Dr. Tianyun Zhang, an assistant professor in the Department of Electrical Engineering and Computer Science (ECE), has been awarded a two year, $174,233 grant from the National Science Foundation (NSF) for research on Edge Computing. Edge Computing involves distributed computing with localized calculations and decision making, as opposed to centralizing data storage and computation in the cloud. Cloud-based computing can result in a lag while data is uploaded, processed, and then communicated back.

The project, titled "A Systematic Multi-Task Learning Framework for Improving Deep Learning Efficiency on Edge Platforms," is funded by the NSF's Division of Computer and Network Systems (CNS). Multi-task learning is a subfield of machine learning in which a shared model is used to solve different tasks simultaneously. For example, there are multiple tasks to be done in real-time in self-driving cars, including object detection and depth estimation.

Read entire article from Office of Research News here.

About CSU and the Washkewicz College of Engineering

​​​​​​Cleveland State University is a public institution located in Cleveland, Ohio. The university has an enrollment of more than 16,000 students in programs at the baccalaureate, masters, and doctoral levels. The university is accredited by the Higher Learning Commission and is currently awaiting reaffirmation of accreditation. Washkewicz College of Engineering offers graduate and undergraduate program. The undergraduate programs are accredited by the Accreditation Board for Engineering and Technology (ABET) (http://www.abet.org). This year, the College will celebrate its Centennial Anniversary. To learn more about the College, please visit: engineering.csuohio.edu.