HKBU  |  SCI  |  BUniPort  |  Library  |  Alumni  |  Job Vacancies  |  Intranet  |  Sitemap        
Undergraduate Admissions
Taught Postgraduate Admissions
Research Postgraduate Admissions
Job Vacancies
News & Achievements
Events
Video
Research Highlights
Contact & Direction
International Exchange and Internship Programmes
 

RESEARCH HIGHLIGHTS

Some of the project highlights of the Department are listed below:

Distributed Systems and Networking (DSAN)

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.


Project in Different Research Areas:

Artificial Intelligence and Machine Learning (AIML) Big Data and Data Management (BDDM) Computer Vision and Pattern Recognition (CVPR) Distributed Systems and Networking (DSAN)
Copyright © 2020. All rights reserved.Privacy Policy
Department of Computer Science, Hong Kong Baptist University
Hong Kong Baptist University