Mohammed Baydoun

According to our database, Mohammed Baydoun authored at least 16 papers between 2011 and 2026.

Collaborative distances:

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

2026

Are We There Yet? Predicting if Executing Applications are Near Completion.

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

Proceedings of the 17th ACM/SPEC International Conference on Performance Engineering, 2026

OASIS: Optimal Allocation Strategy for Inference Services in Cloud Environments.

Viyom Mittal, Mohammed Baydoun, Alok Mishra, Pavana Prakash, Gourav Rattihalli, Aditya Dhakal, Eitan Frachtenberg, Izzat El Hajj, Michalis Faloutsos, Dejan S. Milojicic

Proceedings of the Companion of the 17th ACM/SPEC International Conference on Performance Engineering, 2026

Variability-Guided Performance Optimization.

Eitan Frachtenberg, Viyom Mittal, Mohammed Baydoun, Aditya Dhakal, Izzat El Hajj, Dejan S. Milojicic

Proceedings of the 17th ACM/SPEC International Conference on Performance Engineering, 2026

2025

Serverless Graph Analytics on Multi-Instance GPU.

Mohammad Sonji, Mohammed Baydoun, Aditya Dhakal, Gourav Rattihalli, Dejan S. Milojicic, Izzat El Hajj

Proceedings of the 2025 IEEE International Parallel and Distributed Processing Symposium, 2025

Predicting Performance Variability.

Mohammed Baydoun, Mohammad Sonji, Pedro Bruel, Dejan S. Milojicic, Eitan Frachtenberg, Izzat El Hajj

Proceedings of the 2025 IEEE International Parallel and Distributed Processing Symposium, 2025

2023

Predicting the Performance-Cost Trade-off of Applications Across Multiple Systems.

Amir Nassereldine, Safaa Diab, Mohammed Baydoun, Kenneth Leach, Maxim Alt, Dejan S. Milojicic, Izzat El Hajj

Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

2021

Detection and classification of landmines using machine learning applied to metal detector data.

Lise Safatly, Mohammed Baydoun, Masoud Alipour, Ali Al-Takach, Karim Atab, Mohammed Al-Husseini, Ali El-Hajj, Hassan Ghaziri

J. Exp. Theor. Artif. Intell., 2021

A Novel Feature Importance Based Layer to Improve Neural Networks.

Mohammed Baydoun, Hassan Ghaziri

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Analysis of heart sound anomalies using ensemble learning.

Mohammed Baydoun, Lise Safatly, Hassan Ghaziri, Ali El-Hajj

Biomed. Signal Process. Control., 2020

2018

CPU and GPU parallelized kernel K-means.

Mohammed Baydoun, Hassan Ghaziri, Mohammed Al-Husseini

J. Supercomput., 2018

Towards distributed acceleration of image processing applications using reconfigurable active SSD clusters: a case study of seismic data analysis.

Mageda Sharafeddine, Hmayag Partamian, Mariette Awad, Mazen A. R. Saghir, Haitham Akkary, Hassan Artail, Hazem M. Hajj, Mohammed Baydoun

Int. J. High Perform. Comput. Netw., 2018

2016

Enhanced parallel implementation of the K-Means clustering algorithm.

Mohammed Baydoun, Mohammad Dawi, Hassan Ghaziri

Proceedings of the 3rd International Conference on Advances in Computational Tools for Engineering Applications, 2016

2015

Confluence of pattern recognition and signal processing: application of Al-Alaoui pattern recognition algorithm to digital filters design.

Mohamad Adnan Al-Alaoui, Mohammed Baydoun, Elias Yaacoub

IET Signal Process., 2015

2014

Enhancing Stereo Matching With Classification.

Mohammed Baydoun, Mohamad Adnan Al-Alaoui

IEEE Access, 2014

2013

Parallel edge detection based on digital differentiator approximation.

Mohammed Baydoun, Mohamad Adnan Al-Alaoui, Rony Ferzli

Proceedings of the Third International Conference on Communications and Information Technology, 2013

2011

Gauss-Newton image registration with CUDA.

Manal Jalloul, Mohammed Baydoun, Mohamad Adnan Al-Alaoui

Proceedings of the 18th IEEE International Conference on Electronics, Circuits and Systems, 2011