Furat Al-Obaidy

LEO Lecturer III
furat ece
College of Engineering and Computer Science
Electrical and Computer Engineering
(313)721-6432
2190 Heinz Prechter Engineering Complex | 4901 Evergreen Road | Dearborn, MI 48128

Teaching Areas:

Computer Engineering, Electrical Engineering

Biography and Education

Education

PH. D, Electrical, & Computer Engineering Ryerson University, Toronto, Canada (2021) - Field of working: “Power-Aware Future Computing Systems Using Machine Learning Techniques”. 

• M.Sc., Electrical & Computer Engineering Ryerson University, Toronto, Canada (Sep 2016) - Field of working: “IC testing using thermal image based on intelligent classification methods”

• M.Sc., Control, and Instrumentation Engineering University of Technology, Baghdad (Nov 1999) - Field of working: Design & Implementation of functional tester for guided systems 

• B.Sc., Control & Systems Engineering, University of Technology, Baghdad (Nov 1996)  

Teaching and Research

Research

Machine Learning, Intelligent Systems, VLSI circuits, multi-core systems, FPGA Architecture, and deep learning applications

Selected Publications

Patent

U.S. Patent Application, Wireless positioning systems, US Patent App. 17/144,857.

Selected Publications

  • “Power-Aware Computing on GPGPU Systems Using ML Classification Techniques”, the 2022 IEEE International Symposium on Circuits & Systems, Austin, Texas USA,2022.
  • “Intelligent IC Fault Diagnosis Using Thermal Imaging”, 13th International Conference on Thermal Engineering:  Theory and Application May 22-24, 2022, Baku, Azerbaijan.
  • A Power-Aware Hybrid Cache for Chip-Multi Processors Based on Neural Network Prediction Technique,  International Journal of Parallel Programming, pp.1-21,2021.
  • Predictions optimal routing algorithm based on artificial intelligence technique for 3D NoC systems. Journal of Microsystem Technologies, pp.1-11,2020.
  • Improving power-performance via hybrid cache for chip many cores based on neural network prediction technique, Microsystem Technologies,pp 1-12,2020.
  • Efficient Power Consumption using Hybrid Emerging Memory Technology for 3D CMPs  IEEE 11th Latin American Symposium on Circuits & Systems (LASCAS), pp.1-4,2020.
  • Power-Management based on Reconfigurable Last-Cache level on Non-volatile Memories in Chip-Multi processors,2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE), pp.1-4,2019.
  • Wireless Sensor Networks Analysis based on MAC Protocols, Conference 2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE), pp.1-4,2019.
  • Machine Learning with Digital Microfluidics for Drug Discovery and Development, Conference 2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE), pp.1-6,2019.
  • Reconfigurable hybrid cache hierarchy in 3D chip-multi processors based on a convex optimization method ,Conference 2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE), pp.1-6,2019.
  • Encrypted traffic classification-based ML for identifying different social media applications , Conference 2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE), pp.1-5,2019.
  • " Energy-efficient routing algorithm in ZigBee-based cluster tree Wireless Sensor Networks”, Conference on Electrical and Computer Engineering (CCECE),30th. IEEE, 2017.
  • Intelligent testing for Arduino UNO based on thermal image”, Journal of Computers and Electrical Engineering, Vol- 58, pp. 88–100,2017.
  • Fault detection using thermal image based on soft computing methods: Comparative study”, Journal of Microelectronics Reliability, Vol. 71, Pages 56- 64, April 2017.
  • Evaluation of Power Factor under Linear and Nonlinear Load Condition”, Eng.  Research Journal, Vol.32, No.3 July 2009, pp 255-260.
  • Functional Test Generation for Guided Control System”, IJCEE Trans., Vol.2, No.5, pp 943-947, October 2010.
  • Simulation of Wind-Turbine Speed Control by MATLAB”, IJCEE Trans., Vol.2, No.5, October, pp 912-915, October 2010.
  • Output Voltage Control of a Wind Generation Scheme using Neural Networks”, World Renewable Energy Congress XI, Abu Dhabi, UAE, 25-30 September 2010.
  • Speed Control of Wind Turbine by Using PID Controller”, Eng. & Tech. Journal, Vol. 29, No. 1, 2011, pp 69-71, No. 1, 2011.

 

Awards and Recognition

  • 2021: Ryerson Graduate Development Award, Toronto Metropolitan University.                                                    
  • 2020: Ontario Graduate Scholarship Award (OGS), Toronto Metropolitan University.                                      
  • 2019: Ryerson Graduate Development Award, Toronto Metropolitan University.                                                    
  • 2018: Ryerson Graduate fellowship, Toronto Metropolitan University.                                                    
  • 2017: Graduate Research Excellence Award Doctor of Philosophy, Toronto Metropolitan University.                  
  • 2017: Queen Elizabeth II Graduate Scholarship in Since and Technology, Toronto Metropolitan University.