Elastic sketch: Adaptive and fast network-wide measurements
When network is undergoing problems such as congestion, scan attack, DDoS attack, etc.,
measurements are much more important than usual. In this case, traffic characteristics …
measurements are much more important than usual. In this case, traffic characteristics …
Sonata: Query-driven streaming network telemetry
Managing and securing networks requires collecting and analyzing network traffic data in
real time. Existing telemetry systems do not allow operators to express the range of queries …
real time. Existing telemetry systems do not allow operators to express the range of queries …
Language-directed hardware design for network performance monitoring
Network performance monitoring today is restricted by existing switch support for
measurement, forcing operators to rely heavily on endpoints with poor visibility into the …
measurement, forcing operators to rely heavily on endpoints with poor visibility into the …
Software defined network traffic measurement: Current trends and challenges
Next generation networks such as Software Defined Networks (SDN) must support the
integration of new paradigms of service offerings such as virtual cloud computing, big data …
integration of new paradigms of service offerings such as virtual cloud computing, big data …
CocoSketch: High-performance sketch-based measurement over arbitrary partial key query
Sketch-based measurement has emerged as a promising alternative to the traditional
sampling-based network measurement approaches due to its high accuracy and resource …
sampling-based network measurement approaches due to its high accuracy and resource …
Flow event telemetry on programmable data plane
Network performance anomalies (NPAs), eg long-tailed latency, bandwidth decline, etc., are
increasingly crucial to cloud providers as applications are getting more sensitive to …
increasingly crucial to cloud providers as applications are getting more sensitive to …
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 …
[PDF][PDF] FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications.
An emerging trend in network security consists in the adoption of programmable switches for
performing various security tasks in large-scale, high-speed networks. However, since …
performing various security tasks in large-scale, high-speed networks. However, since …
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 …
Omnimon: Re-architecting network telemetry with resource efficiency and full accuracy
Network telemetry is essential for administrators to monitor massive data traffic in a network-
wide manner. Existing telemetry solutions often face the dilemma between resource …
wide manner. Existing telemetry solutions often face the dilemma between resource …