Performance analysis for workflow management systems under role-based authorization control

Limin Liu*, Ligang He, Stephen A. Jarvis

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Role-Based Access Control (RBAC) remains one of the most popular authorization control mechanisms. Workflow is a business flow composed of several related tasks. These tasks are interrelated and context-dependent during their execution. Under many circumstances execution context introduces uncertainty in authorization decisions for tasks. This paper investigates the role-based authorization model with the runtime context constraints and dynamic cardinality constraints. The Generalized Stochastic Petri-net is used to model the authorization process. Moreover, due to the state explosion problem in the Petri-net formalism, the proposed modeling method combines the Queuing theory to analyze both system-oriented and user-oriented performance. Given the workflow information, its running context and the authorization policies, this work can be used to predict the performance of these workflows running in the system. The prediction information can give insight in how to adjust authorization policies to strike a better balance between security and performance.

Original languageEnglish
Title of host publicationAdvances in Grid and Pervasive Computing - 7th International Conference, GPC 2012, Proceedings
Pages323-337
Number of pages15
DOIs
Publication statusPublished - 2012
Event7th International Conference on Advances in Grid and Pervasive Computing, GPC 2012 - Hong Kong, China
Duration: 11 May 201213 May 2012

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume7296 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference7th International Conference on Advances in Grid and Pervasive Computing, GPC 2012
Country/TerritoryChina
CityHong Kong
Period11/05/1213/05/12

Keywords

  • Authorization
  • Cardinality
  • Performance
  • Role
  • Workflow

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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