A survey of network flow applications

B Li, J Springer, G Bebis, MH Gunes - Journal of Network and Computer …, 2013 - Elsevier
It has been over 16 years since Cisco's NetFlow was patented in 1996. Extensive research
has been conducted since then and many applications have been developed. In this survey …

A survey on information visualization for network and service management

VT Guimaraes, CMDS Freitas, R Sadre… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
Network and service management encompasses a set of activities, methods, procedures,
and tools, whose ultimate goal is to guarantee the proper functioning of a networked system …

A signal analysis of network traffic anomalies

P Barford, J Kline, D Plonka, A Ron - Proceedings of the 2nd ACM …, 2002 - dl.acm.org
Identifying anomalies rapidly and accurately is critical to the efficient operation of large
computer networks. Accurately characterizing important classes of anomalies greatly …

[图书][B] High performance visualization: Enabling extreme-scale scientific insight

EW Bethel, H Childs, C Hansen - 2012 - books.google.com
Visualization and analysis tools, techniques, and algorithms have undergone a rapid
evolution in recent decades to accommodate explosive growth in data size and complexity …

Bitmap algorithms for counting active flows on high speed links

C Estan, G Varghese, M Fisk - Proceedings of the 3rd ACM SIGCOMM …, 2003 - dl.acm.org
This paper presents a family of bitmap algorithms that address the problem of counting the
number of distinct header patterns (flows) seen on a high speed link. Such counting can be …

Building a better NetFlow

C Estan, K Keys, D Moore, G Varghese - ACM SIGCOMM Computer …, 2004 - dl.acm.org
Network operators need to determine the composition of the traffic mix on links when looking
for dominant applications, users, or estimating traffic matrices. Cisco's NetFlow has evolved …

Toward scalable internet traffic measurement and analysis with hadoop

Y Lee, Y Lee - ACM SIGCOMM Computer Communication Review, 2012 - dl.acm.org
Internet traffic measurement and analysis has long been used to characterize network usage
and user behaviors, but faces the problem of scalability under the explosive growth of …

On the optimal placement of web proxies in the internet

B Li, MJ Golin, GF Italiano, X Deng… - IEEE INFOCOM'99 …, 1999 - ieeexplore.ieee.org
Web caching or web proxy has been considered as the prime vehicle of coping with the ever-
increasing demand for information retrieval over the Internet, the WWW being a typical …

Characteristics of network traffic flow anomalies

P Barford, D Plonka - Proceedings of the 1st ACM SIGCOMM Workshop …, 2001 - dl.acm.org
One of the primary tasks of network administrators is monitoring routers and switches for
anomalous traffic behavior such as outages, configuration changes, flash crowds and …

Automatically inferring patterns of resource consumption in network traffic

C Estan, S Savage, G Varghese - Proceedings of the 2003 conference …, 2003 - dl.acm.org
The Internet service model emphasizes flexibility--any node can send any type of traffic at
any time. While this design has allowed new applications and usage models to flourish, it …