Umit Ogras

Asst Professor

Assistant Professor, IAFSE-ECEE: Electrical Engineering
Assistant Professor, Wireless Information Systems and Computational Architectures (WISCA)
Assistant Professor, Connection One (C1)
Asst Professor, Electrical, Computer, and Energy Engineering , School of (ECEE)

2821 Citations
25 h-Index

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Research Output 2002 2019

2821 Citations
25 h-Index
53 Conference contribution
29 Article
10 Chapter
1 Patent

A Deep Q-Learning Approach for Dynamic Management of Heterogeneous Processors

Gupta, U., Mandal, S. K., Mao, M., Chakrabarti, C. & Ogras, U., Jan 1 2019, (Accepted/In press) In : IEEE Computer Architecture Letters.

Research output: Contribution to journal › Article

Reinforcement learning

Electric power utilization

Experiments

System-on-chip

1 Citation (Scopus)

An Online Learning Methodology for Performance Modeling of Graphics Processors

Gupta, U., Babu, M., Ayoub, R., Kishinevsky, M., Paterna, F., Gumussoy, S. & Ogras, U., May 24 2018, (Accepted/In press) In : IEEE Transactions on Computers.

Research output: Contribution to journal › Article

Graphics Processors

Performance Modeling

Online Learning

Graphics Processing Unit

Methodology

Detection mechanisms for unauthorized wireless transmissions

Chang, D., Bhat, G., Ogras, U., Bakkaloglu, B. & Ozev, S., Nov 1 2018, In : ACM Transactions on Design Automation of Electronic Systems. 23, 6, 70.

Research output: Contribution to journal › Article

Computer hardware

Supply chains

Cryptography

Decoding

Signal processing

3 Citations (Scopus)

Dynamic power budgeting for mobile systems running graphics workloads

Gupta, U., Ayoub, R., Kishinevsky, M., Kadjo, D., Soundararajan, N., Tursun, U. & Ogras, U., Jan 1 2018, In : IEEE Transactions on Multi-Scale Computing Systems. 4, 1, p. 30-40 11 p.

Research output: Contribution to journal › Article

Budget control

Program processors

Electric power utilization

Simulators

Cooling

Energy-Optimal Gesture Recognition using Self-Powered Wearable Devices

Park, J., Bhat, G., Geyik, C. S., Lee, H. G. & Ogras, U., Dec 20 2018, 2018 IEEE Biomedical Circuits and Systems Conference, BioCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8584746

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Gesture recognition

Gestures

Equipment and Supplies

Energy harvesting

Energy management