Heba Khdr

55 papers A* 9A 14B 1Misc 3Journal 21Unranked 6
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 J jnl
Accelerated Training on Low-Power Edge Devices.
CoRR
Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Heba Khdr, Osama Abboud, Ramin Khalili, Jörg Henkel
2025 J jnl
Accelerated Training on Low-Power Edge Devices.
Trans. Mach. Learn. Res.
Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Osama Abboud, Ramin Khalili, Heba Khdr, Jörg Henkel
2025 A* conf
Centralized Training and Decentralized Control through the Actor-Critic Paradigm for Highly Optimized Multicores.
DAC
Benedikt Dietrich, Heba Khdr, Jörg Henkel
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 J jnl
Efficient Zero-Order Federated Finetuning of Language Models for Resource-Constrained Devices.
CoRR
Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Ramin Khalili, Heba Khdr, Jörg Henkel
2025 A conf
Federated Reinforcement Learning for Optimizing the Power Efficiency of Edge Devices.
DATE
Benedikt Dietrich, Rasmus Müller-Both, Heba Khdr, Jörg Henkel
2025 A conf
Hardware/Software Co-Analysis for Worst Case Execution Time Bounds.
DATE
Can Joshua Lehmann, Lars Bauer, Hassan Nassar, Heba Khdr, Jörg Henkel
2025 A conf
Invited Paper: Hardware-Software Co-Design for Highly Optimized, Customized, and Reliable AI Systems.
ICCAD
Jörg Henkel, Mehdi B. Tahoori, Heba Khdr, Hassan Nassar, Vincent Meyers, Deming Chen, Selin Yildirim, Yingbing Huang, Nirmal R. Saxena, Saurabh Hukerikar, Srivi Dhruvanarayan
2025 Misc conf
Special Session - Hardware-Software Co-Design for Machine Learning Systems Made Open-Source.
CODES+ISSS
Mehdi B. Tahoori, Vincent Meyers, Mahboobe Sadeghipour Roodsari, Huashuangyang Xu, Jürgen Becker, Tanja Harbaum, Felix Frombach, Julian Höfer, Georgios Sotiropoulos, Jörg Henkel, Zeynep Demirdag, Heba Khdr, Hassan Nassar, Ulf Schlichtmann, Johannes Geier, Philipp van Kempen, Georg Sigl, Stefan Koegler, Matthias Probst, Jürgen Teich, Frank Hannig, Muhammad Sabih, Batuhan Sesli, Norbert Wehn, Lukas Steiner, Wolfgang Kunz, Mohamed Shelkamy Ali
2025 — conf
Towards the Optimization of Hardware Efficiency through Machine Learning.
ISVLSI
Heba Khdr, Mohammed Bakr Sikal, Benedikt Dietrich, Jörg Henkel
2024 — conf
An Open-Source Tool for Analyzing the Time Efficiency of Machine Learning on Edge Devices.
ICM
Heba Khdr, Yigit Oguz, 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
2024 J jnl
NPU-Accelerated Imitation Learning for Thermal Optimization of QoS-Constrained Heterogeneous Multi-Cores.
ACM Trans. Design Autom. Electr. Syst.
Martin Rapp, Heba Khdr, Nikita Krohmer, Jörg Henkel
2023 A conf
ATLAS: Aging-Aware Task Replication for Multicore Safety-Critical Systems.
RTAS
Mohsen Ansari, Sepideh Safari, Amir Yeganeh-Khaksar, Roozbeh Siyadatzadeh, Pourya Gohari-Nazari, Heba Khdr, Muhammad Shafique, Jörg Henkel, Alireza Ejlali
2023 A conf
Extended Abstract: Monitoring-based Thermal Management for Mixed-Criticality Systems.
DATE
Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Henkel, Ulf Schlichtmann
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 — conf
MonTM: Monitoring-Based Thermal Management for Mixed-Criticality Systems.
PARMA-DITAM
Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Henkel, Ulf Schlichtmann
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 J jnl
A Survey of Fault-Tolerance Techniques for Embedded Systems From the Perspective of Power, Energy, and Thermal Issues.
