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Link to original content: https://unpaywall.org/10.1007/978-3-030-76352-7
Service-Oriented Computing – ICSOC 2020 Workshops: AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14–17, 2020, Proceedings | SpringerLink
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Service-Oriented Computing – ICSOC 2020 Workshops

AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14–17, 2020, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Hakim Hacid

    1. Zayed University, Dubai, United Arab Emirates

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  2. Fatma Outay

    1. Zayed University, Dubai, United Arab Emirates

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  3. Hye-young Paik

    1. University of New South Wales, Sydney, Australia

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  4. Amira Alloum

    1. Huawei Paris Research Center, Paris, France

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  5. Marinella Petrocchi

    1. National Research Council C.N.R., Pisa, Italy

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  6. Mohamed Reda Bouadjenek

    1. Deakin University, Waurn Ponds, Australia

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  7. Amin Beheshti

    1. Macquarie University, Sydney, Australia

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  8. Xumin Liu

    1. Rochester Institute of Technology, Rochester, USA

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  9. Abderrahmane Maaradji

    1. Université de Paris, Paris, France

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12632)

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

Included in the following conference series:

Conference proceedings info: ICSOC 2020.

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About this book

This book constitutes revised and selected papers from the scientific satellite events held in conjunction with the18th International Conference on Service-Oriented Computing, ICSOC 2020. The conference was held virtually during December 14-17, 2020.

A total of 125 submissions were received for the satellite events. The volume includes 

9 papers from the PhD Symposium Track,
4 papers from the Demonstration Track, and 
45 papers from the following workshops:

  • International Workshop on Artificial Intelligence for IT Operations (AIOps)
  • International Workshop on Cyber Forensics and Threat Investigations Challenges in Emerging Infrastructures (CFTIC 2020)
  • 2nd Workshop on Smart Data Integration and Processing (STRAPS 2020)
  • International Workshop on AI-enabled Process Automation (AI-PA 2020)
  • International Workshop on Artificial Intelligence in the IoT Security Services (AI-IOTS 2020)

 

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Table of contents (55 papers)

  1. Front Matter

    Pages i-xiii
    Download chapter PDF

  2. Ph.D Symposium

    1. Front Matter

      Pages 1-1
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    2. Staking Assets Management on Blockchains: Vision and Roadmap

      • Stefan Driessen
      Pages 3-9

    3. Hybrid Context-Aware Method for Quality Assessment of Data Streams

      • Mostafa Mirzaie
      Pages 10-16

    4. Container-Based Network Architecture for Mobility, Energy and Security Management as a Service in IoT Environments

      • Zahid Iqbal
      Pages 17-24

    5. Towards a Rule-Based Recommendation Approach for Business Process Modeling

      • Diana Sola
      Pages 25-31

    6. Towards a Privacy Conserved and Linked Open Data Based Device Recommendation in IoT

      • Fouad Komeiha, Nasredine Cheniki, Yacine Sam, Ali Jaber, Nizar Messai, Thomas Devogele
      Pages 32-39

    7. Learning Performance Models Automatically

      • Runan Wang
      Pages 40-46

    8. Blockchain-Based Business Processes: A Solidity-to-CPN Formal Verification Approach

      • Ikram Garfatta, Kaïs Klai, Mahamed Graïet, Walid Gaaloul
      Pages 47-53

    9. Formal Quality of Service Analysis in the Service Selection Problem

      • Agustín Eloy Martinez-Suñé
      Pages 54-60

  3. Software Demonstrations

    1. Front Matter

      Pages 61-61
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    2. A Crowdsourcing-Based Knowledge Graph Construction Platform

      • Xingkun Liu, Zhiying Tu, Zhongjie Wang, Xiaofei Xu, Yin Chen
      Pages 63-66

    3. Data Interaction for IoT-Aware Wearable Process Management

      • Stefan Schönig, Richard Jasinski, Andreas Ermer
      Pages 67-71

    4. SiDD: The Situation-Aware Distributed Deployment System

      • Kálmán Képes, Frank Leymann, Benjamin Weder, Karoline Wild
      Pages 72-76

    5. AuraEN: Autonomous Resource Allocation for Cloud-Hosted Data Processing Pipelines

      • Sunil Singh Samant, Mohan Baruwal Chhetri, Quoc Bao Vo, Ryszard Kowalczyk, Surya Nepal
      Pages 77-80

  4. Artificial Intelligence for IT Operations (AIOPS 2020)

    1. Front Matter

      Pages 81-84
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    2. Performance Diagnosis in Cloud Microservices Using Deep Learning

      • Li Wu, Jasmin Bogatinovski, Sasho Nedelkoski, Johan Tordsson, Odej Kao
      Pages 85-96

    3. Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models

      • Fadhel Ayed, Lorenzo Stella, Tim Januschowski, Jan Gasthaus
      Pages 97-109

    4. A Systematic Mapping Study in AIOps

      • Paolo Notaro, Jorge Cardoso, Michael Gerndt
      Pages 110-123

    5. An Influence-Based Approach for Root Cause Alarm Discovery in Telecom Networks

      • Keli Zhang, Marcus Kalander, Min Zhou, Xi Zhang, Junjian Ye
      Pages 124-136
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Other volumes

  1. Service-Oriented Computing

  2. Service-Oriented Computing – ICSOC 2020 Workshops

Editors and Affiliations

  • Zayed University, Dubai, United Arab Emirates

    Hakim Hacid, Fatma Outay

  • University of New South Wales, Sydney, Australia

    Hye-young Paik

  • Huawei Paris Research Center, Paris, France

    Amira Alloum

  • National Research Council C.N.R., Pisa, Italy

    Marinella Petrocchi

  • Deakin University, Waurn Ponds, Australia

    Mohamed Reda Bouadjenek

  • Macquarie University, Sydney, Australia

    Amin Beheshti

  • Rochester Institute of Technology, Rochester, USA

    Xumin Liu

  • Université de Paris, Paris, France

    Abderrahmane Maaradji

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