Enforcing data quality rules for a synchronized VM log audit environment using transformation mapping techniques

Authors:
Sean Thorpe;Indrajit Ray;Tyrone Grandison
Affiliations:
Faculty of Engineering and Computing, University of Technology, Kingston, Jamaica;Colorado State University, Fort Collins;IBM Almaden Research, Silicon Valley
Venue:
CISIS'11 Proceedings of the 4th international conference on Computational intelligence in security for information systems
Year:
2011

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Abstract

In this paper we examine the transformation mapping mechanisms required in synchronizing virtual machine (VM) log audit data for the system administrator environment. We explain the formal constraints that are required by the transformation mapping process between the source and target log schemas for these VMs. We discuss the practical considerations of using these formalisms in establishing the suitable data quality rules that provides for security within these abstract domains.