ICWE 2021 Workshops: ICWE 2021 International Workshops, BECS and Invited Papers, Biarritz, France, May 18-21, 2021, Revised Selected Papers

by Maxim Bakaev (Editor), In-Young Ko (Editor), Michael Mrissa (Editor), Cesare Pautasso (Editor), Abhishek Srivastava (Editor)

Overview

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.

Product Details

ISBN-13:	9783030922306
Publisher:	Springer International Publishing
Publication date:	12/09/2021
Series:	Communications in Computer and Information Science , #1508
Edition description:	1st ed. 2022
Pages:	99
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

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.