SenSys 2019

Sunday, November 10, 2019

8:30 – 9:00

Registration (Venue: floor - 5, Room - Hamilton 503, Hamilton Hall, Columbia University)

9:00 – 9:15

Introduction to SenSys-ML (Poonam Yadav and Valerie Liptak)

9:15 – 10:15

Deep Neural Network Services for IoT Applications Keynote speech by Tarek Abdelzaher, University of Illinois at Urbana Champaign (Joint with AIChallengeIoT workshop)

10:15 – 10:40

Morning Coffee Break

10:40 – 12:10

Session I: Machine Learning in Embedded Systems (Room 503/507)

Embedded Deep Inference in Practice - Case for Model Partitioning
Swarnava Dey (TCS Research and Innovation); Arijit Mukherjee (TCS Research and Innovation); Arpan Pal (TCS Research and Innovation); Balamuralidhar P. (TCS Research and Innovation)
Skipping RNN State Updates without Retraining the Original Model
Jin Tao (Washington State University); Urmish Thakker (Arm ML Research Lab); Ganesh Dasika (Arm ML Research Lab); Jesse Beu (Arm ML Research Lab)
Efficient Sparse Processing in Smart Home Applications
Rishikanth Chandrasekaran (UC San Diego); Yunhui Guo (UC San Diego); Anthony Thomas (UC San Diego); Massimiliano Menarini (UC San Diego); Michael H Ostertag (UC San Diego); Yeseong Kim (UC San Diego); Tajana Rosing (UC San Diego)
(Sensys Poster) "Sensing" the IoT Network: Machine learning in Ethical Capture of Domestic IoT Network Traffic
Diana Andreea Popescu (University of Cambridge), Vadim Safronov (University of Cambridge), Poonam Yadav (University of Cambridge), Richard Mortier (University of Cambridge), Roman Kolcun (Imperial College London) , Anna Maria Mandalari (Imperial College London), Hamed Haddadi (Imperial College London), Derek McAuley (University of Nottingham)

12:10 – 13:30

Lunch

13:30 – 15:00

Session II: Applications (Room 503/507)

Emotion Filtering at the Edge
Ranya Aloufi (Imperial College London); Hamed Haddadi (Imperial College London); David Boyle (Imperial College London)
KingFisher:an Industrial Security Framework based on Variational Autoencoders
Federico Turrin (University of Padua); Mauro Conti (University of Padua); Giuseppe Bernieri (University of Padua)
GazeFCW: Filter Collision Warning Triggers by Detecting Driver's Gaze Area
Yinan Ma (Shanghai Jiao Tong University); Jing Wu (Shanghai Jiao Tong University); Chengnian Long (Shanghai Jiao Tong University)
Finding Dory in the Crowd: Detecting Social Interactions using Multi-Modal Mobile Sensing
Kleomenis Katevas (Imperial College London); Katrin Haensel (Queen Mary University of London); Richard Clegg (Queen Mary University of London); Ilias Leontiadis (Samsung AI Cambridge); Hamed Haddadi (Imperial College London); Laurissa Tokarchuk (Queen Mary University of London)

15:00 – 15:05

Best Paper Award

15:05 – 15:15

Afternoon Coffee Break

15:15 – 16.30

Session III: AI Systems and Applications (Room 503/507)

Joint with AIChallengeIoT (see details here) workshop

16:30 – 17:30

Panel discussion: Efficient &Trustworthy AI at the IoT Edge (Room 503)

Joint with AIChallengeIoT (see details here) workshop

17:30 – 18:30

Happy Hour and Networking

Joint with AIChallengeIoT workshop