Dr Shonali Krishnaswamy

Associate Professor (from January 2010), Faculty of Information Technology

Deputy Director, Centre for Distributed Systems and Software Engineering (DSSE)

Monash University
900 Dandenong Road
Caulfield East
VIC 3165
Australia

Location and Contacts:
Room: H.7.25 -Caulfield Campus

Tel: +613 99031967
Fax: +613 99031077

Email: shonali.krishnaswamyAT
infotech.monash.edu.au

Research Projects:

Ubiquitous and Mobile Data Stream Mining: Architectures, Algorithms and Applications

  • Open Mobile Miner: An Open Source Mobile Data Mining System
  • Resource-Aware Adaptiion for Mobile and Ubiqutious Data Stream Mining
  • Context-Aware / Situation-Aware Adaptation for Mobile Data Stream Mining
  • Fuzzy Context Spaces for Situation-Aware Reasoning
  • Fuzzy Interpretation for Ubiquitous Data Stream Clustering
  • Clutter-Aware Adaptive Visualisation Techniques for Mobile Data Stream Mining
  • Hybrid Techniques for Optimising Distributed Data Mining
  • On-board Mining in Wireless Sensor Networks
  • Context-Aware Sensing Environment for Energy Conservation in Wireless Sensor Networks
  • HiCoRE: Learning Highly Correlated Energy-efficient Rules in Wireless Sensor Networks
  • U & I Aware Framework for Intersection Safety
  • Crash Detection in Road Curves
  • Real-Time Monitoring of Cardiac Patients

Web Services and Service Oriented Computing

  • Verity: A Quality of Service Metric for Web Services Reputation
  • EADRMS: An Explanation-Aware Distributed Reputation Management System for Web Services
  • mTableaux: Enabling Semantic Reasoning for Mobile Service Discovery and Selection
  • Explaining and Reasoning about Rationale for User Ratings in Web Services
  • Web Service Selection Using Relevant Past Performance
  • Predicting Quality of Service Levels in Web Services
  • BES: A Pareto-Optimal Scheduler for Web Service Requests to Improve Response Time and Throughput

Mobile Software Agents

  • Context-Aware Run-Time Adapation and Dynamic Re-configuration of Mobile Agents
  • CALMA: Context-Aware Light-Weight Mobile BDI Agents
  • AMM: Agent Mobility Model to Support Mobile Agent Oriented Software Engineering
  • Performance Analysis of Mobile Agent Systems

Other Key Projects

  • IntelliVEE - Intelligent Virtual Educational Environment
  • Context-Aware Personalised Recommender Systems