IEEE Access
Sepideh Safari, Mohsen Ansari, Heba Khdr, Pourya Gohari-Nazari, Sina Yari-Karin, Amir Yeganeh-Khaksar, Shaahin Hessabi, Alireza Ejlali, Jörg Henkel
2022 J jnl
An FPGA-based Approach to Evaluate Thermal and Resource Management Strategies of Many-core Processors.
ACM Trans. Archit. Code Optim.
Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Henkel, Ulf Schlichtmann
2022 J jnl
NPU-Accelerated Imitation Learning for Thermal Optimization of QoS-Constrained Heterogeneous Multi-Cores.
CoRR
Martin Rapp, Heba Khdr, Nikita Krohmer, Jörg Henkel
2022 A conf
NPU-Accelerated Imitation Learning for Thermal- and QoS-Aware Optimization of Heterogeneous Multi-Cores.
DATE
Martin Rapp, Nikita Krohmer, Heba Khdr, Jörg Henkel
2022 J jnl
Power-Aware Checkpointing for Multicore Embedded Systems.
IEEE Trans. Parallel Distributed Syst.
Mohsen Ansari, Sepideh Safari, Heba Khdr, Pourya Gohari-Nazari, Jörg Henkel, Alireza Ejlali, Shaahin Hessabi
2022 J jnl
TherMa-MiCs: Thermal-Aware Scheduling for Fault-Tolerant Mixed-Criticality Systems.
IEEE Trans. Parallel Distributed Syst.
Sepideh Safari, Heba Khdr, Pourya Gohari-Nazari, Mohsen Ansari, Shaahin Hessabi, 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
2022 J jnl
Thermal-Aware Standby-Sparing Technique on Heterogeneous Real-Time Embedded Systems.
IEEE Trans. Emerg. Top. Comput.
Mohsen Ansari, Sepideh Safari, Sina Yari-Karin, Pourya Gohari-Nazari, Heba Khdr, Muhammad Shafique, Jörg Henkel, Alireza Ejlali
2021 A conf
Long Short-Term Memory Neural Network-based Power Forecasting of Multi-Core Processors.
DATE
Mark Sagi, Martin Rapp, Heba Khdr, Yizhe Zhang, Nael Fasfous, Nguyen Anh Vu Doan, Thomas Wild, Jörg Henkel, Andreas Herkersdorf
2021 A* conf
SmartBoost: Lightweight ML-Driven Boosting for Thermally-Constrained Many-Core Processors.
DAC
Martin Rapp, Mohammed Bakr Sikal, Heba Khdr, Jörg Henkel
2020 J jnl
Combinatorial Auctions for Temperature-Constrained Resource Management in Manycores.
IEEE Trans. Parallel Distributed Syst.
Heba Khdr, Muhammad Shafique, Santiago Pagani, Andreas Herkersdorf, Jörg Henkel
2020 — conf
Comparative Framework for the Analysis of Thermal and Resource Management Algorithms for Multi-Core Architectures.
ISQED
Moeez Akmal, Muhammad Sarmad Saeed, Muhammad Usama Sardar, Hareem Shafi, Osman Hasan, Heba Khdr, Jörg Henkel
2019 J jnl
Dynamic Guardband Selection: Thermal-Aware Optimization for Unreliable Multi-Core Systems.
IEEE Trans. Computers
Heba Khdr, Hussam Amrouch, Jörg Henkel
2019 — —
Resource Management for Multicores to Optimize Performance under Temperature and Aging Constraints.
Heba Khdr
2019 A conf
Smart Thermal Management for Heterogeneous Multicores.
DATE
Jörg Henkel, Heba Khdr, Martin Rapp
2019 A conf
Thermally Composable Hybrid Application Mapping for Real-Time Applications in Heterogeneous Many-Core Systems.
RTSS
Behnaz Pourmohseni, Fedor Smirnov, Heba Khdr, Stefan Wildermann, Jürgen Teich, Jörg Henkel
2018 J jnl
Aging-Aware Boosting.
