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RESEARCH AREAS

Computational Intelligence Databases and Information Management Networking and Systems Pattern Recognition and Machine Learning

Networking and Systems

Networking and Systems focuses on research and development of major networking topics, including but not limited to wireless networks, mobile location estimation, ubiquitous computing, Internet systems, communication services, peer-to-peer networks, optical networks and high-performance computing etc.


Faculty Involved:


Funded Research and Consultancy Projects in the Past Few Years:

Energy-efficient Training of Multiple Deep Learning Models on GPU Clusters
Staff Prof. CHU, Xiaowen
Objectives
  • To build up an open data set of GPU performance and power with DVFS;
  • To develop performance and power models for the training jobs of deep learning models;
  • To design online algorithms for resource allocation and task scheduling problem on GPU clusters;
  • To implement an open-source job management and scheduling system, and to evaluate the performance of the proposed solutions using real-world experiments.

Indoor Location Analytics System for Exhibition and Convention Industries (ILAS)
Staff Prof. NG, Joseph Kee Yin
Objectives
  • The proposed system brings new opportunities to different stakeholders in the Exhibition and Convention Industry.
  • The buyers and exhibitors will have their matchmaking costs reduced and thus their levels of satisfaction increased.More
  • The exhibition organizers, with the collected movement data stored at the backend analytics server, are provided with decision support for better booth arrangement of exhibitors as well as supportive information for promoting exhibitors at sub-optimal booth areas.

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Department of Computer Science, Hong Kong Baptist University
Hong Kong Baptist University