Posters here; Older demos here.
Resilience/Optimization: Risk-aware Task Placement
Demonstrates advantages of risk-aware placement of computations in IoBTs.
Resilience/Optimization: Resilience to Adversarial Workloads
Demonstrates placement of computations on the network edge in the presence of adversarial workloads. A presentation describes the underlying principles followed by a simple demonstration.
Resilience: Mitigating Platform-induced Uncertainty
Demonstrates effect of resilience mechanisms of reinforcement learning to unpredictability in platform execution times.
Efficiency: Compressive Offloading
Demonstrates roughly 10x efficiency gain in video offloading (best paper award, ACM Sensys 2020)
Efficiency: Live 360 Video Streaming and Action Detection
Demonstrates 360 videos being streamed from White Sands to UIUC and processed by action detection algorithms.
Efficiency: Efficient Multi-sensor Coverage of Region of Interest (RoI)
Demonstrates efficiency gains arising from collaboration among multiple cameras to optimize exfiltrated data while attaining coverage of a region of interest.
Efficiency: Attention-based Communication
This is a demonstration of middleware that reduces data communication needs between edge sensors and AI components by focusing attention on key parts of the scene only.
Testbeds: Connecting to the Meteorological Sensor Array
Demonstrates a data analysis and anomaly detection application running on UIUC on MSA sensor data.