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ORCIDHeba Khdr
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2020 – today
- 2025
[i3]Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Ramin Khalili, Heba Khdr, Jörg Henkel:
Efficient Zero-Order Federated Finetuning of Language Models for Resource-Constrained Devices. CoRR abs/2502.10239 (2025)- [i2]Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Heba Khdr, Osama Abboud, Ramin Khalili, Jörg Henkel:
Accelerated Training on Low-Power Edge Devices. CoRR abs/2502.18323 (2025) - 2024
- [j16]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. IEEE Embed. Syst. Lett. 16(4): 317-320 (2024) - [j15]Jeferson González-Gómez, Mohammed Bakr Sikal, Heba Khdr, Lars Bauer, Jörg Henkel:
Balancing Security and Efficiency: System-Informed Mitigation of Power-Based Covert Channels. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 3395-3406 (2024) - [j14]Mohammed Bakr Sikal, Heba Khdr, Lokesh Siddhu, Jörg Henkel:
ML-Based Thermal and Cache Contention Alleviation on Clustered Manycores With 3-D HBM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 3614-3625 (2024) - [j13]Martin Rapp, Heba Khdr, Nikita Krohmer, Jörg Henkel:
NPU-Accelerated Imitation Learning for Thermal Optimization of QoS-Constrained Heterogeneous Multi-Cores. ACM Trans. Design Autom. Electr. Syst. 29(1): 16:1-16:23 (2024) - [c26]Heba Khdr, Mustafa Enes Batur, Kanran Zhou, Mohammed Bakr Sikal, Jörg Henkel:
Multi-Agent Reinforcement Learning for Thermally-Restricted Performance Optimization on Manycores. DATE 2024: 1-6 - [c25]Heba Khdr, Yigit Oguz, Jörg Henkel:
An Open-Source Tool for Analyzing the Time Efficiency of Machine Learning on Edge Devices. ICM 2024: 1-6 - 2023
- [c24]Jeferson González-Gómez, Mohammed Bakr Sikal, Heba Khdr, Lars Bauer, Jörg Henkel:
Smart Detection of Obfuscated Thermal Covert Channel Attacks in Many-core Processors. DAC 2023: 1-6 - [c23]Mohammed Bakr Sikal, Heba Khdr, Martin Rapp, Jörg Henkel:
Machine Learning-based Thermally-Safe Cache Contention Mitigation in Clustered Manycores. DAC 2023: 1-6 - [c22]Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Henkel, Ulf Schlichtmann:
Extended Abstract: Monitoring-based Thermal Management for Mixed-Criticality Systems. DATE 2023: 1-2 - [c21]Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Henkel, Ulf Schlichtmann:
MonTM: Monitoring-Based Thermal Management for Mixed-Criticality Systems. PARMA-DITAM 2023: 5:1-5:12 - [c20]Mohsen Ansari, Sepideh Safari, Amir Yeganeh-Khaksar, Roozbeh Siyadatzadeh, Pourya Gohari-Nazari, Heba Khdr, Muhammad Shafique, Jörg Henkel, Alireza Ejlali:
ATLAS: Aging-Aware Task Replication for Multicore Safety-Critical Systems. RTAS 2023: 223-234 - 2022
- [j12]Sepideh Safari, Mohsen Ansari, Heba Khdr, Pourya Gohari-Nazari, Sina Yari-Karin, Amir Yeganeh-Khaksar, Shaahin Hessabi, Alireza Ejlali, Jörg Henkel:
A Survey of Fault-Tolerance Techniques for Embedded Systems From the Perspective of Power, Energy, and Thermal Issues. IEEE Access 10: 12229-12251 (2022) - [j11]Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Henkel, Ulf Schlichtmann:
An FPGA-based Approach to Evaluate Thermal and Resource Management Strategies of Many-core Processors. ACM Trans. Archit. Code Optim. 19(3): 31:1-31:24 (2022) - [j10]Mohsen Ansari, Sepideh Safari, Sina Yari-Karin, Pourya Gohari-Nazari, Heba Khdr, Muhammad Shafique, Jörg Henkel, Alireza Ejlali:
Thermal-Aware Standby-Sparing Technique on Heterogeneous Real-Time Embedded Systems. IEEE Trans. Emerg. Top. Comput. 10(4): 1883-1897 (2022) - [j9]Sepideh Safari, Heba Khdr, Pourya Gohari-Nazari, Mohsen Ansari, Shaahin Hessabi, Jörg Henkel:
TherMa-MiCs: Thermal-Aware Scheduling for Fault-Tolerant Mixed-Criticality Systems. IEEE Trans. Parallel Distributed Syst. 33(7): 1678-1694 (2022) - [j8]Mohsen Ansari, Sepideh Safari, Heba Khdr, Pourya Gohari-Nazari, Jörg Henkel, Alireza Ejlali, Shaahin Hessabi:
Power-Aware Checkpointing for Multicore Embedded Systems. IEEE Trans. Parallel Distributed Syst. 33(10): 4410-4424 (2022) - [c19]Martin Rapp, Nikita Krohmer, Heba Khdr, Jörg Henkel:
NPU-Accelerated Imitation Learning for Thermal- and QoS-Aware Optimization of Heterogeneous Multi-Cores. DATE 2022: 584-587 - [c18]Mohammed Bakr Sikal, Heba Khdr, Martin Rapp, Jörg Henkel:
Thermal- and Cache-Aware Resource Management based on ML- Driven Cache Contention Prediction. DATE 2022: 1384-1388 - [i1]Martin Rapp, Heba Khdr, Nikita Krohmer, Jörg Henkel:
NPU-Accelerated Imitation Learning for Thermal Optimization of QoS-Constrained Heterogeneous Multi-Cores. CoRR abs/2206.05459 (2022) - 2021
- [c17]Martin Rapp, Mohammed Bakr Sikal, Heba Khdr, Jörg Henkel:
SmartBoost: Lightweight ML-Driven Boosting for Thermally-Constrained Many-Core Processors. DAC 2021: 265-270 - [c16]Mark Sagi, Martin Rapp, Heba Khdr, Yizhe Zhang, Nael Fasfous, Nguyen Anh Vu Doan, Thomas Wild, Jörg Henkel, Andreas Herkersdorf:
Long Short-Term Memory Neural Network-based Power Forecasting of Multi-Core Processors. DATE 2021: 1685-1690 - 2020
- [j7]Heba Khdr, Muhammad Shafique, Santiago Pagani, Andreas Herkersdorf, Jörg Henkel:
Combinatorial Auctions for Temperature-Constrained Resource Management in Manycores. IEEE Trans. Parallel Distributed Syst. 31(7): 1605-1620 (2020) - [c15]Moeez Akmal, Muhammad Sarmad Saeed, Muhammad Usama Sardar, Hareem Shafi, Osman Hasan, Heba Khdr, Jörg Henkel:
Comparative Framework for the Analysis of Thermal and Resource Management Algorithms for Multi-Core Architectures. ISQED 2020: 421-425
2010 – 2019
- 2019
- [b1]Heba Khdr:
Resource Management for Multicores to Optimize Performance under Temperature and Aging Constraints. Karlsruhe Institute of Technology, Germany, 2019 - [j6]Heba Khdr, Hussam Amrouch, Jörg Henkel:
Dynamic Guardband Selection: Thermal-Aware Optimization for Unreliable Multi-Core Systems. IEEE Trans. Computers 68(1): 53-66 (2019) - [c14]Jörg Henkel, Heba Khdr, Martin Rapp:
Smart Thermal Management for Heterogeneous Multicores. DATE 2019: 132-137 - [c13]Behnaz Pourmohseni, Fedor Smirnov, Heba Khdr, Stefan Wildermann, Jürgen Teich, Jörg Henkel:
Thermally Composable Hybrid Application Mapping for Real-Time Applications in Heterogeneous Many-Core Systems. RTSS 2019: 220-232 - 2018