IEEE Trans. Computers
Heba Khdr, Hussam Amrouch, Jörg Henkel
2018 A* conf
Aging-constrained performance optimization for multi cores.
DAC
Heba Khdr, Hussam Amrouch, Jörg Henkel
2018 J jnl
Chapter Four - Dark Silicon Aware Resource Management for Many-Core Systems.
Adv. Comput.
Heba Khdr, Santiago Pagani, Muhammad Shafique, Jörg Henkel
2018 A* conf
QoS-aware stochastic power management for many-cores.
DAC
Anuj Pathania, Heba Khdr, Muhammad Shafique, Tulika Mitra, Jörg Henkel
2017 J jnl
Power Density-Aware Resource Management for Heterogeneous Tiled Multicores.
IEEE Trans. Computers
Heba Khdr, Santiago Pagani, Éricles Sousa, Vahid Lari, Anuj Pathania, Frank Hannig, Muhammad Shafique, Jürgen Teich, Jörg Henkel
2017 A conf
Scalable probabilistic power budgeting for many-cores.
DATE
Anuj Pathania, Heba Khdr, Muhammad Shafique, Tulika Mitra, Jörg Henkel
2017 J jnl
Thermal Safe Power (TSP): Efficient Power Budgeting for Heterogeneous Manycore Systems in Dark Silicon.
IEEE Trans. Computers
Santiago Pagani, Heba Khdr, Jian-Jia Chen, Muhammad Shafique, Minming Li, Jörg Henkel
2016 J jnl
Dark silicon management: an integrated and coordinated cross-layer approach.
it Inf. Technol.
Santiago Pagani, Lars Bauer, Qingqing Chen, Elisabeth Glocker, Frank Hannig, Andreas Herkersdorf, Heba Khdr, Anuj Pathania, Ulf Schlichtmann, Doris Schmitt-Landsiedel, Mark Sagi, Éricles Sousa, Philipp Wagner, Volker Wenzel, Thomas Wild, Jörg Henkel
2016 A conf
Towards performance and reliability-efficient computing in the dark silicon era.
DATE
Jörg Henkel, Santiago Pagani, Heba Khdr, Florian Kriebel, Semeen Rehman, Muhammad Shafique
2015 — conf
Dark Silicon: From Computation to Communication.
NOCS
Jörg Henkel, Haseeb Bokhari, Siddharth Garg, Muhammad Usman Karim Khan, Heba Khdr, Florian Kriebel, Ümit Y. Ogras, Sri Parameswaran, Muhammad Shafique
2015 A* conf
New trends in dark silicon.
DAC
Jörg Henkel, Heba Khdr, Santiago Pagani, Muhammad Shafique
2015 A* conf
Thermal constrained resource management for mixed ILP-TLP workloads in dark silicon chips.
DAC
Heba Khdr, Santiago Pagani, Muhammad Shafique, Jörg Henkel
2015 Misc conf
seBoost: Selective boosting for heterogeneous manycores.
CODES+ISSS
Santiago Pagani, Muhammad Shafique, Heba Khdr, Jian-Jia Chen, Jörg Henkel
2014 B conf
Peak Power Management for scheduling real-time tasks on heterogeneous many-core systems.
ICPADS
Waqaas Munawar, Heba Khdr, Santiago Pagani, Muhammad Shafique, Jian-Jia Chen, Jörg Henkel
2014 Misc conf
TSP: Thermal Safe Power - Efficient power budgeting for many-core systems in dark silicon.
CODES+ISSS
Santiago Pagani, Heba Khdr, Waqaas Munawar, Jian-Jia Chen, Muhammad Shafique, Minming Li, Jörg Henkel
2014 A conf
mDTM: Multi-objective dynamic thermal management for on-chip systems.
DATE
Heba Khdr, Thomas Ebi, Muhammad Shafique, Hussam Amrouch, Jörg Henkel
2013 — conf
Thermal management for dependable on-chip systems.
ASP-DAC
Jörg Henkel, Thomas Ebi, Hussam Amrouch, Heba Khdr