ICWE 2021 Workshops (eBook, PDF)

ICWE 2021 International Workshops, BECS and Invited Papers, Biarritz, France, May 18-21, 2021, Revised Selected Papers
Redaktion: Bakaev, Maxim; Srivastava, Abhishek; Pautasso, Cesare; Mrissa, Michael; Ko, In-Young

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 99
• Erscheinungstermin: 7. Dezember 2021
• Englisch
• ISBN-13: 9783030922313
• Artikelnr.: 63102769

Inhaltsangabe

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.