Mohammed Bakr Sikal

  • Haid-und-Neu-Str. 7
    Bldg. 07.21
    76131 Karlsruhe

Publications

Journals
Konstantinos Balaskas, Heba Khdr, Mohammed Bakr Sikal, Fabian Kreß, Kostas Siozios, Jürgen Becker, Jörg Henkel
Heterogeneous Accelerator Design for Multi-DNN Workloads via Heuristic Optimization
in Embedded Systems Letters (ESL, Volume 16, Issue4), ESWEEK24 Special Edition, DOI, PDF, Dec 2024.
Jeferson Gonzalez-Gomez, Mohammed Bakr Sikal, Lars Bauer, Heba Khdr, Jörg Henkel
Balancing Security and Efficiency: System-Informed Mitigation of Power-Based Covert Channels
in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD, Volume 43, Issue 11), DOI, PDF, Nov 2024.
Mohammed Bakr Sikal, Heba Khdr, Lokesh Siddhu, Jörg Henkel
ML-Based Thermal and Cache Contention Alleviation on Clustered Manycores with 3-D HBM
in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD, Volume 43, Issue 11), DOI, PDF, Nov 2024.
Conferences
Heba Khdr, Mustafa Enes Batur, Kanran Zhou, Mohammed Bakr Sikal and Jörg Henkel
Multi-Agent Reinforcement Learning for Thermally-Restricted Performance Optimization in Manycores
in Design, Automation and Test in Europe Conference (DATE'24), PDF, Mar 25 - 27 2024.
Jeferson Gonzalez-Gomez, Mohammed Bakr Sikal, Heba Khdr, Lars Bauer, Jörg Henkel
Smart Detection of Obfuscated Thermal Covert Channel Attacks in Many-core Processors
in 60th Design Automation Conference (DAC), San Francisco, DOI, PDF, Jul 9-13 2023.
Mohammed Bakr Sikal, Heba Khdr, Martin Rapp, Jörg Henkel
Machine Learning-based Thermally-Safe Cache Contention Mitigation in Clustered Manycores
in 60th Design Automation Conference (DAC), San Francisco, DOI, PDF, Jul 9-13 2023.
Mohammed Bakr Sikal, Heba Khdr, Martin Rapp, Jörg Henkel
Thermal- and Cache-Aware Resource Management based on ML-Driven Cache Contention Prediction
in IEEE/ACM 25th Design, Automation and Test in Europe Conference (DATE'22), Antwerp, Belgium, DOI, PDF, Mar 14-23 2022.
Martin Rapp, Mohammed Bakr Sikal, Heba Khdr, Jörg Henkel
SmartBoost: Lightweight ML-Driven Boosting for Thermally-Constrained Many-Core Processors
in 58th Design Automation Conference (DAC), San Francisco, DOI, PDF, Dec 5-9 2021.
Books / Book Chapter
Nidhi Anantharajaiah, Tamim Asfour, Michael Bader, Lars Bauer, Jürgen Becker, Simon Bischof, Marcel Brand, Hans-Joachim Bungartz, Christian Eichler, Khalil Esper, Joachim Falk, Nael Fasfous, Felix Freiling, Andreas Fried, Michael Gerndt, Michael Glaß, Jeferson Gonzalez, Frank Hannig, Christian Heidorn, Jörg Henkel, Andreas Herkersdorf, Benedict Herzog, Jophin John, Timo Hönig, Felix Hundhausen, Heba Khdr, Tobias Langer, Oliver Lenke, Fabian Lesniak, Alexander Lindermayr, Alexandra Listl, Sebastian Maier, Nicole Megow, Marcel Mettler, Daniel Müller-Gritschneder, Hassan Nassar, Fabian Paus, Alexander Pöppl, Behnaz Pourmohseni, Jonas Rabenstein, Phillip Raffeck, Martin Rapp, Santiago Narváez Rivas, Mark Sagi, Franziska Schirrmacher, Ulf Schlichtmann, Florian Schmaus, Wolfgang Schröder-Preikschat, Tobias Schwarzer, Mohammed Bakr Sikal, Bertrand Simon, Gregor Snelting, Jan Spieck, Akshay Srivatsa, Walter Stechele, Jürgen Teich, Furkan Turan, Isaías A. Comprés Ureña, Ingrid Verbauwhede, Dominik Walter, Thomas Wild, Stefan Wildermann, Mario Wille, Michael Witterauf, Li Zhang
Invasive Computing
in FAU University Press (Editors: Jürgen Teich, Jörg Henkel, Andreas Herkersdorf), DOI, PDF, Aug 2022.

Student Theses

Available Theses

Abbreviation: B - Bachelor Thesis, M - Master Thesis


TopicType of workMentor
Multi-Agent Reinforcement Learning for Many-Core Thermal Management (PDF) MKhdr, Heba / Sikal, Mohammed Bakr
Finished Projects
NameType of workTitleMentorCompletion date
Gouda, Adham Mahmoud YakoutBachelor thesisDesign and Development of an Integrated Platform for Warehouse Management Systems and Remote Forklift Operation Sikal, Bakr2024-09-06
Fritz, SamuelMaster thesisML-based resource management on real hardwareSikal, Bakr / Khdr, Heba2024-03-31
Steiner, DanielMaster thesisMachine Learning / Thermal Modeling / Resource Management in ManycoresMohammed Bakr Sikal and Heba Khdr2024-03-31
Shokeir, OmarBachelor thesisThermal Modeling of Multicore ProcessorsSikal, Bakr2023-09-30
Al Khiati, Mohamed AdnaneBachelor thesisML-based Resource Management in 3D ProcessorsSikal, Bakr2023-09-30
Dietrich, BenediktMaster thesisReinforcement Learning for Many-Core Power-Thermal ManagementKhdr, Heba / Sikal, Bakr2023-08-01