Patents
P. Tseng, M. A. Al Faruque, F. Kurdahi, “Tracking Diet and Nutrition with a Wearable Biological Internet of Things“, WO 2020/102713 A9, Publication Date 05/22/2020.
R. Chhetri, M. A. Al Faruque, A. Canedo, “Quality Inference from Living Digital Twins in IoT-Enabled Manufacturing Systems” WO/2019/216941, Publication Date 11/14/2019.
Published Book Chapters
N. Rashid, J. wan, A. Canedo, M. A. Al Faruque, “Concept Design: Modeling and Synthesis from Requirements to Functional Models and Simulation”, included in the Springer Book titled “Design Automation of Cyber-Physical Systems, 2019
Journal/Transaction Publications
N. Rashid, M. Dautta, P. Tseng, M. A. Al Faruque, “HEAR: Fog-enabled Energy Aware Online Human Eating Activity Recognition”, accepted to be published in the IEEE Internet of Things Journal, 2020. download pdf
K. Vatanparvar, S. Faezi, I. Burago, M. Levorato, M. A. Al Faruque, “Extended Range Electric Vehicle with Driving Behavior Estimation in Energy Management“, published in the IEEE Transaction on Smart Grid (IEEE TSG’18), 2018 download pdf
H. Lee, M. Shafique, M. A. Al Faruque, “Aging-aware Workload Management on Embedded GPU Under Process Variation“, published in the IEEE Transactions on Computers (IEEE TC’18), 2018 download pdf (Research highlights section of Nature Electronics, Feb 2018) download
K. Vatanparvar, M. A. Al Faruque, “Design and Analysis of Battery-Aware Automotive Climate Control for Electric Vehicles, published in the ACM Transaction on Embedded Computing Systems (ACM TECS’17), 2017 download pdf
K. Vatanparvar, and M. A. Al Faruque, “Path to Eco-Driving: Electric Vehicle HVAC and Route Joint Optimization“, published in the IEEE Design & Test (IEEE D&T’17), 2017 download pdf
K. Vatanparvar, M. A. Al Faruque, “Electric Vehicle Optimized Charge and Drive Management”, published in the ACM Transaction on Design Automation of Electronic Systems (ACM TODAES’17), April, 2017 download pdf
H. Lee, M. A. Al Faruque, “GPU Architecture Aware Instruction Scheduling for Improving Soft-error Reliability“, published in the IEEE Transactions on Multi-Scale Computing Systems (IEEE TMSCS’17), 2017 download pdf
H. Lee, M. A. Al Faruque, “Run-time Scheduling Framework for Event-driven Applications on a GPU-based Embedded System“, published in the IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD’16), March, 2016 download pdf
J. Wan, A. Canedo, M. A. Al Faruque, “Cyber-Physical Co-Design at the Functional-Level for Multi-Domain Automotive Systems“, published in theIEEE Systems Journal (IEEE ISJ’15), March, 2015 download pdf
J. Wan, A. Canedo, M. A. Al Faruque, “Functional Model-based Design Methodology for Automotive Cyber-Physical Systems“, published in the IEEE Systems Journal (IEEE ISJ’14), December, 2014 download pdf
M. A. Al Faruque, T. Ebi, J. Henkel: “AdNoC: Runtime Adaptive Network-on-Chip Architecture“, IEEE Transactions on Very Large Scale Integration Systems (TVLSI’10), Volume pp, Issue 99, Pages 1-13, 2010. download pdf
M. A. Al Faruque, J. Jahn, T. Ebi, J. Henkel: “Runtime Thermal Management Using Software Agents for Multi/Many-Core Architectures“, in the special issue on “Post-silicon Calibration and Repair“, IEEE Design & Test (D&T’10),Volume 27, Issue 6, Pages 58-68, Nov.-Dec 2010. download pdf
M. A. Al Faruque, J. Henkel: “QoS-Supported On-chip Communication for Multi-Processors“, in International Journal of Parallel Programming (IJPP’08), Volume 36, Number 1, Pages 114-139, February 2008. download pdf
Major Conference/Symposium Publications
Odema, M., Bouzidi, H., Ouarnoughi, H., Niar, S., & Al Faruque, M. A. (2023). MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. ACM Transactions on Embedded Computing Systems, 22(5s), 1-26. download pdf
Nafiul Rashid, Trier Mortlock, M. A. Al Faruque. “SELF-CARE: Selective Fusion with Context-Aware Low-Power Edge Computing for Stress Detection” accepted to the 2020 18th International Conference on Distributed Computing in Sensor Systems (DCOSS). IEEE, 2022. download pdf
Berken Utku Demirel, Ivan Skelin, Haoxin Zhang, Jack J. Lin, Mohammad Abdullah Al Faruque, “Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices”, accepted to the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021). download pdf
