1. A Binary-based MapReduce Analysis for Cloud Logs.
- Author
-
Lemoudden, Mouad, Amar, Meryem, and Ouahidi, Bouabid El
- Subjects
CLOUD computing ,DATA mining ,COMPUTER algorithms ,CYBERTERRORISM ,COMPUTER network security ,MANAGEMENT - Abstract
Efficiently managing and analyzing cloud logs is a difficult and expensive task due the growth in size and variety of formats. In this paper, we propose a binary-based approach for frequency mining correlated attacks in log data. This approach is conceived to work using the MapReduce programming model. Initial experimental results are presented and they serve as the subject of a data mining algorithm to help us predict the likelihood of correlated attacks taking place. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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