- [j5]Heba Khdr, Santiago Pagani, Muhammad Shafique, Jörg Henkel:
Chapter Four - Dark Silicon Aware Resource Management for Many-Core Systems. Adv. Comput. 110: 127-170 (2018) - [j4]Heba Khdr, Hussam Amrouch, Jörg Henkel:
Aging-Aware Boosting. IEEE Trans. Computers 67(9): 1217-1230 (2018) - [c12]Heba Khdr, Hussam Amrouch, Jörg Henkel:
Aging-constrained performance optimization for multi cores. DAC 2018: 63:1-63:6 - [c11]Anuj Pathania, Heba Khdr, Muhammad Shafique, Tulika Mitra, Jörg Henkel:
QoS-aware stochastic power management for many-cores. DAC 2018: 69:1-69:6 - 2017
- [j3]Santiago Pagani, Heba Khdr, Jian-Jia Chen, Muhammad Shafique, Minming Li, Jörg Henkel:
Thermal Safe Power (TSP): Efficient Power Budgeting for Heterogeneous Manycore Systems in Dark Silicon. IEEE Trans. Computers 66(1): 147-162 (2017) - [j2]Heba Khdr, Santiago Pagani, Éricles Sousa, Vahid Lari, Anuj Pathania, Frank Hannig, Muhammad Shafique, Jürgen Teich, Jörg Henkel:
Power Density-Aware Resource Management for Heterogeneous Tiled Multicores. IEEE Trans. Computers 66(3): 488-501 (2017) - [c10]Anuj Pathania, Heba Khdr, Muhammad Shafique, Tulika Mitra, Jörg Henkel:
Scalable probabilistic power budgeting for many-cores. DATE 2017: 864-869 - 2016
- [j1]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:
Dark silicon management: an integrated and coordinated cross-layer approach. it Inf. Technol. 58(6): 297-307 (2016) - [c9]Jörg Henkel, Santiago Pagani, Heba Khdr, Florian Kriebel, Semeen Rehman, Muhammad Shafique:
Towards performance and reliability-efficient computing in the dark silicon era. DATE 2016: 1-6 - 2015
- [c8]Santiago Pagani, Muhammad Shafique, Heba Khdr, Jian-Jia Chen, Jörg Henkel:
seBoost: Selective boosting for heterogeneous manycores. CODES+ISSS 2015: 104-113 - [c7]Jörg Henkel, Heba Khdr, Santiago Pagani, Muhammad Shafique:
New trends in dark silicon. DAC 2015: 119:1-119:6 - [c6]Heba Khdr, Santiago Pagani, Muhammad Shafique, Jörg Henkel:
Thermal constrained resource management for mixed ILP-TLP workloads in dark silicon chips. DAC 2015: 179:1-179:6 - [c5]Jörg Henkel, Haseeb Bokhari, Siddharth Garg, Muhammad Usman Karim Khan, Heba Khdr, Florian Kriebel, Ümit Y. Ogras, Sri Parameswaran, Muhammad Shafique:
Dark Silicon: From Computation to Communication. NOCS 2015: 23:1-23:8 - 2014
- [c4]Santiago Pagani, Heba Khdr, Waqaas Munawar, Jian-Jia Chen, Muhammad Shafique, Minming Li, Jörg Henkel:
TSP: Thermal Safe Power - Efficient power budgeting for many-core systems in dark silicon. CODES+ISSS 2014: 10:1-10:10 - [c3]Heba Khdr, Thomas Ebi, Muhammad Shafique, Hussam Amrouch, Jörg Henkel:
mDTM: Multi-objective dynamic thermal management for on-chip systems. DATE 2014: 1-6 - [c2]Waqaas Munawar, Heba Khdr, Santiago Pagani, Muhammad Shafique, Jian-Jia Chen, Jörg Henkel:
Peak Power Management for scheduling real-time tasks on heterogeneous many-core systems. ICPADS 2014: 200-209 - 2013
- [c1]Jörg Henkel, Thomas Ebi, Hussam Amrouch, Heba Khdr:
Thermal management for dependable on-chip systems. ASP-DAC 2013: 113-118
Coauthor Index
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