Hashem Haghbayan
PhD
hashem.haghbayan@utu.fi Office: 456G ORCID identifier: https://orcid.org/ https://orcid.org/ 0000-0001-6583-4418 |
Autonomous systems; Circuit design, verification, and test; Machine-learning; High-performance energy-efficient computer architectures; Control systems.
Dr. Hashem Haghbayan is a senior researcher affiliated with the Autonomous Systems Laboratory (ASL) research group at the Department of Computing, University of Turku (UTU). He holds a Master's degree in computer architecture from the University of Tehran, awarded in 2009, and earned his Ph.D. with honors from the University of Turku in 2018. His doctoral research concentrated on resource management for computing platforms, specifically addressing chip-level constraints such as power and reliability. Post-Ph.D., Dr. Haghbayan has contributed to various research projects as a postdoctoral researcher at UTU. Notably, he spent six months, from January 2021 to June 2021, as a visiting researcher at the SAFARI research group in ETH Zürich. Additionally, he undertakes several visits to Politecnico di Milano University, supported by the Nokia Jorma Ollila Grant, which he has received for two consecutive years. Dr. Haghbayan has actively contributed to the academic community by serving as a reviewer for reputable international journals, including IEEE Transactions on Computers (TC), IEEE Transactions on Very Large Scale Integration Systems (TVLSI), IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), and ACM Transactions on Embedded Computing Systems.
Dr. Haghbayan's research interests span three main branches: 1) Computing Resource Management for Embedded Intelligent Systems: Focuses on the development of resource management algorithms to ensure the efficient execution of various applications in autonomous systems. Encompasses the creation of computing platforms tailored for AI and robotic applications, leveraging cutting-edge computer architectures.
Includes exploration of emerging computing platforms such as AI specialized architectures, processing in memory (PIM), memristors, and networked cloud-fog-edge. 2) Multi-Agent System Design and Programming: Concentrates on the development of efficient swarm intelligence, cognitive agent design, and agent-oriented programming. Aims to enhance the design and programming paradigms of multi-agent systems. 3) Artificial Intelligence for Autonomous Systems: Focuses on developing AI solutions for both computational and organizational management aspects of embedded intelligent systems. Aims to contribute to the advancement of artificial intelligence in the context of autonomous systems. Dr. Haghbayan's comprehensive research portfolio reflects a commitment to advancing computing resource management, multi-agent systems, and artificial intelligence, with implications for the efficient operation of embedded intelligent systems.
Multi-processor Architectures, Fall 2018, 5 ECTS (University of Turku); Autonomous Systems Architectures, Fall 2019, 5 ECTS (University of Turku); Autonomous Systems Architectures, Fall 2020, 5 ECTS (University of Turku); Autonomous Systems Architectures, Fall 2021, 5 ECTS (University of Turku); Autonomous Systems Architectures, Spring 2023, 5 ECTS (University of Turku); Autonomous Systems Architectures, Spring 2024, 5 ECTS (University of Turku); Hardware Accelerators for AI, Spring 2024, 5 ECTS (University of Turku)
- Approximation Knob: Power Capping Meets Energy Efficiency (2016) Proceedings of the 35th International Conference on Computer-Aided Design Kanduri Anil, Haghbayan Mohammad-Hashem, Rahmani Amir M., Liljeberg Pasi, Jantsch Axel, Dutt Nikil, Tenhunen Hannu
(A4 Refereed article in a conference publication ) - Online Software-Based Self-Testing in the Dark Silicon Era (2016) The Dark Side of Silicon Haghbayan Mohammad-Hashem, Rahmani Amir-Mohammad, Miele Antonio, Liljeberg Pasi, Tenhunen Hannu
(B2 Non-refereed book chapter or chapter in a compilation book) - Accelerated On-Chip Communication Test Methodology Using a Novel High-Level Fault Model (2015) IEEE 9th International Symposium on Embedded Multicore/Many-core Systems-on-Chip, MCSoC 2015, Turin, Italy Elmira Karimi, Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Mohmoud Tabandeh, Pasi Liljeberg, Zainalabedin Navabi
(A4 Refereed article in a conference publication ) - Adaptive Fault Simulation on Many-core Microprocessor Systems (2015) 2015 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS) Mohammad-Hashem Haghbayan, Sami Teräväinen, Amir-Mohammad Rahmani, Pasi Liljeberg, Hannu Tenhunen
(A4 Refereed article in a conference publication ) - Adaptive Power Capping for Dark Silicon Many-Core Systems (2015)
- TUCS Publication Series
(A4 Refereed article in a conference publication ) - Dark Silicon Aware Run-time Mapping for Many-core Systems - A Patterning Approach (2015) Proceedings of the 33rd IEEE International Conference on Computer Design (ICCD) Anil Kanduri, Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen
(A4 Refereed article in a conference publication ) - Dynamic Power Management for Many-Core Platforms in the Dark Silicon Era: A Multi-Objective Control Approach (2015) Proceedings of the International Symposium on Low Power Electronics and Design (ISLPED) Amir-Mohammad Rahmani, Mohammad-Hashem Haghbayan, Anil Kanduri, Awet Yemane Weldezion, Pasi Liljeberg, Juha Plosila, Axel Jantsch, Hannu Tenhunen
(A4 Refereed article in a conference publication ) - MapPro: Proactive Runtime Mapping for Dynamic Workloads by Quantifying Ripple Effect of Applications on Networks-on-Chip (2015) Proceedings of the 9th International Symposium on Networks-on-Chip Article No. 26 Mohammad-Hashem Haghbayan, Anil Kanduri, Amir-Mohammad Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen
(A4 Refereed article in a conference publication ) - Power-Aware Online Testing of Manycore Systems in the Dark Silicon Era (2015) Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Juha Plosila, Zainalabedin Navabi, Hannu Tenhunen
(A4 Refereed article in a conference publication ) - Power Constrained Test Scheduling in NoC-Based Many-Core System with Advanced Power Management Features (2015) Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen
(Other publication) - Software-Based On-Chip Thermal Sensor Calibration for DVFS-enabled Many-core Systems (2015) Proceedings of the 2015 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS) Sami Teräväinen, Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Hannu Tenhunen
(A4 Refereed article in a conference publication ) - Automated Formal Approach for Debugging Dividers Using Dynamic Specification (2014) Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), 2014 IEEE International Symposium on Mahammad-Hashem Haghbayan, Bijan Alizadeh, Amir-Mohammad Rahmani, Pasi Liljeberg, Hannu Tenhunen
(A4 Refereed article in a conference publication ) - Dark Silicon Aware Power Management for Manycore Systems under Dynamic Workloads (2014) 32nd IEEE International Conference on Computer Design (ICCD) Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Awet Yemane Weldezion, Pasi Liljeberg, Juha Plosila, Axel Jantsch, Hannu Tenhunen
(A4 Refereed article in a conference publication ) - Distributed BIST Approach for Power Constrained Many-Core Systems (2014) Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen
(Other publication) - Energy-Efficient Concurrent Testing Approach for Many-Core Systems in the Dark Silicon Age (2014) Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), 2014 IEEE International Symposium on Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen
(A4 Refereed article in a conference publication ) - Online Testing of Many-Core Systems in the Dark Silicon Era (2014) 2014 IEEE 17th International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS 2014) Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen
(A4 Refereed article in a conference publication )
