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  • Conference proceedings
  • © 2021

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

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

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

Conference series link(s): ICSOC: International Conference on Service-Oriented Computing

Conference proceedings info: ICSOC 2020.

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  • ISBN: 978-3-030-76352-7
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Table of contents (55 papers)

  1. Front Matter

    Pages i-xiii
  2. Software Demonstrations

    1. Front Matter

      Pages 61-61
    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
  3. Artificial Intelligence for IT Operations (AIOPS 2020)

    1. Front Matter

      Pages 81-84
    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

Other Volumes

  1. Service-Oriented Computing

    18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14–17, 2020, Proceedings
  2. 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

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)

 

Keywords

  • Blockchain technologies
  • computer security
  • data mining
  • data security
  • databases
  • distributed computer systems
  • distributed systems
  • industry 4.0
  • Internet of Things
  • network protocols
  • service-oriented computing
  • services at the edge
  • signal processing
  • smart data
  • smart services
  • software architecture
  • software design
  • software engineering
  • telecommunication networks
  • telecommunication systems

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

Bibliographic Information

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-76352-7
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 109.99
Price excludes VAT (USA)