Sketch algorithms have been widely deployed for network measurement as they achieve
high accuracy with restricted resource usage. They store measurement results compactly in …

Accurate and timely network traffic measurement is essential for network status monitoring,
network fault analysis, network intrusion detection, and network security management. With …

Nowadays, with the emergence of software-defined networking, sketch-based network
measurements have been widely used to balance the tradeoff between efficiency and …

Accurate measurement of network traffic is an essential part of current network management
tasks. Sketch is a kind of probabilistic data structure widely accepted in network …

Due to the ability to maintain good accuracy and high throughput with limited memory
resources, sketch has gained wide deployment and application for approximate flow …

Network measurement plays a crucial role in modern communication systems, including
satellite networks and data centers. Sketches, a series of probabilistic data streaming …

Traffic measurement in high-speed network data streams plays a crucial role in many
practical applications. Sketches have been widely used in approximate flow estimation due …

Machine learning is gaining growing momentum in various recent models for the dynamic
analysis of information flows in data communications networks. These preliminary models …

With the emergence of software-defined networking, sketch-based network measurements
have been widely used to balance the tradeoff between efficiency and reliability. Recently, a …

Per flow characteristics estimation has a variety of applications in the fields of traffic
engineering and routing distribution, etc. Some recent works have adopted different …