Openings

We are actively looking for exceptional students for the following positions:

1. Embedded and Cyber-Physical System Design: This project involves machine learning and optimization techniques to design energy efficient many-core systems, dynamic power and thermal management, and software-reconfigurable heterogeneous systems-on-chip (SoC).

2. In-Device Mobile Learning, Edge Computing, IoT: The goal of this project is to develop highly efficient deep learning model architectures which can enable faster and computationally inexpensive inference on the resource-constrained mobile/IoT devices.

3. Social Networks, Machine Learning, Hardware Accelerators: This project explores various angles on social network dynamics (e.g., Twitter/Reddit opinion spreading, adversarial activity and threat deterrence), as well as CPU/GPU architectures for large-scale graph processing.

Interested candidates should submit their resume and questions directly to Prof. Radu Marculescu at radum@utexas.edu.