Ehsan Yousefzadeh-Asl-Miandoab

11 papers Journal 4Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
GPU Memory and Utilization Estimation for Training-Aware Resource Management: Opportunities and Limitations.
EuroMLSys@EuroSys
Ehsan Yousefzadeh-Asl-Miandoab, Reza Karimzadeh, Danyal Yorulmaz, Bulat Ibragimov, Pinar Tözün
2026 J jnl
GPU Memory and Utilization Estimation for Training-Aware Resource Management: Opportunities and Limitations.
CoRR
Ehsan Yousefzadeh-Asl-Miandoab, Reza Karimzadeh, Danyal Yorulmaz, Bulat Ibragimov, Pinar Tözün
2026 — conf
Where the Time Goes: Analysis of a Public LLM Serving System.
EuroMLSys@EuroSys
Büsra Karatay Demiray, Ehsan Yousefzadeh-Asl-Miandoab, Benoît Garbinato, Pinar Tözün, Pamela Delgado
2025 J jnl
CARMA: Collocation-Aware Resource Manager with GPU Memory Estimator.
CoRR
Ehsan Yousefzadeh-Asl-Miandoab, Reza Karimzadeh, Bulat Ibragimov, Florina M. Ciorba, Pinar Tözün
2025 — conf
DP-Morph: Improving the Privacy-Utility-Performance Trade-off for Differentially Private OCT Segmentation.
AISec@CCS
Shiva Parsarad, Ehsan Yousefzadeh-Asl-Miandoab, Raheleh Kafieh, Pinar Tözün, Florina M. Ciorba, Isabel Wagner
2025 — conf
PiMPiC: An Overlap-Aware Contrastive Learning Framework for 3D Patch-Based Medical Image Segmentation.
DEMI@MICCAI
Reza Karimzadeh, Ehsan Yousefzadeh-Asl-Miandoab, Hossein Arabi, Pinar Tözün, Bulat Ibragimov
2024 — conf
An Analysis of Collocation on GPUs for Deep Learning Training.
EuroMLSys@EuroSys
Ties Robroek, Ehsan Yousefzadeh-Asl-Miandoab, Pinar Tözün
2023 — conf
Data Management and Visualization for Benchmarking Deep Learning Training Systems.
DEEM@SIGMOD
Ties Robroek, Aaron Duane, Ehsan Yousefzadeh-Asl-Miandoab, Pinar Tözün
2023 — conf
Profiling and Monitoring Deep Learning Training Tasks.
EuroMLSys@EuroSys
Ehsan Yousefzadeh-Asl-Miandoab, Ties Robroek, Pinar Tözün
2022 J jnl
NURA: A Framework for Supporting Non-Uniform Resource Accesses in GPUs.
Proc. ACM Meas. Anal. Comput. Syst.
Sina Darabi, Negin Mahani, Hazhir Bakhishi, Ehsan Yousefzadeh-Asl-Miandoab, Mohammad Sadrosadati, Hamid Sarbazi-Azad
2022 J jnl
OSM: Off-Chip Shared Memory for GPUs.
IEEE Trans. Parallel Distributed Syst.
Sina Darabi, Ehsan Yousefzadeh-Asl-Miandoab, Negar Akbarzadeh, Hajar Falahati, Pejman Lotfi-Kamran, Mohammad Sadrosadati, Hamid Sarbazi-Azad