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ICWE 2021 Workshops

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

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Maxim Bakaev

    1. Novosibirsk State Technical University, Novosibirsk, Russia

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  2. In-Young Ko

    1. Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

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  3. Michael Mrissa

    1. InnoRenew CoE, Izola, Slovenia

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  4. Cesare Pautasso

    1. Universita della Svizzera Italiana, Lugano, Switzerland

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  5. Abhishek Srivastava

    1. Indian Institute of Technology Indore, Indore, India

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1508)

Included in the following conference series:

Conference proceedings info: ICWE 2021.

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Table of contents (8 papers)

  1. Front Matter

    Pages i-xi
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  2. BECS Workshop

    1. Front Matter

      Pages 1-1
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    2. Putting Data Science Pipelines on the Edge

      • Ali Akoglu, Genoveva Vargas-Solar
      Pages 3-14

    3. DNN Model Deployment on Distributed Edges

      • Eunho Cho, Juyeon Yoon, Daehyeon Baek, Dongman Lee, Doo-Hwan Bae
      Pages 15-26

    4. Towards Proactive Context-Aware IoT Environments by Means of Federated Learning

      • Rubén Rentero-Trejo, Daniel Flores-Martin, Jaime Galán-Jiménez, José García-Alonso, Juan Manuel Murillo, Javier Berrocal
      Pages 27-38

    5. Real-Time Deep Learning-Based Anomaly Detection Approach for Multivariate Data Streams with Apache Flink

      • Tae Wook Ha, Jung Mo Kang, Myoung Ho Kim
      Pages 39-49

    6. A Novel Approach to Dynamic Pricing for Cloud Computing Through Price Band Prediction

      • Dheeraj Rane, Vaishali Chourey, Ishan Indraniya
      Pages 50-61

    7. Learning-Based Activation of Energy Harvesting Sensors for Fresh Data Acquisition

      • Sinwoong Yun, Dongsun Kim, Jemin Lee
      Pages 62-68

  3. Invited Papers

    1. Front Matter

      Pages 69-69
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    2. Exploiting Triangle Patterns for Heterogeneous Graph Attention Network

      • Eunjeong Yi, Min-Soo Kim
      Pages 71-81

    3. Towards Seamless IoT Device-Edge-Cloud Continuum:

      • Antero Taivalsaari, Tommi Mikkonen, Cesare Pautasso
      Pages 82-98

  4. Back Matter

    Pages 99-99
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Other volumes

  1. Web Engineering

  2. ICWE 2021 Workshops

Keywords

About this book

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.

Editors and Affiliations

  • Novosibirsk State Technical University, Novosibirsk, Russia

    Maxim Bakaev

  • Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

    In-Young Ko

  • InnoRenew CoE, Izola, Slovenia

    Michael Mrissa

  • Universita della Svizzera Italiana, Lugano, Switzerland

    Cesare Pautasso

  • Indian Institute of Technology Indore, Indore, India

    Abhishek Srivastava

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