Mohammed Bakr Sikal

12 papers A* 4A 2Journal 4Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
ARDiS: A Portable and Unified Resource Management Framework in Real Hardware Systems.
ACM Trans. Design Autom. Electr. Syst.
Mohammed Bakr Sikal, Jeferson González-Gómez, Andreas Noebel, Heba Khdr, Jörg Henkel
2025 — —
Cache Contention-Aware System-Level Resource Optimization on Clustered Multicores using Machine Learning.
Mohammed Bakr Sikal
2025 A* conf
Contention-Aware Forecasting of Energy Efficiency through Sequence-Based Models in Modern Heterogeneous Processors.
DAC
Mohammed Bakr Sikal, Jeferson González-Gómez, Heba Khdr, Jörg Henkel
2025 — conf
Towards the Optimization of Hardware Efficiency through Machine Learning.
ISVLSI
Heba Khdr, Mohammed Bakr Sikal, Benedikt Dietrich, Jörg Henkel
2024 J jnl
Balancing Security and Efficiency: System-Informed Mitigation of Power-Based Covert Channels.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jeferson González-Gómez, Mohammed Bakr Sikal, Heba Khdr, Lars Bauer, Jörg Henkel
2024 J jnl
Heterogeneous Accelerator Design for Multi-DNN Workloads via Heuristic Optimization.
IEEE Embed. Syst. Lett.
Konstantinos Balaskas, Heba Khdr, Mohammed Bakr Sikal, Fabian Kreß, Kostas Siozios, Jürgen Becker, Jörg Henkel
2024 J jnl
ML-Based Thermal and Cache Contention Alleviation on Clustered Manycores With 3-D HBM.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mohammed Bakr Sikal, Heba Khdr, Lokesh Siddhu, Jörg Henkel
2024 A conf
Multi-Agent Reinforcement Learning for Thermally-Restricted Performance Optimization on Manycores.
DATE
Heba Khdr, Mustafa Enes Batur, Kanran Zhou, Mohammed Bakr Sikal, Jörg Henkel
2023 A* conf
Machine Learning-based Thermally-Safe Cache Contention Mitigation in Clustered Manycores.
DAC
Mohammed Bakr Sikal, Heba Khdr, Martin Rapp, Jörg Henkel
2023 A* conf
Smart Detection of Obfuscated Thermal Covert Channel Attacks in Many-core Processors.
DAC
Jeferson González-Gómez, Mohammed Bakr Sikal, Heba Khdr, Lars Bauer, Jörg Henkel
2022 A conf
Thermal- and Cache-Aware Resource Management based on ML- Driven Cache Contention Prediction.
DATE
Mohammed Bakr Sikal, Heba Khdr, Martin Rapp, Jörg Henkel
2021 A* conf
SmartBoost: Lightweight ML-Driven Boosting for Thermally-Constrained Many-Core Processors.
DAC
Martin Rapp, Mohammed Bakr Sikal, Heba Khdr, Jörg Henkel