ICWE 2021 Workshops

ICWE 2021 International Workshops, BECS and Invited Papers, Biarritz, France, May 18-21, 2021, Revised Selected Papers
1. Auflage 2022
ISBN: 978-3-030-92230-6
Verlag: Springer International Publishing

Buch, Englisch, Band 1508, 99 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 184 g

Reihe: Communications in Computer and Information Science

This book constitutes the thoroughly refereed post-workshop proceedings of the 21th International Conference on Web Engineering, ICWE 2021, held in Biarritz, France, in May 2021.*
The first international workshop on Big data-driven Edge Cloud Services (BECS 2021)  was held to provide a venue in which scholars and practitioners can share their experiences and present on-going work on providing value-added Web services for users by utilizing big data in edge cloud environments. The 5 revised full papers and 1 revised short contribution selected from 11 submissions are presented with 2 invited papers.
*The conference was held virtually due to the COVID-19 pandemic.

Zielgruppe

Research

Autoren/Hrsg.

Bakaev, Maxim

Ko, In-Young

Srivastava, Abhishek

Mrissa, Michael

Pautasso, Cesare

Fachgebiete

• Mathematik | Informatik EDV | Informatik Angewandte Informatik

Inhaltsverzeichnis

BECS 2021.- Putting Data Science Pipelines on the Edge.- DNN Model Deployment on Distributed Edges.- Towards Proactive Context-Aware IoT Environments by means of Federated Learning.- Real-time Deep Learning-based Anomaly Detection Approach for Multivariate Data Streams with Apache Flink.- A Novel Approach to Dynamic Pricing for Cloud Computing Through Price Band Prediction.- Learning-based Activation of Energy Harvesting Sensors for Fresh Data Acquisition.- Invited Papers.- Exploiting Triangle Patterns for Heterogeneous Graph Attention Network.- Towards Seamless IoT Device-Edge-Cloud Continuum: Software Architecture Options of IoT Devices Revisited.