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Akshay Dua

Summer 2018 - Fall 2019
Computer Engineering (Electrical Engineering)
LinkedIn Profile: 
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Research Interests

OpenCL-based FPGA Computing

Dissertation/Thesis Title

Hardware Acceleration for Video Analytics on FPGA using OpenCL

First Job Placement After Graduation

CPU Microarchitect, Qualcomm

Publications

Conference Proceedings

Y. I. Li, Dua, A. , and Ren, F. , “Light-Weight RetinaNet for Object Detection on Edge Devices”, The 2020 IEEE World Forum on Internet of Things (WF-IoT'20). New Orleans, Louisiana, 2020. (2.43 MB) Conference Proceedings

Report

A. Dua, Li, Y. I. , and Ren, F. , “Systolic-CNN: An OpenCL-defined Scalable Run-time-flexible FPGA Accelerator Architecture for Accelerating Convolutional Neural Network Inference in Cloud/Edge Computing”, 2020. Report

Thesis

A. Dua, “Hardware Acceleration of Video Analytics on FPGA Using OpenCL”, Arizona State University, Tempe, 2019. (2.83 MB) Thesis