Wenrui Lin, Berken Utku Demirel, Mohammad Abdullah Al Faruque, G.P. Li, “Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices”, accepted to the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021). download pdf
Nafiul Rashid, Luke Chen, Manik Dautta, Abel Jimenez, Peter Tseng, Mohammad Abdullah Al Faruque, “Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor“, accepted to the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021). download pdf
Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque, “EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices”, accepted to ACM /IEEE International Symposium on Low Power Electronics and Design (ISLPED 2021). download pdf
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque, “LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies”, accepted to Design and Automation Conference (DAC 2021). download pdf
M. Odema, N. Rashid, M. A. Al Faruque, “Energy-Aware Design Methodology for Myocardial Infarction Detection on Low-power Wearables Devices”, accepted to IEEE/ACM 26th Asia and South Pacific Design Automation Conference (ASP-DAC 2021). download pdf
Anomadarshi Barua, M. A. Al Faruque, “Special Session: Noninvasive Sensor-Spoofing Attacks on Embedded and Cyber-Physical Systems”, accepted to the 38th IEEE International Conference on Computer Design (ICCD 2020) download pdf
N. Rashid, M. A. Al Faruque, “Energy-efficient Real-time Myocardial Infarction Detection on Wearable Devices“, accepted to be published in the 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’20), Montreal, Canada, 2020 download pdf
A. Barua, M. A. Al Faruque, “Hall Spoofing: A Non-Invasive DoS Attack on Grid-Tied Solar Inverter“, accepted to be published in the 29th Usenix Security Symposium (Usenix Security’20), 2020 download pdf
J. Wei, Y. Zhang, Z. Zhou, Z. Li, M. A. Al Faruque, “Leaky DNN: Stealing Deep-learning Model Secret with GPU Context-switching Side-channel“, accepted to be published in the 50th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2020), 2020 (Acceptance Rate 16.5%) download pdf
S. Chhetri, S. Faezi, A. Canedo, M. A. Al Faruque, “QUILT: Quality Inference from Living Digital Twins in IoT-Enabled Manufacturing Systems”, accepted to be published in the ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI’19), Montreal, Canada, 2019 download pdf
K. Vatanparvar, M. A. Al Faruque, “ACQUA: Adaptive and Cooperative Quality-Aware Control for Automotive Cyber-Physical Systems“, published in the ACM/IEEE International Conference on Computer-Aided Design (ICCAD’17), Irvine, CA, November, 2017 (Acceptance rate approx. 20%) download pdf
(Best Paper Award Nomination)
S. Ray, W. Chen, J. Bhadra, M. A. Al Faruque, “Extensibility in Automotive Security: Current Practice and Challenges“, published in the ACM/IEEE Design Automation Conference (DAC’17), 2017 download pdf
(Invited Paper)
H. Lee, M. Shafique, M. A. Al Faruque, “Low-overhead Aging-aware Resource Management on Embedded GPUs“, published in the ACM/IEEE Design Automation Conference (DAC’17), 2017 (Acceptance rate approx. 20%) download pdf
(Best Paper Award Nomination)
H. C. Chen, Y. L. Chen, C. H. Wu, M. Al Faruque, P. Chou: “EcoLoc: Toward Universal Location Sensing by Encounter-Based Collaborative Indoor Localization“, published in the IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI’17), Pittsburgh, USA download pdf
H. Chen, M. A. Al Faruque, P. Chou, “Security and Privacy Challenges in IoT-Based Machine-to-Machine Collaborative Scenarios“, published in the IoT Day of the IEEE/ACM International Conference on Hardware/Software Co-Design and System Synthesis (Codes+ISSS’16), Pittsburgh, PA, USA, October, 2016 download pdf
(Invited Paper)
K. Vatanparvar, M. A. Al Faruque, “Eco-Friendly Automotive Climate Control and Navigation System for Electric Vehicles“, published in the ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS’16), Vienna, Austria, April, 2016 (Acceptance rate 27%) download pdf
H. Lee, H. Chen, M. A. Al Faruque, “PAIS: Parallelization Aware Instruction Scheduling for Improving Soft-error Reliability of GPU-based Systems“, published in the IEEE/ACM Design Automation and Test in Europe (DATE’16), Dresden, Germany, March, 2016 (Acceptance rate 24%) download pdf
