M. Hashem Haghbayan

(Post-doc Researcher)

mohhag@utu.fi

 

 

 

 

Present Position

  • Post-doc researcher at University of Turku, Finland

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Education

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Research Areas/Interest

  • Machine Learning

  • Computer Architecture

  • Logic Design and Test

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Honors

  • 2018: Honored Doctoral Degree: My PhD thesis estimated by the two reviewers and opponent to be in the top 10% of theses in its field internationally.

  • 2016: Nokia Foundation Research Excellence Award.

  • 2015: Nokia Foundation Research Excellence Award.

  • 2015: Best Paper Candidate in 25th IEEE DFT Symposium.

  • 2004: Getting accepted to attempt as the pianist in the first music festival of Khorasan students to play Beethoven's piano sonata NO.14.

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Publications

 

 

  • Patents:
    • [Iran-Patent] Mohammad-Hashem Haghbayan with Alireza Mazraie, Mohammad-Saeed Jahangiri, Amir Yazdanbakhsh, Hamed Dorosti, Mostafa Ersali Salehi, and Seid-Mehdi Fakhraie, "Architecture Specifications of Wireless Sensor Network Processor of the University of Tehran (Light Processor)," in Iran patent, NO. 139250840003000105, Year 2013 (I designed the main core).

 

  • Tools developed by me:
    • NtlistGen, "Generating Netlist by Register Transfer Level Synthesis (NetlistGen)," published in "Digital System Test and Testable Design," Appendix F, Springer Publishers, 2011, ISBN 978-1-4419-7547-8. (Author: Prof. Navabi).

    • Download the package including the manual

 

  • Book Chapters:
    • M. Hashem Haghbayan, Amir M. Rahmani, Antonio Miele, Pasi Liljeberg, and Hannu Tenhunen, Online Software-Based Self-Testing in the Dark Silicon Era, in The Dark Side of Silicon (Computing in the Dark Silicon Era), Springer, 2016.
    • Amir M. Rahmani, M. Hashem Haghbayan, Pasi Liljeberg, Axel Jantsch, and Hannu Tenhunen, A Multi-Objective Power Management for CMPs in the Dark Silicon Age, in The Dark Side of Silicon (Computing in the Dark Silicon Era), Springer, 2016.
    • Anil Kanduri, M. Hashem Haghbayan, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, and Hannu Tenhunen, Dark Silicon Patterning: Efficient Power Utilization through Run-time Mapping,❠in The Dark Side of Silicon (Computing in the Dark Silicon Era), Springer, 2016.

 

  • Journal Papers:
    • [IEEE-Access] Jawad Yasin, Sherif Mohamed, Mohammad-Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila, "Unmanned Aerial Vehicles (UAVs): Collision Avoidance Systems and Approaches," IEEE Access, 2020. BibTex

    • [IEEE-Access] Anam Tahir, Jari Böling, Mohammad-Hashem Haghbayan, Juha Plosila, "Comparison of Linear and Nonlinear Methods for Distributed Control of a Hierarchical Formation of UAVs," IEEE Access, 2020. BibTex

    • [IEEE-Access] Mumammed Rabah, Ali Rohan, Mohammad-Hashem Haghbayan, Juha Plosila, Sung-Ho Kim, "Heterogeneous Parallelization for Object Detection and Tracking in UAVs," IEEE Access, 2020. BibTex

    • [IEEE-Access] Sherif Mohamed, Mohammad-Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila, "A Survey on Odometry for Autonomous Navigation Systems," IEEE Access, 2019. BibTex

    • [Elsevier-NTEGRATION] Anam Tahir, Jari Böling, Mohammad-Hashem Haghbayan, Hannu Toivonen, Juha Plosila, "Swarms of Unmanned Aerial Vehicles – A Survey," Journal of Industrial Information Integration, 2018. BibTex

    • [IEEE-TC] Anil Kanduri, Mohammad-Hashem Haghbayan, Amir M. Rahmani, Muhammad Shafique, Axel Jantsch, Pasi Liljeberg, "adBoost: Thermal Aware Performance Boosting through Dark Silicon Patterning," IEEE Transactions on Computers, 2018. BibTex

    • [IEEE-TVLSI] Anil Kanduri, Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen, Nikil Dutt, "Accuracy Aware Power Management for Many-core Systems running Error Resilient Applications," IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2017. BibTex

