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ICWE 2021 Workshops : ICWE 2021 International Workshops, BECS and Invited Papers, Biarritz, France, May 18-21, 2021, Revised Selected Papers / edited by Maxim Bakaev, In-Young Ko, Michael Mrissa, Cesare Pautasso, Abhishek Srivastava.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1508
- Communications in Computer and Information Science, 1865-0937 ; 1508
- Language:
- English
- Subjects (All):
- Application software.
- Artificial intelligence.
- Computer networks.
- Education-Data processing.
- Computer and Information Systems Applications.
- Artificial Intelligence.
- Computer Communication Networks.
- Computers and Education.
- Local Subjects:
- Computer and Information Systems Applications.
- Artificial Intelligence.
- Computer Communication Networks.
- Computers and Education.
- Physical Description:
- 1 online resource (XI, 99 pages) : 32 illustrations, 30 illustrations in color.
- Edition:
- 1st ed. 2022.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2022.
- System Details:
- text file PDF
- Summary:
- 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.
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-92231-3
- 9783030922313
- Access Restriction:
- Restricted for use by site license.
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