Mohammed Baydoun

17 papers B 4Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2026 B conf
Are We There Yet? Predicting if Executing Applications are Near Completion.
ICPE
Mohammad Sonji, Mohammed Baydoun, Safaa Diab, Amir Nassereldine, Pedro Bruel, Aditya Dhakal, Rolando Pablo Hong Enriquez, Gourav Rattihalli, Diman Zad Tootaghaj, Gallig Renaud, Barbara M. Chapman, Fatima K. Abu Salem, Eitan Frachtenberg, Dejan S. Milojicic, Izzat El Hajj
2026 — conf
OASIS: Optimal Allocation Strategy for Inference Services in Cloud Environments.
ICPE Companion
Viyom Mittal, Mohammed Baydoun, Alok Mishra, Pavana Prakash, Gourav Rattihalli, Aditya Dhakal, Eitan Frachtenberg, Izzat El Hajj, Michalis Faloutsos, Dejan S. Milojicic
2026 B conf
Variability-Guided Performance Optimization.
ICPE
Eitan Frachtenberg, Viyom Mittal, Mohammed Baydoun, Aditya Dhakal, Izzat El Hajj, Dejan S. Milojicic
2025 — conf
Predicting Performance Variability.
IPDPS (Workshops)
Mohammed Baydoun, Mohammad Sonji, Pedro Bruel, Dejan S. Milojicic, Eitan Frachtenberg, Izzat El Hajj
2025 — conf
Serverless Graph Analytics on Multi-Instance GPU.
IPDPS (Workshops)
Mohammad Sonji, Mohammed Baydoun, Aditya Dhakal, Gourav Rattihalli, Dejan S. Milojicic, Izzat El Hajj
2023 B conf
Predicting the Performance-Cost Trade-off of Applications Across Multiple Systems.
CCGrid
Amir Nassereldine, Safaa Diab, Mohammed Baydoun, Kenneth Leach, Maxim Alt, Dejan S. Milojicic, Izzat El Hajj
2023 J jnl
Predicting the Performance-Cost Trade-off of Applications Across Multiple Systems.
CoRR
Amir Nassereldine, Safaa Diab, Mohammed Baydoun, Kenneth Leach, Maxim Alt, Dejan S. Milojicic, Izzat El Hajj
2021 B conf
A Novel Feature Importance Based Layer to Improve Neural Networks.
IJCNN
Mohammed Baydoun, Hassan Ghaziri
2021 J jnl
Detection and classification of landmines using machine learning applied to metal detector data.
J. Exp. Theor. Artif. Intell.
Lise Safatly, Mohammed Baydoun, Masoud Alipour, Ali Al-Takach, Karim Atab, Mohammed Al-Husseini, Ali El-Hajj, Hassan Ghaziri
2020 J jnl
Analysis of heart sound anomalies using ensemble learning.
Biomed. Signal Process. Control.
Mohammed Baydoun, Lise Safatly, Hassan Ghaziri, Ali El-Hajj
2018 J jnl
CPU and GPU parallelized kernel K-means.
J. Supercomput.
Mohammed Baydoun, Hassan Ghaziri, Mohammed Al-Husseini
2018 J jnl
Towards distributed acceleration of image processing applications using reconfigurable active SSD clusters: a case study of seismic data analysis.
Int. J. High Perform. Comput. Netw.
Mageda Sharafeddine, Hmayag Partamian, Mariette Awad, Mazen A. R. Saghir, Haitham Akkary, Hassan Artail, Hazem M. Hajj, Mohammed Baydoun
2016 — conf
Enhanced parallel implementation of the K-Means clustering algorithm.
ACTEA
Mohammed Baydoun, Mohammad Dawi, Hassan Ghaziri
2015 J jnl
Confluence of pattern recognition and signal processing: application of Al-Alaoui pattern recognition algorithm to digital filters design.
IET Signal Process.
Mohamad Adnan Al-Alaoui, Mohammed Baydoun, Elias Yaacoub
2014 J jnl
Enhancing Stereo Matching With Classification.
IEEE Access
Mohammed Baydoun, Mohamad Adnan Al-Alaoui
2013 — conf
Parallel edge detection based on digital differentiator approximation.
ICCIT
Mohammed Baydoun, Mohamad Adnan Al-Alaoui, Rony Ferzli
2011 — conf
Gauss-Newton image registration with CUDA.
ICECS
Manal Jalloul, Mohammed Baydoun, Mohamad Adnan Al-Alaoui