Multivariate Big Data Analysis and its application to the Internet

José Camacho

Abstract:

This speech will be devoted to discuss the application of chemometric (data analysis) methods in Big Data problems. A freeware Matlab toolbox, the MEDA Toolbox, will be introduced for this purpose. Its use will be exemplified with one of the main Big Data applications we refer to as Networkmetrics: the analysis of traffic data in Computer Networks (e.g. the Internet) Main challenges in Networkmetrics, in particular the data parameterization for multivariate analysis, will be discussed.

Research areas:

• Ethical hacking and digital forensics

Year:

2016

Type of Publication:

In Proceedings

Keywords:

Big Data, Networmetrics, Analysis Data

Book title:

XVI Chemometrics in Analytical Chemistry (CAC)