Ehsan Yousefzadeh-Asl-Miandoab

According to our database, Ehsan Yousefzadeh-Asl-Miandoab authored at least 10 papers between 2022 and 2026.

Collaborative distances:

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

2026

GPU Memory and Utilization Estimation for Training-Aware Resource Management: Opportunities and Limitations.

Ehsan Yousefzadeh-Asl-Miandoab, Reza Karimzadeh, Danyal Yorulmaz, Bulat Ibragimov, Pinar Tözün

Proceedings of the Sixth European Workshop on Machine Learning and Systems, EuroMLSys 2026, 2026

Where the Time Goes: Analysis of a Public LLM Serving System.

Büsra Karatay Demiray, Ehsan Yousefzadeh-Asl-Miandoab, Benoît Garbinato, Pinar Tözün, Pamela Delgado

Proceedings of the Sixth European Workshop on Machine Learning and Systems, EuroMLSys 2026, 2026

2025

CARMA: Collocation-Aware Resource Manager with GPU Memory Estimator.

Ehsan Yousefzadeh-Asl-Miandoab, Reza Karimzadeh, Bulat Ibragimov, Florina M. Ciorba, Pinar Tözün

CoRR, August, 2025

PiMPiC: An Overlap-Aware Contrastive Learning Framework for 3D Patch-Based Medical Image Segmentation.

Reza Karimzadeh, Ehsan Yousefzadeh-Asl-Miandoab, Hossein Arabi, Pinar Tözün, Bulat Ibragimov

Proceedings of the Data Engineering in Medical Imaging - Third MICCAI Workshop, 2025

DP-Morph: Improving the Privacy-Utility-Performance Trade-off for Differentially Private OCT Segmentation.

Shiva Parsarad, Ehsan Yousefzadeh-Asl-Miandoab, Raheleh Kafieh, Pinar Tözün, Florina M. Ciorba, Isabel Wagner

Proceedings of the 18th ACM Workshop on Artificial Intelligence and Security, 2025

2024

An Analysis of Collocation on GPUs for Deep Learning Training.

Ties Robroek, Ehsan Yousefzadeh-Asl-Miandoab, Pinar Tözün

Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

2023

Profiling and Monitoring Deep Learning Training Tasks.

Ehsan Yousefzadeh-Asl-Miandoab, Ties Robroek, Pinar Tözün

Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023

Data Management and Visualization for Benchmarking Deep Learning Training Systems.

Ties Robroek, Aaron Duane, Ehsan Yousefzadeh-Asl-Miandoab, Pinar Tözün

Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, 2023

2022

OSM: Off-Chip Shared Memory for GPUs.

Sina Darabi, Ehsan Yousefzadeh-Asl-Miandoab, Negar Akbarzadeh, Hajar Falahati, Pejman Lotfi-Kamran, Mohammad Sadrosadati, Hamid Sarbazi-Azad

IEEE Trans. Parallel Distributed Syst., 2022

NURA: A Framework for Supporting Non-Uniform Resource Accesses in GPUs.

Sina Darabi, Negin Mahani, Hazhir Baxishi, Ehsan Yousefzadeh, Mohammad Sadrosadati, Hamid Sarbazi-Azad

Proceedings of the SIGMETRICS/PERFORMANCE '22: ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, Mumbai, India, June 6, 2022