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Collaborative Business Process Fault Resolution in the Services Cloud.

Muhammad Adeel Zahid1, Basit Shafiq1, Jaideep Vaidya1

  • 1Department of Computer Science, Lahore University of Management Sciences, Lahore, Pakistan.

IEEE Transactions on Services Computing
|February 13, 2023
PubMed
Summary
This summary is machine-generated.

This study introduces a method for fixing errors in distributed business process (BP) applications by learning from existing fault-free BPs. It identifies the minimal changes needed to resolve faults, improving application reliability.

Keywords:
Business processesFault resolutionWeb services

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Area of Science:

  • Computer Science
  • Software Engineering
  • Distributed Systems

Background:

  • Cloud and edge computing facilitate rapid deployment of distributed applications.
  • Platforms exist for developing business process (BP) applications via service composition.
  • Developed BPs may contain faults, necessitating effective resolution strategies.

Purpose of the Study:

  • To formalize collaborative fault resolution for distributed BPs.
  • To leverage information from fault-free BPs to fix errors in user-developed BPs.
  • To identify the minimal set of transformations for fault correction.

Main Methods:

  • Formalization of collaborative BP fault resolution.
  • Association analysis of pairwise transformations between faulty and fault-free BPs.
  • Identification of minimal transformation sets for fault repair.

Main Results:

  • An approach for collaborative fault resolution in BPs is presented.
  • The method effectively identifies minimal transformations to resolve faults.
  • Experimental evaluation confirms the approach's effectiveness on synthetic and real-world BPs.

Conclusions:

  • The proposed approach enhances the reliability of distributed BP applications.
  • Collaborative fault resolution using existing BPs is a viable strategy.
  • The method offers an effective way to identify and apply necessary corrections to faulty BPs.