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Service-Oriented Computing

20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Javier Troya

    1. University of Malaga, Málaga, Spain

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  2. Brahim Medjahed

    1. University of Michigan-Dearborn, Dearborn, USA

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  3. Mario Piattini

    1. University of Castilla-La Mancha, Ciudad Real, Spain

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  4. Lina Yao

    1. The University of New South Wales, Sydney, Australia

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  5. Pablo Fernández

    1. University of Seville, Seville, Spain

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  6. Antonio Ruiz-Cortés

    1. University of Seville, Seville, Spain

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13740)

Included in the following conference series:

Conference proceedings info: ICSOC 2022.

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About this book

This book constitutes the proceedings of the 20th International Conference on Service-Oriented Computing, ICSOC 2022, held in Seville, Spain, in November -December 2022.

The 29 full, 15 short, and 4 vision papers included in this volume were carefully reviewed and selected from 221 submissions. They were organized in topical sections named: ​service modeling and mining; quality of service; microservices; service personalization, recommendation, and crowdsourcing; blockchain; IoT and green computing; services for cloud, edge, and fog computing; artificial intelligence and machine learning for service computing; vision papers.

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Keywords

Table of contents (48 papers)

  1. Front Matter

    Pages i-xxv
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  2. Service Modeling and Mining

    1. Front Matter

      Pages 1-1
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    2. Optimization of BPMN Processes via Automated Refactoring

      • Francisco Durán, Gwen Salaün
      Pages 3-18

    3. Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data

      • Daniel Schuster, Michael Martini, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
      Pages 19-35

    4. A Framework for Extracting and Encoding Features from Object-Centric Event Data

      • Jan Niklas Adams, Gyunam Park, Sergej Levich, Daniel Schuster, Wil M. P. van der Aalst
      Pages 36-53

    5. Automated RESTful API Service Discovery with Various Interface Features

      • Shuaijun Wang, Yuanyuan Zhou, Zhijun Ding
      Pages 54-70

    6. Enhancing Performance Modeling of Serverless Functions via Static Analysis

      • Runan Wang, Giuliano Casale, Antonio Filieri
      Pages 71-88

    7. Service Regulation: Modeling and Recognition

      • **tao Chen, Jianwei Yin, Shuiguang Deng, Tiancheng Zhao, Meng **
      Pages 89-104

  3. Quality of Service

    1. Front Matter

      Pages 105-105
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    2. WebQMon.ai: Gateway-Based Web QoE Assessment Using Lightweight Neural Networks

      • Enge Song, Tian Pan, Qiang Fu, Chenhao Jia, Jiao Zhang, Tao Huang et al.
      Pages 107-124

    3. Temporal-Aware QoS Prediction via Dynamic Graph Neural Collaborative Learning

      • Shengxiang Hu, Guobing Zou, Bofeng Zhang, Shaogang Wu, Shiyi Lin, Yanglan Gan et al.
      Pages 125-133

    4. Mobility-Aware Proactive QoS Monitoring for Mobile Edge Computing

      • Ting Wei, Pengcheng Zhang, Hai Dong, Huiying **, Athman Bouguettaya
      Pages 134-142

    5. TRQP: Trust-Aware Real-Time QoS Prediction Framework Using Graph-Based Learning

      • Suraj Kumar, Soumi Chattopadhyay
      Pages 143-152

  4. Microservices

    1. Front Matter

      Pages 153-153
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    2. Misty: Microservice-Based Streaming Trajectory Similarity Search

      • Jiachun Tao, Zhicheng Pan, Junhua Fang, **fu Chao, Pengpeng Zhao, Jiajie Xu
      Pages 155-170

    3. BSDG: Anomaly Detection of Microservice Trace Based on Dual Graph Convolutional Neural Network

      • Kuanzhi Shi, **g Li, Yuecan Liu, Yuzhu Chang, Xuyang Li
      Pages 171-185

    4. SCORE: A Resource-Efficient Microservice Orchestration Model Based on Spectral Clustering in Edge Computing

      • Ning Li, Yusong Tan, **aochuan Wang, Bao Li, Jun Luo
      Pages 186-202

    5. Combining Static and Dynamic Analysis to Decompose Monolithic Application into Microservices

      • Khaled Sellami, Mohamed Aymen Saied, Ali Ouni, Rabe Abdalkareem
      Pages 203-218

    6. MicroSketch: Lightweight and Adaptive Sketch Based Performance Issue Detection and Localization in Microservice Systems

      • Yufeng Li, Guangba Yu, Pengfei Chen, Chuanfu Zhang, Zibin Zheng
      Pages 219-236

    7. Proactive-Reactive Global Scaling, with Analytics

      • Lorenzo Bacchiani, Mario Bravetti, Maurizio Gabbrielli, Saverio Giallorenzo, Gianluigi Zavattaro, Stefano Pio Zingaro
      Pages 237-254
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Other volumes

  1. Service-Oriented Computing

  2. Service-Oriented Computing – ICSOC 2022 Workshops

Editors and Affiliations

  • University of Malaga, Málaga, Spain

    Javier Troya

  • University of Michigan-Dearborn, Dearborn, USA

    Brahim Medjahed

  • University of Castilla-La Mancha, Ciudad Real, Spain

    Mario Piattini

  • The University of New South Wales, Sydney, Australia

    Lina Yao

  • University of Seville, Seville, Spain

    Pablo Fernández, Antonio Ruiz-Cortés

Bibliographic Information

  • Book Title: Service-Oriented Computing

  • Book Subtitle: 20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings

  • Editors: Javier Troya, Brahim Medjahed, Mario Piattini, Lina Yao, Pablo Fernández, Antonio Ruiz-Cortés

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-20984-0

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-20983-3Published: 17 November 2022

  • eBook ISBN: 978-3-031-20984-0Published: 22 November 2022

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXV, 687

  • Number of Illustrations: 37 b/w illustrations, 204 illustrations in colour

  • Topics: Computer Applications, Artificial Intelligence, Computer Communication Networks, Software Engineering/Programming and Operating Systems

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