces
I El Hajj, A Merritt, G Zellweger, D Milojicic, R Achermann, P Faraboschi, ...
Architecture Support for Programming Languages and Operating Systems (ASPLOS), 2016
642016
KLAP: Kernel Launch Aggregation and Promotion for Optimizing Dynamic Parallelism
I El Hajj, J Gómez-Luna, C Li, LW Chang, D Milojicic, W Hwu
International Symposium on Microarchitecture (MICRO), 2016
512016
Mixed Precision Quantization for ReRAM-based DNN Inference Accelerators
S Huang, A Ankit, P Silveira, R Antunes, SR Chalamalasetti, I El Hajj, ...
Asia and South Pacific Design Automation Conference (ASP-DAC), 2021
492021
Analysis and Modeling of Collaborative Execution Strategies for Heterogeneous CPU-FPGA Architectures
S Huang, LW Chang, I El Hajj, SG De Gonzalo, J Gómez-Luna, ...
International Conference on Performance Engineering (ICPE), 2019
472019
Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning
J Ambrosi, A Ankit, R Antunes, SR Chalamalasetti, S Chatterjee, I El Hajj, ...
International Conference on Rebooting Computing (ICRC), 2018
432018
A framework for high-throughput sequence alignment using real processing-in-memory systems
S Diab, A Nassereldine, M Alser, J Gómez Luna, O Mutlu, I El Hajj
Bioinformatics 39 (5), btad155, 2023
402023
Locality-centric Thread Scheduling for Bulk-synchronous Programming Models on CPU Architectures
HS Kim, I El Hajj, J Stratton, S Lumetta, WM Hwu
International Symposium on Code Generation and Optimization (CGO), 2015
322015
High-throughput Pairwise Alignment with the Wavefront Algorithm using Processing-in-Memory
S Diab, A Nassereldine, M Alser, JG Luna, O Mutlu, I El Hajj
International Workshop on High Performance Computational Biology (HiCOMB), 2022
282022
Programming Massively Parallel Processors: A Hands-on Approach
W Hwu, DB Kirk, I El Hajj
Morgan Kaufmann, 2022
272022
Collaborative Computing for Heterogeneous Integrated Systems
LW Chang, J Gómez-Luna, I El Hajj, S Huang, D Chen, W Hwu
Short Paper: International Conference on Performance Engineering (ICPE), 2017
272017
Efficient Kernel Synthesis for Performance Portable Programming
LW Chang, I El Hajj, C Rodrigues, J Gómez-Luna, W Hwu
International Symposium on Microarchitecture (MICRO), 2016
272016
Rebooting the data access hierarchy of computing systems
WH Wen-mei, I El Hajj, SG De Gonzalo, C Pearson, NS Kim, D Chen, ...
2017 IEEE International Conference on Rebooting Computing (ICRC), 2017
252017
KTrussExplorer: Exploring the Design Space of K-truss Decomposition Optimizations on GPUs
S Diab, MG Olabi, I El Hajj
High Performance Extreme Computing Conference (HPEC), 2020
192020
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