
Dr.-Ing. Heba Khdr
- Research Group Leader
- room: B2-311.1
- phone: +49 721 608-45172
- fax: +49 721 608-43962
- heba khdrMwh1∂kit edu
- Haid-und-Neu-Str. 7
Bldg. 07.21
76131 Karlsruhe
Short Bio
Heba Khdr received her Ph.D. (Dr.-Ing.) in Computer Science from Karlsruhe Institute of Technology (KIT) in July 2018 under the supervision of Prof. Jörg Henkel.
Mrs. Khdr received her B. Sc in Computer Science from Aleppo University in Syria, with excellent grade and the first rank.
She is currently a research group leader at the Chair for Embedded Systems (CES) at KIT.
Her main research interests are resource management techniques that consider power, temperature and aging issues in embedded processors.
Awards
HiPEAC Paper Award (European Network of Excellence on High Performance and Embedded Architecture and Compilation) for "Aging-Constrained Performance Optimization for Multi Cores ", in the 5nd ACM/EDAC/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, June 2018. |
HiPEAC Paper Award (European Network of Excellence on High Performance and Embedded Architecture and Compilation) for "QoS-Aware Stochastic Power Management for Many-Cores ", in the 55nd ACM/EDAC/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, June 2018. |
HiPEAC Paper Award (European Network of Excellence on High Performance and Embedded Architecture and Compilation) for "New Trends in Dark Silicon", in the 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, June 2015. |
HiPEAC Paper Award (European Network of Excellence on High Performance and Embedded Architecture and Compilation) for "Thermal Constrained Resource Management for Mixed ILP-TLP Workloads in Dark Silicon Chips", in the 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, June 2015. |
Best Paper Award for "TSP: Thermal Safe Power - Efficient power budgeting for Many-Core Systems in Dark Silicon", in IEEE/ACM International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), New Delhi, India, October 2014. |
Research Student Award, 2012, KIT-Karlsruhe Institute of Technology |
Top Student Award, 2005, University of Aleppo, Syria |
Research Interests
- Thermal Management for Multi-Core Systems
- Software Engineering for Multi-Core/Many-Core Systems
Teaching
- Lecture: Design and architectures of embedded systems (ES2)
- Seminar: Performance Optimization for Multicore Chips
- Seminar: Machine Learning for resource management techniques
- Master Thesis: Machine Learning-based Resource Management for Many-Core Processors
Publications
Journals |
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Behnaz Pourmohseni, Michael Glaß, Jörg Henkel, Heba Khdr, Martin Rapp, Valentina Richthammer, Tobias Schwarzer, Fedor Smirnov, Jan Spieck, Jürgen Teich, Andreas Weichslgartner, Stefan Wildermann Hybrid Application Mapping for Composable Many-Core Systems: Overview and Future Perspective Journal of Low Power Electronics and Applications (Vol. 10, Issue 4), DOI, PDF, Nov 2020. Heba Khdr, Muhammad Shafique, Santiago Pagani, Andreas Herkersdorf, Jörg Henkel Combinatorial Auctions for Temperature-Constrained Resource Management in Manycores in IEEE Transactions on Parallel and Distributed Systems (TPDS), DOI, PDF, Jul 2020. Heba Khdr, Hussam Amrouch and Jörg Henkel Dynamic Guardband Selection: Thermal-Aware Optimization for Unreliable Multi-Core Systems in IEEE Transactions on Computers (TC), DOI, PDF, Jan 2019. Heba Khdr, Hussam Amrouch and Jörg Henkel Aging-Aware Boosting in IEEE Transactions on Computers (TC, Vol 67, Issue 9), DOI, PDF, Sep 2018. 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 in IEEE Transactions on Computers (TC), Vol.66, Issue 3, DOI, PDF, Mar 2017. 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 in IEEE Transactions on Computers (TC), Vol.66, Issue 1, DOI, PDF, Jan 2017. |
Conferences |
