Sketch-based measurement has emerged as a promising alternative to the traditional
sampling-based network measurement approaches due to its high accuracy and resource …

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 …

The extended Berkeley Packet Filter (eBPF) is an infrastructure that allows to dynamically
load and run micro-programs directly in the Linux kernel without recompiling it. In this work …

Membership (membership query/membership testing) is a fundamental problem across
databases, networks and security. However, previous research has primarily focused on …

The collection of network data poses a significant challenge for machine/deep learning-
driven network defense systems. This paper proposes a new paradigm, namely In-network …

OctoSketch: Enabling Real-Time, Continuous Network Monitoring over Multiple Cores Page 1
OctoSketch: Enabling Real-Time, Continuous Network Monitoring over Multiple Cores Yinda …

Years of research on congestion controls have highlighted how end-to-end and in-network
protocols might perform poorly in some contexts. Recent advances in data plane network …

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

Network operators require real-time traffic monitoring insights to provide high performance
and security to their customers. It has been shown that artificial intelligence and machine …

Sketches enable efficient and fine-grained network measurement results with configurable
resource-performance trade-offs. While sketch configurations are guided by theories, the …