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

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 …

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 …

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

Data stream processing plays a critical role in providing fundamental statistics for various
applications, such as anomaly detection. Still, the unbalanced distribution of data streams …

Ensuring the correctness of programmable data planes is important. Testing offers
comprehensive correctness checking, including detecting both code bugs and non-code …

Recent network telemetry solutions typically target programmable switches to achieve high
performance and in-network visibility. They partition the packet stream into windows and …

In network function virtualization (NFV), network functions (NFs) are chained as a service
function chain (SFC) to enhance NF management with low cost and high flexibility. Recent …

Stream processing is critical to data analytics. However, one important class of
characteristics namely per-key distribution (ie, the item distribution of every key) remains …

Due to limited memory usage and provably high accuracy, sketches running on
programmable switches have been commonly used by the literature for network …