As an important basis for network management, effective network measurement is critical for
improving network performance and security. As an efficient tool for network measurement …

With the growth of network applications such as 5G and artificial intelligence, network
security techniques, ie, the techniques that detect various attacks (eg, well-known denial-of …

We explore the feasibility of using Generative Adversarial Networks (GANs) to automatically
learn generative models to generate synthetic packet-and flow header traces for networking …

The emergence of programmable switches offers a new opportunity to revisit ISP-scale
defenses for volumetric DDoS attacks. In theory, these can offer better cost vs. performance …

Sketch-based measurement has emerged as a promising alternative to the traditional
sampling-based network measurement approaches due to its high accuracy and resource …

Network performance anomalies (NPAs), eg long-tailed latency, bandwidth decline, etc., are
increasingly crucial to cloud providers as applications are getting more sensitive to …

Network traffic measurement is central to successful network operations, especially for
today's hyper-scale networks. Although existing works have made great contributions, they …

Network administrators constantly monitor network traffic for congestion and attacks. They
need to perform a large number of measurements on the traffic simultaneously, to detect …

Programmable network switches promise flexibility and high throughput, enabling
applications such as load balancing and traffic engineering. Network measurement is a …

Network measurement is indispensable to network operations. INT solutions that can
provide fine-grained per-switch per-packet information serve as promising solutions for per …