Technical Program

08:45 - 09:00 Workshop Welcome

09:00 - 10:00 Keynote 1

10:00 - 10:30 Session 1

     
*DeepHome: Distributed Inference with Heterogeneous Devices in the Edge
     
*ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human Activity Recognition

10:30 - 11:00 Coffee Break

11:00 - 11:45 Session 2

     
*Enhanced Partitioning of DNN Layers for Uploading from Mobile Devices to Edge Servers
     
*A Case for Two-stage Inference with Knowledge Caching
     
*Exploring Image Reconstruction Attack in Deep Learning Computation Offloading

11:45 - 12:30 Panel Discussion

12:30 - 14:00 Lunch

14:00 - 15:00 Session 3

     
*EmBench: Demystifying The Performance Of Deep Neural Networks Across Modern Commodity Devices
     
*Bluetooth Beacon-Based Indoor Localization Using Self-Learning Neural Network

15:00 - 15:30 Coffee Break

15:30 - 15:45 Closing Remarks