    • [IEEE-TC] Mohammad-Hashem Haghbayan, Antonio Miele, Amir-Mohammad Rahmani, Pasi Liljeberg, Hannu Tenhunen, "Performance/Reliability-aware Resource Management for Many-Cores in Dark Silicon Era," the IEEE Transactions on Computers, 2017. BibTex

    • [Springer-LNCS] Paavo Nevalainen, Mohammad-Hashem Haghbayan, Antti Kauhanen, Jonne Pohjankukka, Mikko-Jussi Laakso, Jukka Heikkonen, "Real-Time Swimmer Tracking on Sparse Camera Array" Pattern Recognition: Applications and Methods, 5th International Conference, ICPRAM 2016, France, Febryary 24-27. Revised Selected Papers , 2017.

    • [IEEE-TVLSI] Amir M. Rahmani, Mohammad-Hashem Haghbayan, Antonio Miele, Pasi Liljeberg, Axel Jantsch, and Hannu Tenhunen, "Reliability-Aware Runtime Power Management for Many-Core Systems in the Dark Silicon Era" IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2017. BibTex

    • [IEEE-D&T] Mohammad-Hashem Haghbayan, Antonio Miele, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Cristiana Bolchini, and Hannu Tenhunen, "Can Dark Silicon Be Exploited to Prolong System Lifetime?" IEEE Design and Test, 2017. BibTex

    • [IEEE-TC] Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Antonio Miele, Mohammad Fattah, Juha Plosila, Pasi Liljeberg, Hannu Tenhunen, "A Power-Aware Approach for Online Test Scheduling in Many-core Architectures," the IEEE Transactions on Computers, 2016. BibTex

    • [Elsevier-NTEGRATION] Mohammad-Hashem Haghbayan, Bijan Alizadeh, "A Dynamic Specification to Automatically Debug and Correct Various Divider Circuits," accepted in Integration, the VLSI Journal, 2016.

 

  • Conference Papers:

    -- 2020

  • [DATE’20] Mohammad-Hashem Haghbayan, Antonio Miele, Zhuo Zou, Hannu Tenhunen, Juha Plosila, "Thermal-Cycling-aware Dynamic Reliability Management in Many-Core System-on-Chip," in Proc. of the IEEE/ACM Design, Automation, and Test in Europe, 2020, France.[Nominated for Best Paper Award] BibTex

  • [AICV’20] Sherif Mohamed, Mohammad-Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila, "Towards Real-Time Edge Detection for Event Cameras Based on Lifetime and Dynamic Slicing," The International Conference on Artificial Intelligence and Computer Vision, Egypt 2020. BibTex

  • [PAAMS’20] Jawad Yasin, Mohammad-Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila, "Towards Real-Time Edge Detection for Event Cameras Based on Lifetime and Dynamic Slicing," 18th International Conference on Practical Applications of Agents and Multi-Agent Systems, Italy 2020. BibTex

  • [ECMS’20] Anam Tahir, Jari Böling, Mohammad-Hashem Haghbayan, Juha Plosila, "Towards Real-Time Edge Detection for Event Cameras Based on Lifetime and Dynamic Slicing," 34th International ECMS Conference on Modeling and Simulation, Germany 2020. BibTex

  • -- 2019

  • [INTSYS’19] Sherif Mohamed, Mohammad-Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila, "Towards Dynamic Monocular Visual Odometry Based on an Event Camera and IMU Sensor," 3th International Conference on Intelligent Transport Systems (INTSYS 2019), Portugal 2019. BibTex

  • [ISCSIC’19] Jawad Yasin, Mohammad-Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila, "Formation/Collision Co-awareness in a Swarm of Drones," 3th International Symposium on Computer Science and Intelligent Control (ISCSIC 2019), Netherlands 2019.[Best Paper Award] BibTex

  • [ICMV’19] Sherif Mohamed, Mohammad-Hashem Haghbayan, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila, "Moncoular Visual Odometry Based on Hybrid Parameterization," 12th International Conference on Machine Vision (ICMV 2019), Netherlands 2019. BibTex

  • -- 2018

  • [ICMLA’18] Fahimeh Farahnakian, Mohammad-Hashem Haghbayan, Jonne Kalevi Poikonen, Markus Laurinen, Paavo Nevalainen, Jukka Heikkonen, "Object Detection based on Multi-sensor Proposal Fusion in Maritime Environment," IEEE International Conference on Machine Learning and Applications(ICMLA), 2018, USA. BibTex

