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Service-Oriented Computing

19th International Conference, ICSOC 2021, Virtual Event, November 22–25, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Hakim Hacid

    1. Zayed University, Dubai, United Arab Emirates

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  2. Odej Kao

    1. Technical University of Berlin, Berlin, Germany

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  3. Massimo Mecella

    1. Informatica Automatica Gestio, Sapienza University of Rome, Rome, Italy

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  4. Naouel Moha

    1. Departement d'Informatique, University of Quebec, Montreal, Canada

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  5. Hye-young Paik

    1. UNSW Sydney, Sydney, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13121)

Part of the book sub series: Programming and Software Engineering (LNPSE)

Included in the following conference series:

Conference proceedings info: ICSOC 2021.

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Table of contents (67 papers)

  1. Cloud/edge Computing

    1. WattEdge: A Holistic Approach for Empirical Energy Measurements in Edge Computing

      • Mohammad S. Aslanpour, Adel N. Toosi, Raj Gaire, Muhammad Aamir Cheema
      Pages 531-547

    2. Improving Load Balancing for Modern Data Centers Through Resource Equivalence Classes

      • Kaiyue Duan, Yusen Li, Trent G. Marbach, Gang Wang, Xiaoguang Liu
      Pages 548-562

    3. Computation Offloading and Resource Management for Energy and Cost Trade-Offs with Deep Reinforcement Learning in Mobile Edge Computing

      • Ruichao Mo, Xiaolong Xu, Xuyun Zhang, Lianyong Qi, Qi Liu
      Pages 563-577

    4. Deep Reinforcement Learning Based Task Offloading Strategy Under Dynamic Pricing in Edge Computing

      • Bing Shi, Feiyang Chen, Xing Tang
      Pages 578-594

  2. Vision Papers

    1. Front Matter

      Pages 595-595
      Download chapter PDF

    2. BRIBOT: Towards a Service-Based Methodology for Bridging Business Processes and IoT Big Data

      • Volker Gruhn, Yanbo Han, Marc Hesenius, Manfred Reichert, Guiling Wang, Jian Yu et al.
      Pages 597-611

    3. Cross-Silo Process Mining with Federated Learning

      • Asjad Khan, Aditya Ghose, Hoa Dam
      Pages 612-626

    4. Application-Platform Co-design for Serverless Data Processing

      • Sebastian Werner, Stefan Tai
      Pages 627-640

  3. Short Papers

    1. Front Matter

      Pages 641-641
      Download chapter PDF

    2. A Reinforcement Learning Approach for Re-allocating Drone Swarm Services

      • Balsam Alkouz, Athman Bouguettaya
      Pages 643-651

    3. TAGen: Generating Trigger-Action Rules for Smart Homes by Mining Event Traces

      • Liwei Liu, Wei Chen, Lu Liu, Kangkang Zhang, Jun Wei, Yan Yang
      Pages 652-662

    4. Joint Optimization of UAV Trajectory and Task Scheduling in SAGIN: Delay Driven

      • Hongyue Kang, Xiaolin Chang, Jelena Mišić, Vojislav B. Mišić, Junchao Fan
      Pages 663-671

    5. Weaving Open Services with Runtime Models for Continuous Smart Cities KPIs Assessment

      • Martina De Sanctis, Ludovico Iovino, Maria Teresa Rossi, Manuel Wimmer
      Pages 672-681

    6. A Structure Alignment Deep Graph Model for Mashup Recommendation

      • Eduardo Lima, Xumin Liu
      Pages 682-690

    7. CSSR: A Context-Aware Sequential Software Service Recommendation Model

      • Mingwei Zhang, Jiayuan Liu, Weipu Zhang, Ke Deng, Hai Dong, Ying Liu
      Pages 691-699

    8. LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision

      • Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Alexander Acker
      Pages 700-707

    9. LogDP: Combining Dependency and Proximity for Log-Based Anomaly Detection

      • Yongzheng Xie, Hongyu Zhang, Bo Zhang, Muhammad Ali Babar, Sha Lu
      Pages 708-716

    10. MMA-Net: A MultiModal-Attention-Based Deep Neural Network for Web Services Classification

      • Jing Zhang, Changran Lei, Yilong Yang, Borui Wang, Yang Chen
      Pages 717-727

    11. Incentive Mechanism for Spatial Crowdsourcing Cooperation: A Fair Revenue Allocation Method

      • Xiaowei Wang, An Liu, Shushu Liu, Junhua Fang, Jiajie Xu
      Pages 728-735

    12. Sprelog: Log-Based Anomaly Detection with Self-matching Networks and Pre-trained Models

      • Haitian Yang, Xuan Zhao, Degang Sun, Yan Wang, Weiqing Huang
      Pages 736-743
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Other volumes

  1. Service-Oriented Computing

  2. Service-Oriented Computing – ICSOC 2021 Workshops

Keywords

About this book

This book constitutes the proceedings of the 19th International Conference on Service-Oriented Computing, ICSOC 2020, which is held virtually in November 2021.

The 29 full, 28 short, and 3 vision papers included in this volume were carefully reviewed and selected from 189 submissions. They were organized in topical sections named: Blockchains and smart contracts, Architectures, microservices and APIs, Applications, Internet-of-Things, crowdsourced, social, and conversational services, Service composition and recommendation, Cloud computing, and Edge computing.

Editors and Affiliations

  • Zayed University, Dubai, United Arab Emirates

    Hakim Hacid

  • Technical University of Berlin, Berlin, Germany

    Odej Kao

  • Informatica Automatica Gestio, Sapienza University of Rome, Rome, Italy

    Massimo Mecella

  • Departement d'Informatique, University of Quebec, Montreal, Canada

    Naouel Moha

  • UNSW Sydney, Sydney, Australia

    Hye-young Paik

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