BECS 2021 Workshop Program (May, 18th)

09:00-09:15 CEST


09:15-10:00 CEST

Keynote talk


Distributing Intelligence in the Cloud-to-Edge Continuum

Dr. Domenico Siracusa, Head of the RiSING Research Unit at Fondazione Bruno Kessler (FBK), Italy

10:00-10:40 CEST

Paper session I


Putting Data Science Pipelines on the Edge

Ali Akoglu (University of Arizona, U.S.A.) and Genoveva Vargas-Solar (French Council of Scientific Research CNRS, LIRIS-LAFMIA, France)

DNN Model Deployment on Distributed Edges

Eunho Cho, Juyeon Yoon, Daehyeon Back, Dongman Lee and Doo-Hwan Bae, Korea Advanced Institute of Science and Technology, South Korea

10:40-11:00 CEST


11:00-12:20 CEST

Paper session II


Towards Proactive Context-Aware IoT Environments by means of Federated Learning

Rubén Rentero-Trejo, Daniel Flores-Martín, Jaime Galán-Jiménez, José García-Alonso, Juan Manuel Murillo and Javier Berrocal, Universidad de Extremadura, Spain


Real-time Deep Learning-based Anomaly Detection Approach for Multivariate Data Streams with Apache Flink

Tae Wook Ha, Jung Mo Kang and Myoung Ho Kim, Korea Advanced Institute of Science and Technology, South Korea


A Novel Approach to Dynamic Pricing for Cloud Computing Through Price Band Prediction

Dheeraj Rane, Vaishali Chourey and Ishan Indraniya, Medi-Caps University Indore, India


Learning-based Activation of Energy Harvesting Sensors for Fresh Data Acquisition

Sinwoong Yun, Dongsun Kim and Jemin Lee, Daegu Gyeongbuk Institute of Science and Technology, South Korea

12:20-12:30 CEST