K. Vatanparvar, M. A. Al Faruque, “OTEM: Optimized Thermal and Energy Management for Hybrid Electrical Energy Storage in Electric Vehicles“, published in the IEEE/ACM Design Automation and Test in Europe (DATE’16), Dresden, Germany, March, 2016 (Acceptance rate 24%) download pdf
(Best Paper Award)
M. A. Al Faruque, K. Vatanparvar: “Modeling, Analysis, and Optimization of Electric Vehicle HVAC Systems”, in the IEEE/ACM 21st Asia and South Pacific Design Automation Conference (ASP-DAC’16), Macao, January 2016 download pdf
(Invited Paper)
K. Vatanparvar, J. Wan, M. A. Al Faruque, “Battery-Aware Energy-Optimal Electric Vehicle Driving Management“, published in the ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED’15), 2015 (Acceptance rate approx. 20%) download pdf
K. Vatanparvar, M. A. Al Faruque, “Battery Lifetime-Aware Automotive Climate Control for Electric Vehicle“, published in the ACM/IEEE Design Automation Conference (DAC’15), 2015 (Acceptance rate approx. 20%) download pdf
(Best Paper Award)
B. Balaji, M. Al Faruque, Y. Agarwal, N. Dutt, R. Gupta, “Models, Abstractions, and Architectures: The Missing Links in Cyber-Physical Systems“, published in the ACM/IEEE Design Automation Conference (DAC’15), 2015 download pdf
(Invited Paper)
K. Vatanparvar, M. A. Al Faruque, “Demo Abstract: Energy Management as a Service over Fog Computing Platform” published in the ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS’15) at CPSWeek 2015 download pdf
K. Vatanparvar, Q. Chau, M. A. Al Faruque, “Home Energy Management as a Service over Networking Platforms”, published in the IEEE PES Conference on Innovative Smart Grid Technologies (ISGT’15), Washington DC, USA, 2015 download pdf
A. Canedo, J. Wan, M. A. Al Faruque, “Functional Modeling Compiler for System-Level Design of Automotive Cyber-Physical Systems “, published in the ACM/IEEE International Conference on Computer-Aided Design (ICCAD’14), 2014 (Acceptance rate below 23%) download pdf
H. Lee, M. A. Al Faruque, “GPU-EvR: Run-time Event Based Real-time Scheduling Framework on GPGPU Platform“, published in the IEEE/ACM Design Automation and Test in Europe (DATE’14), Dresden, Germany, Pages: 1-6, April, 2014. (Acceptance rate 23.1%) download pdf
A. Canedo, M. A. Al Faruque, J. Richter, “Multi-Disciplinary Integrated Design Automation Tool for Automotive Cyber-Physical Systems“, published in the IEEE/ACM Design Automation and Test in Europe (DATE’14), Dresden, Germany, Pages: 1-2, April, 2014. (Acceptance rate 23.1%) download pdf
M. A. Al Faruque, F. Ahourai, “A Model-based Design of Cyber-Physical Energy Systems”, in the IEEE/ACM 19th Asia and South Pacific Design Automation Conference (ASP-DAC’14), Singapore, Pages: 97- 104, January 2014 download pdf
(Invited Paper)
F. Ahourai, I. Huang, M. A. Al Faruque, “Modeling and Simulation of the EV Charging in a Residential Distribution Power Grid”, in the IEEE Green Energy and Systems Conference (IGESC’13), California, US, November 2013 download pdf
A. Canedo,E. Schwarzenbach, M. A. Al Faruque, “Context-sensitive Synthesis of Executable Models of Cyber-Physical Systems“, to appear in the ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS’13), 2013 (Acceptance rate 23.3%) download pdf
M. A. Al Faruque, L Dalloro, S. Zhou, H. Ludwig, G. Lo: “Managing Residential Level EV Charging Using Network-as-Automation Platform (NAP) Technology“, in IEEE International Electric Vehicle Conference (IEVC’12), South Carolina, USA, Pages: 1-6, March, 2012. download pdf
M. A. Al Faruque, A. M. Canedo: “Intelligent and Collaborative Embedded Computing in Automation Engineering“, in IEEE/ACM Design Automation and Test in Europe (DATE’12), Dresden, Germany, Pages: 344-355, March, 2012. download pdf
J. Jahn, M. A. Al Faruque, J. Henkel: “CARAT:Context-Aware Runtime Adaptive Task Migration for Multi Core Architectures”, in IEEE/ACM Design Automation and Test in Europe (DATE’11), Grenoble, France, Pages: 515-520, March, 2011. download pdf
F. Hameed, M. A. Al Faruque, J. Henkel: “Dynamic Thermal Management in 3D Multi-Core Architecture Through Run-timeAdaptation“, in IEEE/ACM Design Automation and Test in Europe (DATE’11), Grenoble, France, Pages: 299-304, March, 2011. download pdf
T. Ebi, M. A. Al Faruque, J. Henkel: “NeuroNoC: Neural Network Inspired Runtime Adaptation for an On-chip Communication Architecture“, in IEEE/ACM International Conference on Hardware/Software Co-Design and System Synthesis (Codes+ISSS’10), Scottsdale, Arizona, USA, Pages: 223-130, October, 2010. download pdf
