HeavyKeeper: An Accurate Algorithm for Finding Top- Elephant Flows
Finding top-k elephant flows is a critical task in network traffic measurement, with many
applications in congestion control, anomaly detection and traffic engineering. As the line …
applications in congestion control, anomaly detection and traffic engineering. As the line …
Stingy sketch: a sketch framework for accurate and fast frequency estimation
Recording the frequency of items in highly skewed data streams is a fundamental and hot
problem in recent years. The literature demonstrates that sketch is the most promising …
problem in recent years. The literature demonstrates that sketch is the most promising …
Designing heavy-hitter detection algorithms for programmable switches
Programmable network switches promise flexibility and high throughput, enabling
applications such as load balancing and traffic engineering. Network measurement is a …
applications such as load balancing and traffic engineering. Network measurement is a …
Efficient measurement on programmable switches using probabilistic recirculation
Programmable network switches promise flexibility and high throughput, enabling
applications such as load balancing and traffic engineering. Network measurement is a …
applications such as load balancing and traffic engineering. Network measurement is a …
Bitsense: Universal and nearly zero-error optimization for sketch counters with compressive sensing
Sketch algorithms have been widely deployed for network measurement as they achieve
high accuracy with restricted resource usage. They store measurement results compactly in …
high accuracy with restricted resource usage. They store measurement results compactly in …
Fcm-sketch: generic network measurements with data plane support
Sketches have successfully provided accurate and fine-grained measurements (eg, flow
size and heavy hitters) which are imperative for network management. In particular, Count …
size and heavy hitters) which are imperative for network management. In particular, Count …
Optimal elephant flow detection
Monitoring the traffic volumes of elephant flows, including the total byte count per flow, is a
fundamental capability for online network measurements. We present an asymptotically …
fundamental capability for online network measurements. We present an asymptotically …
Traffic-aware energy-efficient resource allocation for RSMA based UAV communications
Traffic measurement will play an essential role in future networks to reveal the traffic
requirements of the users, which will support network operations like resource allocation. In …
requirements of the users, which will support network operations like resource allocation. In …
Applications of sketches in network traffic measurement: A survey
Accurate and timely network traffic measurement is essential for network status monitoring,
network fault analysis, network intrusion detection, and network security management. With …
network fault analysis, network intrusion detection, and network security management. With …
Coupon filter: A universal and lightweight filter framework for more accurate data stream processing
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 …
applications, such as anomaly detection. Still, the unbalanced distribution of data streams …