DrMuhammad Islam
Teaching Fellow
Faculty of Science Engineering and Built Environment/School of Information Technology
- Teaching FellowFaculty of Science Engineering and Built Environment/School of Information Technology
- +61392517175 (Work)
- Melbourne Burwood Campus, 221 Burwood Highway, Burwood, Victoria 3125
RESEARCH INTERESTS
Muhammad's research focuses on developing secure, efficient and intelligent distributed computing systems for real-world and resource-constrained environments. His research expertise spans mobile and edge computing, Internet of Things (IoT), privacy-preserving technologies, blockchain, differential privacy and applied artificial intelligence.
His current research explores mobile collaborative computing, with a focus on enabling mobile and edge devices to collaboratively share computational resources and support distributed processing more efficiently. This work considers areas such as resource sharing, trust, validation, privacy and effective utilisation of distributed computing capabilities.
He is also involved in developing cost-effective IoT and edge-computing solutions for smart waste management and early hazard detection. This research combines multimodal sensing, real-time monitoring and edge intelligence to support safer and more efficient waste collection environments.
These current research directions build on his doctoral research in privacy-preserving blockchain systems for Industrial Internet of Things (IIoT) environments, where his work investigated approaches to balancing privacy, data utility and system performance. Collectively, his research aims to develop trustworthy, efficient and deployable computing solutions that bridge advances in distributed systems with practical societal and industrial applications.
GRANTS
- INTERNAL GRANTDevice-Enhanced Multi-Access Edge Computing (Device-Enhanced-MEC)2023 SIT Research Demos and Showcase GrantScheme15 Nov 2023 - 31 Dec 2023