  • [ITSC’18] Mohammad-Hashem Haghbayan, Fahimeh Farahnakian, Jonne Kalevi Poikonen, Markus Laurinen, Paavo Nevalainen, Juha Plosila, Jukka Heikkonen, "An Efficient Multi-sensor Fusion Approach for Object Detection in Maritime Environments," IEEE International Conference on Intelligent Transportation Systems (ITSC), 2018, USA. BibTex

  • [ISCAS’18] Anil Kanduri, Mohammad-Hashem Haghbayan, Amir M. Rahmani, Pasi Liljeberg, "Approximation for Runtime Power Management," IEEE International Symposium on Circuits and Systems (ISCAS), 2018, Italy. BibTex

  • -- 2017

  • Elaheh Sadredini, Mohammad-Hashem Haghbayan, Mahmood Fathy, Zainalabedin Navabi, “Test Generation and Scheduling for a Hybrid BIST Considering Test Time and Power Constraint,” CoRR abs/1711.08974, USA 2017.

  • -- 2016

  • [ICCAD’16] Anil Kanduri, Mohammad-Hashem Haghbayan, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil Dutt, Hannu Tenhunen, "Approximation Knob: Power Capping Meets Energy Efficiency," 35th IEEE/ACM International Conference on Computer-Aided Design (ICCAD’16), 2016, USA. BibTex

  • [DATE’16] Mohammad-Hashem Haghbayan, Antonio Miele, Amir-Mohammad Rahmani, Pasi Liljeberg, Hannu Tenhunen, "A Lifetime-Aware Runtime Mapping Approach for Many-core Systems in the Dark Silicon Era," in Proc. of the IEEE/ACM Design, Automation, and Test in Europe, 2016, Germany. BibTex

  • -- 2015

  • [ICCD’15] Anil Kanduri, Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen, "Dark Silicon Aware Runtime Mapping for Many-core Systems: A Patterning Approach," in Proc. of the IEEE/ACM International Conference on Computer Design, 2015, USA. BibTex

  • [NOCS’15] Mohammad-Hashem Haghbayan, Anil Kanduri, Amir-Mohammad Rahmani, Pasi Liljeberg, Hannu Tenhunen, "MapPro: Proactive Runtime Mapping for Dynamic Workloads by Quantifying Ripple Effect of Applications on Networks-on-Chip," in Proc. of the IEEE/ACM International Symposium on Networks-on-Chip, 2015, Canada. BibTex

  • [ISLPED’15] Amir-Mohammad Rahmani, Mohammad-Hashem Haghbayan, Anil Kanduri, Awet Yemane Weldezion, Pasi Liljeberg, Juha Plosila, Axel Jantsch, Hannu Tenhunen, "Dynamic Power Management for Many-Core Platforms in the Dark Silicon Era: A Multi-Objective Control Approach," in Proc. of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2015, Italy. BibTex

  • [DATE’15] Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Mohammad Fattah, Pasi Liljeberg, Juha Plosila, Zainalabedin Navabi, Hannu Tenhunen, "Power-Aware Online Testing of Manycore Systems in the Dark Silicon Era," in Proc. of the IEEE/ACM Design, Automation, and Test in Europe, 2015, France. BibTex

  • [DFT’15] Mohammad-Hashem Haghbayan, Sami Teravainen, Amir-Mohammad Rahmani, Pasi Liljeberg, Hannu Tenhunen, "Adaptive Fault Simulation on Many-core Microprocessor Systems," in Proc. of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2015, USA. BibTex

  • [DFT’15] Sami Teravainen, Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Hannu Tenhunen, "Software-Based On-Chip Thermal Sensor Calibration for DVFS-enabled Many-core Systems," in Proc. of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2015, USA. [Nominated for Best Paper Award] BibTex

  • [TUCS Technical Reports] Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Awet Yemane Weldezion, Pasi Liljeberg, Juha Plosila, Axel Jantsch, Hannu Tenhunen, " Adaptive Power Capping for Dark Silicon Many-Core Systems,"TUCS Technical Reports 1149, TUCS, 2015.

  • [MCSoC’15] Elmira Karimi, Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Zainalabedin Navabi, "Accelerated On-Chip Communication Test Methodology Using a Novel High-Level Fault Model," in Proc. of the IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2015, 2015, Italy.

