Elastic sketch: Adaptive and fast network-wide measurements

T Yang, J Jiang, P Liu, Q Huang, J Gong… - Proceedings of the …, 2018 - dl.acm.org
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 …

Sonata: Query-driven streaming network telemetry

A Gupta, R Harrison, M Canini, N Feamster… - Proceedings of the …, 2018 - dl.acm.org
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 …

Language-directed hardware design for network performance monitoring

S Narayana, A Sivaraman, V Nathan, P Goyal… - Proceedings of the …, 2017 - dl.acm.org
Network performance monitoring today is restricted by existing switch support for
measurement, forcing operators to rely heavily on endpoints with poor visibility into the …

Software defined network traffic measurement: Current trends and challenges

A Yassine, H Rahimi… - IEEE Instrumentation & …, 2015 - ieeexplore.ieee.org
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 …

CocoSketch: High-performance sketch-based measurement over arbitrary partial key query

Y Zhang, Z Liu, R Wang, T Yang, J Li, R Miao… - Proceedings of the …, 2021 - dl.acm.org
Sketch-based measurement has emerged as a promising alternative to the traditional
sampling-based network measurement approaches due to its high accuracy and resource …

Flow event telemetry on programmable data plane

Y Zhou, C Sun, HH Liu, R Miao, S Bai, B Li… - Proceedings of the …, 2020 - dl.acm.org
Network performance anomalies (NPAs), eg long-tailed latency, bandwidth decline, etc., are
increasingly crucial to cloud providers as applications are getting more sensitive to …

Sketchvisor: Robust network measurement for software packet processing

Q Huang, X **, PPC Lee, R Li, L Tang… - Proceedings of the …, 2017 - dl.acm.org
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 …

[PDF][PDF] FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications.

D Barradas, N Santos, L Rodrigues, S Signorello… - NDSS, 2021 - ndss-symposium.org
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 …

Sketchlearn: Relieving user burdens in approximate measurement with automated statistical inference

Q Huang, PPC Lee, Y Bao - Proceedings of the 2018 Conference of the …, 2018 - dl.acm.org
Network measurement is challenged to fulfill stringent resource requirements in the face of
massive network traffic. While approximate measurement can trade accuracy for resource …

Omnimon: Re-architecting network telemetry with resource efficiency and full accuracy

Q Huang, H Sun, PPC Lee, W Bai, F Zhu… - Proceedings of the Annual …, 2020 - dl.acm.org
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 …