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ICSE 2022
Sun 8 - Fri 27 May 2022

Hybrid clouds bring together the advantages of the on-premises, private and public cloud services. Agility, privacy, and regulatory compliance are some of the advantages of hybrid clouds. However, the key characteristics of complex hybrid cloud application such as heterogeneity, reliability, interoperability, scalability and dynamic nature also makes old static approaches brittle. A digital twin can capture real time (meta) data of a hybrid cloud application and supply valuable insights for efficient management of the cloud services and analyzing faults. In this paper, we propose a digital twin assisted approach to analyze the faults, interoperability and reliability issues of a hybrid cloud-based application. We also present some metamorphic relations to analyze the reliability of our twin. Insights from digital twin can assist developers to take proactive measures before a fault occur. The digital twin can also help detect faults and identify the cause and remediation steps through data insights. The key advantage of using digital twin is that it helps detect issues in complex hybrid cloud applications in a holistic way.

Mon 16 May

Displayed time zone: Eastern Time (US & Canada) change

10:30 - 11:20
Technical Session 1: Software Ecosystems & Platform DevelopmentSESoS at SESoS room
Chair(s): Eleni Constantinou Eindhoven University of Technology
10:30
16m
Paper
Deriving Experiments from E-SECO Software Ecosystem in the Technology Transfer Process for the Livestock Domain
SESoS
Jonas Gomes UFJF, Vinicius Carvalho Lopes , Valdemar Graciano Neto Federal University of Goiás, Roberto Oliveira , Mohamad Kassab The Pennsylvania State University, José Maria David Federal University of Juiz de Fora, Regina Braga UFJF, Wagner p Arbex EMBRAPA
10:46
16m
Paper
Optimization of Anomaly Detection in a Microservice System Through Continuous Feedback from Development
SESoS
Adha Hrusto Lund University, Sweden, Emelie Engstrom Lund University, Per Runeson Lund University
11:03
16m
Paper
Digital Twin based Fault Analysis in Hybrid-cloud Applications
SESoS
Sankar Das Accenture Labs, India, Manish Ahuja Accenture Labs, Kapil Singi Accenture, Kuntal Dey Accenture Labs, India, Vikrant Kaulgud Accenture Labs, India, Mahesh Venkataraman Accenture, Teresa Tung Accenture

Information for Participants