  • -- 2014

  • [ICCD’14] Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Awet Yemane Weldezion, Pasi Liljeberg, Juha Plosila, Axel Jantsch, Hannu Tenhunen, "Dark silicon aware power management for manycore systems under dynamic workloads," in Proc. of the IEEE/ACM International Conference on Computer Design, 2014, Korea. BibTex

  • [DFT’14] Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen, "Energy-Efficient Concurrent Testing Approach for Many-Core Systems in the Dark Silicon Age," in Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2014, Netherlands. BibTex

  • [DFT’14] Mohammad-Hashem Haghbayan, Bijan Alizadeh, Amir-Mohammad Rahmani, Pasi Liljeberg, Hannu Tenhunen, "Automated Formal Approach for Debugging Dividers Using Dynamic Specification," in Proc. of IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2014, Netherlands. BibTex

  • [MEDIAN-DFT’14] Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen, "Distributed BIST Approach for Power Constrained Many-Core Systems," in Proc. of Joint MEDIAN–TRUDEVICE Open Forum Co-Located with IEEE 17th International Symposium on Design and Diagnostics of Electronic Circuits & Systems, 2014, Netherlands.

  • [DDECS’14] Mohammad-Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen, "Online Testing of Many-Core Systems in the Dark Silicon Era," in Proc. of IEEE 17th International Symposium on Design and Diagnostics of Electronic Circuits & Systems, 2014, Poland. BibTex

  • [VLSID’14] Mohammad-Hashem Haghbayan, Bijan Alizadeh, Payman Behnam, Saeed Safari, "Formal Verification and Debugging of Array Dividers With Auto-Correction Mechanism," in Proc. of 27th IEEE International Conference on VLSI Design 2014, Bombay, India.

  • -- 2013 --

  • [VLSI-SoC’2013] Elmira Karimi, Mohammad-Hashem Haghbayan, Mahmoud Tabande "Graph Based Fault Model Definition for Bus Testing," in Proc. of the 21st IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC) ., 2013, Turkey.

  • -- 2012 --

  • [DDECS’12] Mohammad-Hashem Haghbayan, Saeed Safari, Zainalabedin Navabi "Power Constraint Testing for Multi-Clock Domain SoCs Using Concurrent Hybrid BIST," in Proc. of the IEEE 15th International Symposium on Design and Diagnostics of Electronic Circuits & Systems., 2012, Estonia.

  • -- 2011 --

  • [ATS’11] Behnam Khodabandehloo, Seyed Alireza Hoseini, Sajjad Taheri, Mohammad-Hashem Haghbayan, Mahmood Reza Babaei, Zainalabedin Navabi "Online Test Macro Scheduling And Assignment In MPSoC Design," in Proc. of the IEEE Assian Test Symposium., 2011, India.

  • -- 2010 --

  • [ATS’10] Mohammad-Hashem Haghbayan, Sara Karamati, Fatemeh Javaheri, Zainalabedin Navabi, "Test Pattern Selection and Compaction for Sequential Circuits in an HDL Environment," in Proc. of the IEEE Assian Test Symposium., 2010, China.

  • [WRTLT’10] Nastaran Nemati, Arezu Kamran , Mohammad Hossein Sargolzaie, Mohammad-Hashem Haghbayan, Zainalabedin Navabi, "An Optimal HDL-based Approach for Mixed-level Hierarchical Fault Simulation," in Proc. of the IEEE Workshop on RTL and High Level Testing., 2010, India.

  • -- 2009 --

  • [EWDTS’09] Mohammad-Hashem Haghbayan, Zainalabedin Navabi "Architecture Design and Technical Methodology for Bus Testing," in Proc. of the IEEE East-West Design & Test Symposium., 2009, Russia.

  • [EWDTS’09] Mohammad-Hashem Haghbayan, Alireza Yazdanpanah, Sara Karamati, Ramyar Saeedi, Zainalabedin Navabi "Generating Test Patterns for Sequential Circuits Using Random Patterns by PLI Functions," in Proc. of the IEEE East-West Design & Test Symposium., 2009, Russia.

  • -- 2008 --

  • [WRTLT’08] Mohammad Hossein Sargolzaie, Mohammad-Hashem Haghbayan, Saeed Safari "RTL Concurrent Error Detection using Modular Partitioning Technique," in Proc. of the IEEE Workshop on RTL and High Level Testing., 2008, Japan.

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    Contact

    Department of Information Techology, University of Turku


    Agora-Building, Vesilinnantie 5
    20500, Turku, Finland

    Office Tel: (+358) 2-333-8444

     

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