ICWE 2021 Workshops〈1st ed. 2022〉 : ICWE 2021 International Workshops, BECS and Invited Papers, Biarritz, France, May 18–21, 2021, Revised Selected Papers

著者名：Bakaev, Maxim (EDT)/Ko, In-Young (EDT)/Mrissa, Michael (EDT)/Pautasso, Cesare (EDT)/Srivastava, Abhishek (EDT)

Springer（2021/12/07発売）

• 言語：ENG
• ISBN：9783030922306
• eISBN：9783030922313

Description

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.

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.