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@article{1181098, author = {Hofstede, Rick and Čeleda, Pavel and Trammell, Brian and Drago, Idilio and Sadre, Ramin and Sperotto, Anna and Pras, Aiko}, article_location = {PISCATAWAY}, article_number = {4}, doi = {http://dx.doi.org/10.1109/COMST.2014.2321898}, keywords = {Flow export; network monitoring; Internet measurements; NetFlow; IPFIX}, language = {eng}, issn = {1553-877X}, journal = {IEEE COMMUNICATIONS SURVEYS AND TUTORIALS}, title = {Flow Monitoring Explained: From Packet Capture to Data Analysis With NetFlow and IPFIX}, url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6814316}, volume = {16}, year = {2014} }
TY - JOUR ID - 1181098 AU - Hofstede, Rick - Čeleda, Pavel - Trammell, Brian - Drago, Idilio - Sadre, Ramin - Sperotto, Anna - Pras, Aiko PY - 2014 TI - Flow Monitoring Explained: From Packet Capture to Data Analysis With NetFlow and IPFIX JF - IEEE COMMUNICATIONS SURVEYS AND TUTORIALS VL - 16 IS - 4 SP - 2037-2064 EP - 2037-2064 PB - IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC SN - 1553877X KW - Flow export KW - network monitoring KW - Internet measurements KW - NetFlow KW - IPFIX UR - http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6814316 L2 - http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6814316 N2 - Flow monitoring has become a prevalent method for monitoring traffic in high-speed networks. By focusing on the analysis of flows, rather than individual packets, it is often said to be more scalable than traditional packet-based traffic analysis. Flow monitoring embraces the complete chain of packet observation, flow export using protocols such as NetFlow and IPFIX, data collection, and data analysis. In contrast to what is often assumed, all stages of flow monitoring are closely intertwined. Each of these stages therefore has to be thoroughly understood, before being able to perform sound flow measurements. Otherwise, flow data artifacts and data loss can be the consequence, potentially without being observed. This paper is the first of its kind to provide an integrated tutorial on all stages of a flow monitoring setup. As shown throughout this paper, flow monitoring has evolved from the early 1990s into a powerful tool, and additional functionality will certainly be added in the future. We show, for example, how the previously opposing approaches of deep packet inspection and flow monitoring have been united into novel monitoring approaches. ER -
HOFSTEDE, Rick, Pavel ČELEDA, Brian TRAMMELL, Idilio DRAGO, Ramin SADRE, Anna SPEROTTO and Aiko PRAS. Flow Monitoring Explained: From Packet Capture to Data Analysis With NetFlow and IPFIX. \textit{IEEE COMMUNICATIONS SURVEYS AND TUTORIALS}. PISCATAWAY: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2014, vol.~16, No~4, p.~2037-2064. ISSN~1553-877X. Available from: https://dx.doi.org/10.1109/COMST.2014.2321898.
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