XML Schema-Based Minification for Communication of Security Information and Event Management (SIEM) Systems in Cloud Environments

Abstract

XML-based communication governs most of today’s systems communication, due to its capability of representing complex structural and hierarchical data. However, XML document structure is considered a huge and bulky data that can be reduced to minimize bandwidth usage, transmission time, and maximize performance. This contributes to a more efficient and utilized resource usage. In cloud environments, this affects the amount of money the consumer pays. Several techniques are used to achieve this goal. This paper discusses these techniques and proposes a new XML Schema-based Minification technique. The proposed technique works on XML Structure reduction using minification. The proposed technique provides a separation between the meaningful names and the underlying minified names, which enhances software/code readability. This technique is applied to Intrusion Detection Message Exchange Format (IDMEF) messages, as part of Security Information and Event Management (SIEM) system communication hosted on Microsoft Azure Cloud. Test results show message size reduction ranging from 8.15% to 50.34% in the raw message, without using time-consuming compression techniques. Adding GZip compression to the proposed technique produces 66.1% shorter message size compared to original XML messages.

Authors and Affiliations

Bishoy Moussa, Mahmoud Mostafa

Keywords

Related Articles

Developing Deep Learning Models to Simulate Human Declarative Episodic Memory Storage

Human like visual and auditory sensory devices became very popular in recent years through the work of deep learning models that incorporate aspects of brain processing such as edge and line detectors found in the visua...

Phishing Websites Classification using Hybrid SVM and KNN Approach

Phishing is a potential web threat that includes mimicking official websites to trick users by stealing their important information such as username and password related to financial systems. The attackers use social eng...

The Factors of Subjective Voice Disorder Using Integrated Method of Decision Tree and Multi-Layer Perceptron Artificial Neural Network Algorithm

The aim of the present study was to develop a prediction model for subjective voice disorders based on an artificial neural network algorithm and a decision tree using national statistical data. Subjects of analysis were...

Utilizing Feature Selection in Identifying Predicting Factors of Student Retention

Student retention is an important issue faced by Philippine higher education institutions. It is a key concern that needs to be addressed for the reason that the knowledge they gain can contribute to the economic and com...

A Modular Aspect-Oriented Programming Approach of Join Point Interfaces

This paper describes and analyzes the main differ-ences and advantages of the Join Point Interfaces (JPI) as an Aspect-Oriented Programming (AOP) approach for the modular software production concerning the standard aspec...

Download PDF file
  • EP ID EP147630
  • DOI 10.14569/IJACSA.2014.050912
  • Views 109
  • Downloads 0

How To Cite

Bishoy Moussa, Mahmoud Mostafa (2014). XML Schema-Based Minification for Communication of Security Information and Event Management (SIEM) Systems in Cloud Environments. International Journal of Advanced Computer Science & Applications, 5(9), 74-82. https://europub.co.uk/articles/-A-147630