T. Ebi, M. A. Al Faruque, J. Henkel: “TAPE: Thermal-Aware Agent-Based Power Economy for Multi/Many-Core Architectures“, in IEEE/ACM International Conference on Computer-Aided Design (ICCAD’09), San Jose, California, USA, Pages: 302-309, November, 2009 (Received the IEEE/ACM WILLIAM J. MCCALLA ICCAD Best Paper Award 2009). download pdf
M. A. Al Faruque, T. Ebi, J. Henkel: “Configurable Links for Runtime Adaptive On-chip Communication“, in IEEE/ACM, Design Automation and Test in Europe (DATE’09), Nice, France, Pages: 256-261, April, 2009. download pdf
M. A. Al Faruque, T. Ebi, J. Henkel: “ROAdNoC: Runtime Observability for an Adaptive Network on Chip Architecture“, in IEEE/ACM International Conference on Computer-Aided Design (ICCAD’08), San Jose, California, USA, Pages: 543-548, November, 2008. download pdf
M. A. Al Faruque, R. Krist, J. Henkel: “ADAM: Run-time Agent-based Distributed Application Mapping for on-chip Communication“, in 45th IEEE/ACM/EDA Design Automation Conference (DAC’08), Anaheim, California, USA, Pages: 760-765, June.2008. (Received a European Network of Excellence on High Performance and Embedded Architecture and Compilation (HiPEAC Paper Award) download pdf
M. A. Al Faruque, J. Henkel: “Minimizing Virtual Channel Buffer for Routers in on-chip Communication Architectures“, in IEEE/ACM Design Automation and Test in Europe (DATE’08), Munich, Germany, Pages: 1238-1243, March 2008. download pdf
M. A. Al Faruque, T. Ebi, J. Henkel: “Run-time Adaptive on-chip Communication Scheme“, IEEE/ACM International Conference on Computer-Aided Design (ICCAD’07), San Jose, California, USA, Pages: 26-31, November, 2007. download pdf
M. A. Al Faruque, J. Henkel: “Transaction Specific Virtual Channel Allocation in QoS Supported On-chip Communication“, IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP’07), Montreal, Canada, Pages: 48-53, July, 2007. download pdf
M. A. Al Faruque, G. Weiss, J. Henkel: “Bounded Arbitration Algorithm for QoS- Supported On-chip Communication“, IEEE/ACM International Conference on Hardware/Software Co-Design and System Synthesis (Codes+ISSS’06), Seoul, South Korea, pages: 76-81, October. 2006. download pdf
K. Karuri, M. A. Al Faruque, S. Kraemer, R. Leupers, G. Ascheid, H. Meyr: “Fine-grained Application Source Code Profiling for ASIP Design“, in 42nd IEEE/ACM/EDA Design Automation Conference (DAC’05), Anaheim, California, USA, Pages: 329-334, June.2005. (Best Paper Award Candidate) download pdf
ARXIV/Technical Reports/Posters/Other Publications
H. C. Chen, Y. L. Chen, C. H. Wu, M. Al Faruque, P. Chou: “Poster Abstract: EcoLoc: Encounter-Based Collaborative Indoor Localization“, published in the IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI’17), Pittsburgh, USA download pdf
H. Lee, J. Wan, M. A. Al Faruque, “A Run-Time Adaptive Framework for the Soft Real-Time GPGPU Platform“, in the ACM/IEEE Design Automation Conference (DAC’14), 2014. POSTER
J. Wan, M. A. Al Faruque, A. Canedo, “Functional Modeling Compiler for System-Level Design of Automotive Cyber-Physical Systems “, in the ACM/IEEE Design Automation Conference (DAC’14), 2014. POSTER
M. A. Al Faruque, J. Henkel: “Runtime Application Mapping Using Software Agents“, in 3rd Workshop on Mapping of Applications to MPSoCs (MAP2MPSoCs’10), St. Goar, Germany, June 2010.
M. A. Al Faruque, “Runtime Adaptive System-on-Chip Communication Architecture“, in: SIGDA/EDAA Ph.D. Forum at IEEE/ACM Design Automation and Test in Europe (DATE’10), Dresden, Germany.
M. A. Al Faruque, “Runtime Adaptive System-on-Chip Communication Architecture“, in: 12th ACM/SIGDA Ph.D. Forum at 46th ACM/EDA/IEEE Design Automation Conference (DAC’09), San Fransisco, California, USA.
M. A. Al Faruque, X. Ye, G. Weiss, J. Henkel: “QoS- Supported Configurable Networks on Chip“, Future Interconnects and Network on Chip (NOCS’06) Workshop co-located with IEEE/ACM Design Automation and Test in Europe (DATE’06), Page: 42, Munich, Germany, March.2006. (abstract, poster)
M. A. Al Faruque, L. Bauer, T. Bonny, S. Gottfried, J. Henkel, “Power and Performance for ASIPs“, Poster Presentation, Embedded Systems Day 2005 (ESDay’05), Karlsruhe.