Research Interests Research Projects
Ongoing Projects:
- Augmenting Network Observability with Multi-task Learning (supported by a NSERC discovery grant)
Finished Projects:
- Copula-based dependence modeling for computer and communication networks (supported by a NSERC discovery grant)
- Toward verifiable services: bound-oriented network tomography (joint research with City U. of Hong Kong)
- Feline: a hybrid federated learning approach to anomaly detection of smart IoT gateways (Supported by Huawei, Canada)
- ShareCrowd: a new paradigm for mobile crowdsensing (supported by a NSERC strategic grant)
- Learning from failure: trend analysis for compromised accounts and passwords (supported by NSERC and Plurilock Security Solutions)
- Mining big sales data for buyer-seller recommendation (supported by NSERC and Terapeak)
- Improving Quality of Service in new mobile communication platforms (supported by Ericsson)
- Modeling the Power Reliability and Utilization of Internet Data Centers (supported by NSERC and Schneider Electric Canada)
- Distributed wireless platform for intelligent lighting control (supported by NSERC and InteLuma Energy Systems)
- Battling Internet water army: detection of online paid posters (partially supported by NSERC and MITACS)
- Structural properties and evolution of online social networks (partially supported by NSERC)
- Real-time scheduling for low-power wireless communications with energy harvesters (supported by NSERC and Kinsol Research)
- Performance modeling and analysis for information-driven networks (partially supported by NSERC, a fellowship from Centre for Quantifiable Quality of Service in Communication Systems (Q2S) at Norwegian University of Science and Technology (NTNU), and a fellowship from Japan Society for the Promotion of Science (JSPS))
- Ubiquitous communications and networking with Nokia virtual community (supported by Nokia)
- Pocket social networks: privacy-preserving information exchange with Nokia smartphones and tablets (supported by Nokia)
- Information processing and control with wireless sensor networks (Supported by NSERC, CFI, BCKDF)