Ahmed E. Helal

According to our database, Ahmed E. Helal authored at least 15 papers between 2015 and 2025.

Collaborative distances:

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

2025

ReLATE: Learning Efficient Sparse Encoding for High-Performance Tensor Decomposition.

Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Yongseok Soh, Jesmin Jahan Tithi, Fabrizio Petrini, Jee W. Choi

CoRR, September, 2025

Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation.

Jan Laukemann, Ahmed E. Helal, S. Isaac Geronimo Anderson, Fabio Checconi, Yongseok Soh, Jesmin Jahan Tithi, Teresa M. Ranadive, Brian J. Gravelle, Fabrizio Petrini, Jee W. Choi

IEEE Trans. Parallel Distributed Syst., May, 2025

2023

Dynamic Tensor Linearization and Time Slicing for Efficient Factorization of Infinite Data Streams.

Yongseok Soh, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

Efficient, out-of-memory sparse MTTKRP on massively parallel architectures.

Andy Nguyen, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Yongseok Soh, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi

Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

2021

ALTO: adaptive linearized storage of sparse tensors.

Ahmed E. Helal, Jan Laukemann, Fabio Checconi, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jeewhan Choi

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

2020

Automated Runtime Analysis and Adaptation for Scalable Heterogeneous Computing.

Ahmed E. Helal

PhD thesis, 2020

2019

Adaptive Task Aggregation for High-Performance Sparse Solvers on GPUs.

Ahmed E. Helal, Ashwin M. Aji, Michael L. Chu, Bradford M. Beckmann, Wu-chun Feng

Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018

A Composable Workflow for Productive Heterogeneous Computing on FPGAs via Whole-Program Analysis and Transformation.

Paul Sathre, Ahmed E. Helal, Wu-chun Feng

Proceedings of the 2018 International Conference on ReConFigurable Computing and FPGAs, 2018

Exploring FPGA-specific Optimizations for Irregular OpenCL Applications.

Mohamed W. Hassan, Ahmed E. Helal, Peter M. Athanas, Wu-Chun Feng, Yasser Y. Hanafy

Proceedings of the 2018 International Conference on ReConFigurable Computing and FPGAs, 2018

CommAnalyzer: automated estimation of communication cost and scalability on HPC clusters from sequential code.

Ahmed E. Helal, Changhee Jung, Wu-chun Feng, Yasser Y. Hanafy

Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018

2017

AutoMatch: An automated framework for relative performance estimation and workload distribution on heterogeneous HPC systems.

Ahmed E. Helal, Wu-chun Feng, Changhee Jung, Yasser Y. Hanafy

Proceedings of the 2017 IEEE International Symposium on Workload Characterization, 2017

2016

MetaMorph: a library framework for interoperable kernels on multi- and many-core clusters.

Ahmed E. Helal, Paul Sathre, Wu-chun Feng

Proceedings of the International Conference for High Performance Computing, 2016

Bridging the Performance-Programmability Gap for FPGAs via OpenCL: A Case Study with OpenDwarfs.

Konstantinos Krommydas, Ahmed E. Helal, Anshuman Verma, Wu-chun Feng

Proceedings of the 24th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2016

2015

High Performance Sparse LU Solver FPGA Accelerator Using a Static Synchronous Data Flow Model.

Mohamed W. Hassan, Ahmed E. Helal, Yasser Y. Hanafy

Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

Parallel circuit simulation using the direct method on a heterogeneous cloud.

Ahmed E. Helal, Amr M. Bayoumi, Yasser Y. Hanafy

Proceedings of the 52nd Annual Design Automation Conference, 2015