CREDIT Center / Research
Recent Research Progress (1-1)
Research Thrust 1
Research Thrust 1
Data collection server implementation
Stream cloud computing platform setup
Spark internal delta structure RDD extension
Design, implement and parallelize stream data analytics algorithms
Explore streaming data real-time scheduling strategies and conduct accelerator-based optimization
Recent Research Progress (1-2)
Convergence of big data analytics and computationally-intensive computing
Military Big data analytics platform on top of Hadoop + Spark + cloud
Recent Research Progress (2-1)
Research Thrust 2
Research Thrust 2
Optimized channel/resource allocation
λ-augmented tree enhanced CRSN
Scalable data collection with compressive sampling
Studying the availability of wireless links for reliable communication subject to jamming and other forms of intelligent attacks
IoT fingerprinting and intrusion detection
MEC based hierarchical data collection and computing tasks offloading
Recent Research Progress (3-1)
Research Thrust 3
Research Thrust 3
High-dimensional data analysis
Handle missing data
Hard/Soft data mining using Dempster-Shafer theory (CCT) to address uncertainty
Novel transfer learning framework
Recent Research Progress (4)
Research Thrust 4
Research Thrust 4
New algorithms design for streaming data visualization
Interactive 3D Visualization for Cloud-based Big Data Applications
Hybrid Autonomous Sensing System
Research Awards
