Random sampling with a reservoir
ACM Transactions on Mathematical Software (TOMS)
Application of sampling methodologies to network traffic characterization
SIGCOMM '93 Conference proceedings on Communications architectures, protocols and applications
Flow sampling under hard resource constraints
Proceedings of the joint international conference on Measurement and modeling of computer systems
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Hi-index | 0.00 |
An Easily-implemented Adaptive Packet Sampling (EAPS) is presented in this paper, which overcomes the shortcoming of NetFlow and Adaptive Netflow. EAPS is easy to be hardware-implemented and scalable for high-speed networks. Additionally, EAPS is automatically adaptive to traffic rate under resource constrains, thus it is convenient to be used by network operators. Experiments are conducted with the real network traces. Results show that EAPS is more accurate than ANF over links with light load or traffic fluctuations.