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Long Short-Term Memory Neural Network-based Power Forecasting of Multi-Core Processors in IEEE/ACM 24th Design, Automation and Test in Europe Conference (DATE'21), Virtual Conference, Feb 1-5 2021. Muhammad Sarmad Saeed, Moeez Akmal, Hareem Shafi, Muhammad Usama Sardar, Osman Hasan, Heba Khdr and Jörg Henkel Comparative Framework for the Analysis of Thermal and Resource Management Algorithms for Multi-Core Architectures in The 21st International Symposium on Quality Electronic Design (ISQED), Santa Clara, California, USA, DOI, PDF, Mar 26-29 2020. 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 in IEEE Real-Time Systems Symposium (RTSS), Hong Kong, DOI, PDF, Dec 3-6 2019. Jörg Henkel, Heba Khdr, Martin Rapp Smart Thermal Management for Heterogeneous Multicores (Special Session) in IEEE/ACM 22nd Design, Automation and Test in Europe Conference (DATE'19), Florence, Italy, DOI, PDF, Mar 25-29 2019. Heba Khdr, Hussam Amrouch and Jörg Henkel Aging-Constrained Performance Optimization for Multi Cores in ACM/EDAC/IEEE 55rd Design Automation Conference (DAC), San Francisco, CA, USA, DOI, PDF, Jun 24-28 2018. Anuj Pathania, Heba Khdr, Muhammad Shafique, Tulika Mitra and Jörg Henkel QoS-Aware Stochastic Power Management for Many-Cores in ACM/EDAC/IEEE 55th Design Automation Conference (DAC), San Francisco, CA, USA, DOI, PDF, Jun 24-28 2018. Anuj Pathania, Heba Khdr, Muhammad Shafique, Tulika Mitra, Jörg Henkel Scalable Probabilistic Power Budgeting for Many-Cores in IEEE/ACM 20th Design, Automation and Test in Europe Conference (DATE'17), Lausanne, Switzerland, DOI, PDF, Mar 27-31 2017. Jörg Henkel, Santiago Pagani, Heba Khdr, Florian Kriebel, Semeen Rehman, Muhammad Shafique Towards Performance and Reliability-Efficient Computing in the Dark Silicon Era in IEEE/ACM 19th Design, Automation and Test in Europe Conference (DATE'16), Dresden, Germany, DOI, PDF, Mar 14-18 2016. Santiago Pagani, Muhammad Shafique, Heba Khdr, Jian-Jia Chen, Jörg Henkel seBoost: Selective Boosting for Heterogeneous Manycores in International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Amsterdam, The Netherlands, DOI, PDF, Oct 4-9 2015. Jörg Henkel, Haseeb Bukhari, Siddharth Garg, Muhammad Usman Karim Khan, Heba Khdr, Florian Kriebel, Umit Ogras, Sri Parameswaran, Muhammad Shafique Dark Silicon - From Computation to Communication (invited special session paper) in 9th International Symposium on Networks-on-Chip (NOCS'15), Vancouver, Canada, DOI, PDF, Sep 28-30 2015. Jörg Henkel, Heba Khdr, Santiago Pagani, Muhammad Shafique New Trends in Dark Silicon (special session) in ACM/EDAC/IEEE 52nd Design Automation Conference (DAC), San Francisco, CA, USA,, DOI, PDF, Jun 7-11 2015. Heba Khdr, Santiago Pagani, Muhammad Shafique, Jörg Henkel Thermal Constrained Resource Management for Mixed ILP-TLP Workloads in Dark Silicon Chips in ACM/EDAC/IEEE 52nd Design Automation Conference (DAC), San Francisco, CA, USA,, DOI, PDF, Jun 7-11 2015. Waqaas Munawar, Heba Khdr, Santiago Pagani, Muhammad Shafique, Jian-Jia Chen and Jörg Henkel Peak Power Management for Scheduling Real-time Tasks on Heterogeneous Many-Core Systems in 20th IEEE International Conference on Parallel and Distributed Systems (ICPADS), Hsinchu, Taiwan, DOI, PDF, Dec 16-19 2014. 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 in: International Conference on Hardware - Software Codesign and System Synthesis (CODES+ISSS), New Delhi, India, DOI, PDF, Oct 12-17 2014. Best Paper Award Heba Khdr, Thomas Ebi, Muhammad Shafique, Hussam Amrouch, Jörg Henkel mDTM: Multi-Objective Dynamic Thermal Management for On-Chip Systems in IEEE/ACM 17th Design Automation and Test in Europe Conference (DATE´14), Dresden, Germany, DOI, PDF, Mar 24-28 2014. Jörg Henkel, Thomas Ebi, Hussam Amrouch, Heba Khdr Thermal Management for Dependable on-chip Systems in 18th Asia and South Pacific Design Automation Conference (ASP-DAC’13), Yokohama, Japan, DOI, PDF, Jan 22-25 2013. |
Books / Book Chapter |
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Aging Effects: From Physics to CAD Chapter in Harnessing Performance Variability in Embedded and High-performance Many/Multi-core Platforms, Springer International Publishing AG, DOI, PDF, 2019. Heba Khdr, Santiago Pagani, Muhammad Shafique, Jörg Henkel Dark Silicon Aware Resource Management for Many-Core Systems Chapter in book Advances in Computers: Dark Silicon and Future of On-chip Systems. Elsevier, 2018. Santiago Pagani, Heba Khdr, Jian-Jia Chen, Muhammad Shafique, Minming Li, Jörg Henkel Thermal safe power: Efficient thermal-aware power budgeting for manycore systems in dark silicon Chapter in Book The Dark Side of Silicon (Editors: Amir M. Rahmani, Pasi Liljeberg, Ahmed Hemani, Axel Jantsch, Hannu Tenhunen), DOI, PDF, 2017. |
Other |
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Dark silicon management: an integrated and coordinated cross-layer approach in it – Information Technology (IT), Band 58, Heft 6, DOI, PDF, Dec 2016. |