Detailed Information on Publication Record

@inproceedings{34587,
   author = {Velan, Petr and Čeleda, Pavel},
   address = {Washington DC, USA},
   booktitle = {2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM)},
   keywords = {network; monitoring; measurement; flow; application flow; NetFlow; IPFIX; encryption; performance; 100 Gbps},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Washington DC, USA},
   isbn = {978-1-72810-618-2},
   pages = {701-706},
   publisher = {IEEE},
   title = {Application-Aware Flow Monitoring},
   url = {http://dl.ifip.org/db/conf/im/im2019diss/190883.pdf},
   year = {2019}
}

TY  - JOUR
ID  - 34587
AU  - Velan, Petr - Čeleda, Pavel
PY  - 2019
TI  - Application-Aware Flow Monitoring
PB  - IEEE
CY  - Washington DC, USA
SN  - 9781728106182
KW  - network
KW  - monitoring
KW  - measurement
KW  - flow
KW  - application flow
KW  - NetFlow
KW  - IPFIX
KW  - encryption
KW  - performance
KW  - 100 Gbps
UR  - http://dl.ifip.org/db/conf/im/im2019diss/190883.pdf
N2  - Network flow monitoring has been a part of network security for the last dozen years. It is constantly evolving to keep pace with changes in network operation and innovative network attacks. The thesis contributes to the continuous efforts by exploring the possibilities unlocked by extending the flow data with application-specific information. We show how the construction of flows is affected by processing of application data, present the benefits to traffic analysis, and assess the inevitable performance loss caused by additional data processing. To compensate for the lost performance, several novel optimisation techniques are proposed for the flow monitoring process. Recognising that the increasing deployment of encryption is going to limit the benefits of application flow monitoring, we perform a survey of methods for measurement of encrypted traffic. The thesis is concluded by an outlook towards future possibilities for flow monitoring advancement.
ER  - 

VELAN, Petr and Pavel ČELEDA. Application-Aware Flow Monitoring. Online. In \textit{2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM)}. Washington DC, USA: IEEE, 2019, p.~701-706. ISBN~978-1-72810-618-2.