computer science
OPENS DOORS
Photonic Neural Networks Research Group
I am leading the Photonic Neural Network Research Group, which is a sub-group in Systems Research Group. My research interests include
Resource Optimization in Computer Systems/Networks/Architectures
Graph Theory and its Applications (Geometric Embedding)
AI Acceleration with Photonic Computing and Communication (AI accelerators, Optimization, Chiplet)
Parallel and Distributed Computing (IoT, parallel model, multicore computers)
Wired/Wireless Networks (Optical Network-on-Chips, Sensor Networks, Data Center Networks)
High Performance Computing (Optical Computing/ Communication, Green/Cloud Computing)
Energy-related Research (Energy-efficient Design/Energy Modeling)
Research Fund:
Marsden Fund 2016-2020 (PI) by Royal Society of New Zealand: Optical Network-on-Chips (ONoCs): Architectures and Routing Algorithms for Ultra High-Throughput and Energy- Efficient On-Chip Communications (300,000$, 12 out of 113 in MIS panel)
UORG Fund 2020 (PI): Al-enabled Optical network-on-Chip (AI-NoC): Efficient Routing Schemes for Deep Learning Algorithm on Optical Network-on-Chips
UORG Fund 2015 (PI): Emerging Optical Network on Chips (ONoCs): Efficient Routing Schemes [this proposal also received Marsden Near Miss Fund in 2013 (8 our of 37)]
UORG Fund 2014 (PI): Energy-aware Task Scheduling for Parallel Applications on Multicore Computers [this proposal also received Marsden Near Miss Fund in 2012 (7 our of 29)]
