Network management and anomaly detection are challenges in high-speed networks due to
the high volume of packets that has to be analysed. Flow-based analysis is a scalable …

With increasing amount of network traffic, sampling techniques have become widely
employed allowing monitoring and analysis of high-speed network links. Despite of all …

Summary Peer‐to‐peer (P2P) botnets have become one of the major threats to network
security. Most existing botnet detection systems detect bots by examining network traffic …

In order to cope with an increasing volume of network traffic, flow sampling methods are
deployed to reduce the volume of log data stored for monitoring, attack detection and …

Anomaly-based systems have become critical to the fields of information technology. Since
last few years, evolution of anomaly-based intrusion detection system (IDS), improving …

In recent years, flow-based anomaly detection has attracted considerable attention from
many researchers and some methods have been proposed to improve its accuracy …

As the wireless services developed rapidly in the recent years, a diversity of wireless
services emerge such that radio environment becomes more and more complicated. Radio …

Recent experimental work by Androulidakis and Papavassiliou (IET Commun 2 (3): 399,
2008; IEEE Netw 23 (1): 6, 2009) has shown that it is possible to maintain a high level of …

Modern Internet has enabled wider usage, resulting in increased network traffic. Due to the
high volume of data packets in networking, sampling techniques are widely used in flow …

This book supplies an unprecedented look at the latest research on the networking and
communication aspects of Big Data. Starting with a comprehensive introduction to Big Data …