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Service-Oriented Computing – ICSOC 2023 Workshops

AI-PA, ASOCA, SAPD, SQS, SSCOPE, WESOACS and Satellite Events, Rome, Italy, November 28-December 1, 2023, Revised Selected Papers

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Flavia Monti

    1. Sapienza University of Rome, Rome, Italy

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  2. Pierluigi Plebani

    1. Politecnico di Milano, Milan, Italy

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  3. Naouel Moha

    1. École de Technologie Supérieure, Montréal, Canada

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  4. Hye-young Paik

    1. University of New South Wales, Sydney, Australia

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  5. Johanna Barzen

    1. University of Stuttgart, Stuttgart, Germany

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  6. Gowri Ramachandran

    1. Queensland University of Technology, Brisbane, Australia

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  7. Devis Bianchini

    1. University of Brescia, Brescia, Italy

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  8. Damian A. Tamburri

    1. TU/e – JADS, Politecnico di Milano, Milan, Italy

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  9. Massimo Mecella

    1. Sapienza University of Rome, Rome, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14518)

Included in the following conference series:

Conference proceedings info: ICSOC 2023.

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About this book

This book constitutes revised selected papers from the scientific satellite events held in conjunction with the 21st International Conference on Service-Oriented Computing, ICSOC 2023. The conference was held in Rome, Italy, during November 28 – December 1, 2023.

This year, these satellite events were organized around four main tracks, including a workshop track, a demonstration track, a Ph.D. symposium, and an invited tutorial track.

The ICSOC 2023 workshop track consisted of the following six workshops covering a wide range of topics that fall into the general area of service computing:

Third International Workshop on AI-Enabled Process Automation (AI-PA 2023)

7th Workshop on Adaptive Service-Oriented and Cloud Applications (ASOCA2023)

First International Workshop on Secure, Accountable and Privacy-Preserving Data-Driven Service-Oriented Computing (SAPD 2023)

First Services and Quantum Software Workshop (SQS 2023)

First International Workshop on Sustainable Service-Oriented Computing: Addressing Environmental, Social, and Economic Dimensions (SSCOPE 2023)

19th International Workshop on Engineering Service-Oriented Applications and Cloud Services (WESOACS 2023)




Keywords

Table of contents (31 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. AI-PA: AI-enabled Process Automation Introduction

    1. Front Matter

      Pages 1-4
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    2. Predictive Auto-scaling: LSTM-Based Multi-step Cloud Workload Prediction

      • Basem Suleiman, Muhammad Johan Alibasa, Ya-Yuan Chang, Ali Anaissi
      Pages 5-16

    3. Adapting LLMs for Efficient, Personalized Information Retrieval: Methods and Implications

      • Samira Ghodratnama, Mehrdad Zakershahrak
      Pages 17-26

    4. Towards Improving Insurance Processes: A Time Series Analysis of Psychosocial Recovery After Workplace Injury Across Legislative Environments

      • John E. McMahon, Rasool Roozegar, Ashley Craig, Ian Cameron
      Pages 27-38

    5. Uncovering LLMs for Service-Composition: Challenges and Opportunities

      • Robin D. Pesl, Miles Stötzner, Ilche Georgievski, Marco Aiello
      Pages 39-48

    6. Transformative Predictive Modelling in the Business of Health: Harnessing Decision Trees for Strategic Insights and Enhanced Operational Efficiency

      • John E. McMahon, Ashley Craig, Ian Cameron
      Pages 49-61

    7. Breaking Boundaries: Can a Unified Hardware Abstraction Layer Simplify Transformer Deployments on Edge Devices?

      • Mehrdad Zakershahrak, Samira Ghodratnama
      Pages 62-71

    8. Improving Deep Learning Transparency: Leveraging the Power of LIME Heatmap

      • Helia Farhood, Mohammad Najafi, Morteza Saberi
      Pages 72-83

  3. ASOCA: Adaptive Service-oriented and Cloud Applications Introduction

    1. Front Matter

      Pages 85-89
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    2. Non-expert Level Analysis of Self-adaptive Systems

      • Claudia Raibulet, Xiaojun Ling
      Pages 91-102

  4. SAPD: Secure, Accountable and Privacy-Preserving Data-Driven Service-Oriented Computing Introduction

    1. Front Matter

      Pages 103-105
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    2. Federated Data Products: A Confluence of Data Mesh and Gaia-X for Data Sharing

      • Farouk Jeffar, Pierluigi Plebani
      Pages 107-118

    3. XPS++: A Publish/Subscribe System with Built-In Security and Privacy by Design

      • Noor Ahmed
      Pages 119-131

  5. SQS: Services and Quantum Software Introduction

    1. Front Matter

      Pages 133-136
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    2. On Rounding Errors in the Simulation of Quantum Circuits

      • Jonas Klamroth, Bernhard Beckert
      Pages 137-149

    3. Linear Structure of Training Samples in Quantum Neural Network Applications

      • Alexander Mandl, Johanna Barzen, Marvin Bechtold, Michael Keckeisen, Frank Leymann, Patrick K. S. Vaudrevange
      Pages 150-161

    4. Towards Higher Abstraction Levels in Quantum Computing

      • Hermann Fürntratt, Paul Schnabl, Florian Krebs, Roland Unterberger, Herwig Zeiner
      Pages 162-173

    5. Hybrid Data Management Architecture for Present Quantum Computing

      • Markus Zajac, Uta Störl
      Pages 174-184

    6. Quantum Block-Matching Algorithm Using Dissimilarity Measure

      • M. Martínez-Felipe, J. Montiel-Pérez, Victor Onofre, A. Maldonado-Romo, Ricky Young
      Pages 185-196
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Other volumes

  1. Service-Oriented Computing

  2. Service-Oriented Computing

  3. Service-Oriented Computing – ICSOC 2023 Workshops

Editors and Affiliations

  • Sapienza University of Rome, Rome, Italy

    Flavia Monti, Massimo Mecella

  • Politecnico di Milano, Milan, Italy

    Pierluigi Plebani

  • École de Technologie Supérieure, Montréal, Canada

    Naouel Moha

  • University of New South Wales, Sydney, Australia

    Hye-young Paik

  • University of Stuttgart, Stuttgart, Germany

    Johanna Barzen

  • Queensland University of Technology, Brisbane, Australia

    Gowri Ramachandran

  • University of Brescia, Brescia, Italy

    Devis Bianchini

  • TU/e – JADS, Politecnico di Milano, Milan, Italy

    Damian A. Tamburri

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