Mohammed Bakr Sikal

According to our database, Mohammed Bakr Sikal authored at least 11 papers between 2021 and 2025.

Collaborative distances:

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

2025

Cache Contention-Aware System-Level Resource Optimization on Clustered Multicores using Machine Learning.

Mohammed Bakr Sikal

PhD thesis, 2025

Towards the Optimization of Hardware Efficiency through Machine Learning.

Heba Khdr, Mohammed Bakr Sikal, Benedikt Dietrich, Jörg Henkel

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2025

Contention-Aware Forecasting of Energy Efficiency through Sequence-Based Models in Modern Heterogeneous Processors.

Mohammed Bakr Sikal, Jeferson González-Gómez, Heba Khdr, Jörg Henkel

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

2024

Heterogeneous Accelerator Design for Multi-DNN Workloads via Heuristic Optimization.

Konstantinos Balaskas, Heba Khdr, Mohammed Bakr Sikal, Fabian Kreß, Kostas Siozios, Jürgen Becker, Jörg Henkel

IEEE Embed. Syst. Lett., December, 2024

ML-Based Thermal and Cache Contention Alleviation on Clustered Manycores With 3-D HBM.

Mohammed Bakr Sikal, Heba Khdr, Lokesh Siddhu, Jörg Henkel

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

Balancing Security and Efficiency: System-Informed Mitigation of Power-Based Covert Channels.

Jeferson González-Gómez, Mohammed Bakr Sikal, Heba Khdr, Lars Bauer, Jörg Henkel

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

Multi-Agent Reinforcement Learning for Thermally-Restricted Performance Optimization on Manycores.

Heba Khdr, Mustafa Enes Batur, Kanran Zhou, Mohammed Bakr Sikal, Jörg Henkel

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Machine Learning-based Thermally-Safe Cache Contention Mitigation in Clustered Manycores.

Mohammed Bakr Sikal, Heba Khdr, Martin Rapp, Jörg Henkel

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Smart Detection of Obfuscated Thermal Covert Channel Attacks in Many-core Processors.

Jeferson González-Gómez, Mohammed Bakr Sikal, Heba Khdr, Lars Bauer, Jörg Henkel

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Thermal- and Cache-Aware Resource Management based on ML- Driven Cache Contention Prediction.

Mohammed Bakr Sikal, Heba Khdr, Martin Rapp, Jörg Henkel

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

SmartBoost: Lightweight ML-Driven Boosting for Thermally-Constrained Many-Core Processors.

Martin Rapp, Mohammed Bakr Sikal, Heba Khdr, Jörg Henkel

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021