SRLA: A real time sliding time window super point cardinality estimation algorithm for high speed network based on GPU

J Xu, W Ding, J Gong, X Hu… - 2018 IEEE 20th …, 2018 - ieeexplore.ieee.org
Super point is a special host in network which communicates with lots of other hosts in a
certain time period. The number of hosts contacting with a super point is called as its …

Distributed super point cardinality estimation under sliding time window for high speed network

J Xu - arXiv preprint arXiv:1807.01527, 2018 - arxiv.org
Super point is a special kind of host whose cardinality, the number of contacting hosts in a
certain period, is bigger than a threshold. Super point cardinality estimation plays important …

High speed network super points detection based on sliding time window by gpu

J Xu, W Ding, J Gong, X Hu, J Liu - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Super points are special nodes in network that contact with lots of other hosts. They are
essential in traffic monitoring, measurement, intrusion detection and so on. How to find them …

A super point detection algorithm under sliding time windows based on rough and linear estimators

J Xu, W Ding, Q Gong, X Hu, H Yu - IEEE Access, 2019 - ieeexplore.ieee.org
Detecting super points from high-speed networks can effectively help to monitor networks,
which is a hot topic in network fields. Most existing algorithms are carried out under discrete …

Most memory efficient distributed super points detection on core networks

J Xu, W Ding, X Hu - Algorithms and Architectures for Parallel Processing …, 2018 - Springer
The super point, a host which communicates with lots of others, is a kind of special hosts
gotten great focus. Mining super point at the edge of a network is the foundation of many …

VATE: A trade-off between memory and preserving time for high accurate cardinality estimation under sliding time window

J Xu, W Ding, X Hu, Q Gong - Computer Communications, 2019 - Elsevier
Host cardinality is one of the most important attributes in the field of network research. The
cardinality estimation under sliding time window has become a research hotspot in recent …

Rough Estimator Based Asynchronous Distributed Super Points Detection on High Speed Network Edge

J Xu, W Ding - Algorithms, 2021 - mdpi.com
Super points detection plays an important role in network research and application. With the
increase of network scale, distributed super points detection has become a hot research …

READ: A three-communicating-stage distributed super points detections algorithm

J Xu - arXiv preprint arXiv:1907.08057, 2019 - arxiv.org
A super point is a host that interacts with a far larger number of counterparts in the network
over a period of time. Super point detection plays an important role in network research and …

A bitmap-based algorithm for detecting stealthy superpoints

Z Li, W Liu, Z Li, J Sun - 2014 IEEE 12th International …, 2014 - ieeexplore.ieee.org
The host cardinality refers to the number of different peers that an Internet host
communicates with. Stealthy superpoint is a host that its cardinality is between two …

TBSW: Time-based sliding window algorithm for network traffic measurement

Z Hang, Y Shi, M Wen, C Zhang - 2019 IEEE 21st International …, 2019 - ieeexplore.ieee.org
Network traffic measurement is vital to network applications such as network anomalies
detection, capacity planning, and congestion alleviation. Traditional switches sample a small …