Sketchvisor: Robust network measurement for software packet processing
Network measurement remains a missing piece in today's software packet processing
platforms. Sketches provide a promising building block for filling this void by monitoring …
platforms. Sketches provide a promising building block for filling this void by monitoring …
Sketchlearn: Relieving user burdens in approximate measurement with automated statistical inference
Network measurement is challenged to fulfill stringent resource requirements in the face of
massive network traffic. While approximate measurement can trade accuracy for resource …
massive network traffic. While approximate measurement can trade accuracy for resource …
Mv-sketch: A fast and compact invertible sketch for heavy flow detection in network data streams
Fast detection of heavy flows (eg, heavy hitters and heavy changers) in massive network
traffic is challenging due to the stringent requirements of fast packet processing and limited …
traffic is challenging due to the stringent requirements of fast packet processing and limited …
Toward {Nearly-Zero-Error} sketching via compressive sensing
Sketch algorithms have been extensively studied in the area of network measurement, given
their limited resource usage and theoretically bounded errors. However, error bounds …
their limited resource usage and theoretically bounded errors. However, error bounds …
Flymon: enabling on-the-fly task reconfiguration for network measurement
Network measurement is important to data center operators. Most existing efforts focus on
develo** new implementation schemes for measurement tasks. Little attention is paid to …
develo** new implementation schemes for measurement tasks. Little attention is paid to …
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 …
An incrementally-deployable P4-enabled architecture for network-wide heavy-hitter detection
The advent of Software-Defined Networking with OpenFlow first, and subsequently the
emergence of programmable data planes, has boosted lots of research around many …
emergence of programmable data planes, has boosted lots of research around many …
Speed: Resource-efficient and high-performance deployment for data plane programs
Programmable switches allow network administrators to customize packet processing
behaviors in data plane programs. However, existing solutions for program deployment fail …
behaviors in data plane programs. However, existing solutions for program deployment fail …
A fast and compact invertible sketch for network-wide heavy flow detection
Fast detection of heavy flows (eg, heavy hitters and heavy changers) in massive network
traffic is challenging due to the stringent requirements of fast packet processing and limited …
traffic is challenging due to the stringent requirements of fast packet processing and limited …
A fast all-packets-based DDoS attack detection approach based on network graph and graph kernel
DDoS attack detection methods play a very important role in protecting computer network
security. However, the existing flow-based DDoS attack detection methods face the non …
security. However, the existing flow-based DDoS attack detection methods face the non …