Furat Al-Obaidy
Teaching Areas:
Computer Engineering, Electrical EngineeringBiography 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.