Network Traffic Monitoring and Analysis (NTMA) represents a key component for network
management, especially to guarantee the correct operation of large-scale networks such as …

Network traffic monitoring and analysis is of theoretical and practical significance for
optimizing network resource and improving user experience. However, existing solutions …

Network monitoring guides network operators in understanding the current behavior of a
network. Therefore, accurate and efficient monitoring is vital to ensure that the network …

Big Data is a technology phenomenon happened due to the increased rate of data growth,
complex new data types and parallel advancements in technology stake. Big data can be …

Understanding the dynamic traffic and usage characteristics of data services in cellular
networks is important for optimising network resources and improving user experience …

The volume of data generated by modern astronomical telescopes is extremely large and
rapidly growing. However, current high-performance data processing architectures …

Traditionally, Mobile Network Operators (MNOs) use a set of Key Performance Indicators
(KPIs) to measure the quality offered to their customers. However, these KPIs do not reflect …

Characteristics of flow describe the pattern and trend of network traffic, it helps network
operator understanding network usage and user behavior, especially useful for those who …

Clustering has become an important means to analyze large datasets when labeled data is
not available. The volume of data and its variety however challenge classical clustering …

With increasingly complex website structure and continuously advancing web technologies,
accurate user clicks recognition from massive HTTP data, which is critical for web usage …