Abstract:

Adviser: Sudeep Pasricha
Co-Adviser: N/A
Non-ECE Member: Jedidiah McClurg, Computer Science
Member 3: Mahdi Nikdast, Electrical and Computer Engineering
Addional Members: Edwin Chong, Electrical and Computer Engineering

Publications:
S. Qi, D. Milojicic, C. Bash, S. Pasricha, “SHIELD: Sustainable Hybrid Evolutionary Learning Framework for Carbon, Wastewater, and Energy-Aware Data Center Management,” IEEE International Green and Sustainable Computing Conference (IGSC), 2023.
S. Qi, D. Milojicic, C. Bash, S. Pasricha, “MOSAIC: A Multi-Objective Optimization Framework for Sustainable Datacenter Management,” IEEE International Conference on High Performance Computing, Data, & Analytics (HiPC), 2023.
S. Qi, Y. Li, S. Pasricha, R.G. Kim, “MOELA: A Multi-Objective Evolutionary/Learning Design Space Exploration Framework for 3D Heterogeneous Manycore Platforms,” IEEE/ACM Design, Automation & Test in Europe Conference & Exhibition (DATE), 2022.

Publications to be Reviewed:
Canary: Fault-Tolerant FaaS for Stateful Time-Sensitive Applications

Reinforcement learning for resource management in multi-tenant serverless platforms

Program of Study:
ECE 571
ECE 575
ECE 580B6
ECE 580B9
ECE 604
ECE 699
ECE 795
MATH 510