In today's big data era, cleaning big data streams has become a challenging task because of
the different formats of big data and the massive amount of big data which is being …

Detecting failures early in cloud-based software systems is highly significant as it can reduce
operational costs, enhance service reliability, and improve user experience. Many existing …

Intrusion detection systems (IDS) play a vital role in protecting networks from malicious
attacks. Modern IDS use machine-learning or deep-learning models to deal with the …

Anomaly detection in Intrusion Detection System (IDS) data refers to the process of
identifying and flagging unusual or abnormal behavior within a network or system. In the …

NetFlow is a Cisco proprietary protocol that can be useful other than network monitoring. It is
available as an embedded system in most Cisco routers and switches. This protocol …

The growing complexity and sophistication of cyber-attacks necessitate the development of
robust intrusion detection systems for effective network security. It is also essential for …