Faculty of Information Technology, BUT

Publication Details

Software Defined Monitoring of Application Protocols

KEKELY Lukáš, KUČERA Jan, PUŠ Viktor, KOŘENEK Jan and VASILAKOS Athanasios. Software Defined Monitoring of Application Protocols. IEEE Transactions on Computers, vol. 65, no. 2, pp. 615-626. ISSN 0018-9340.
Czech title
Softwarově definované monitorování aplikačních protokolů
Type
journal article
Language
english
Authors
Kekely Lukáš, Ing., Ph.D. (DCSY FIT BUT)
Kučera Jan, Ing. (FIT BUT)
Puš Viktor, Ing., Ph.D. (CESNET)
Kořenek Jan, doc. Ing., Ph.D. (DCSY FIT BUT)
Vasilakos Athanasios, prof. Ing., Ph.D. (LTU)
Keywords
Network Monitoring, Acceleration, Security, FPGA, L7
Abstract
With the ongoing shift of network services to the application layer also the monitoring systems focus more on the data from the application layer. The increasing speed of the network links, together with the increased complexity of application protocol processing, require a new way of hardware acceleration. We propose a new concept of hardware acceleration for flexible flow-based application level traffic monitoring which we call Software Defined Monitoring. Application layer processing is performed by monitoring tasks implemented in the software in conjunction with a configurable hardware accelerator. The accelerator is a high-speed application-specific processor tailored to stateful flow processing. The software monitoring tasks control the level of detail retained by the hardware for each flow in such a way that the usable information is always retained, while the remaining data is processed by simpler methods. Flexibility of the concept is provided by a plugin-based design of both hardware and software, which ensures adaptability in the evolving world of network monitoring. Our high-speed implementation using FPGA acceleration board in a commodity server is able to perform a 100 Gb/s flow traffic measurement augmented by a selected application-level protocol analysis.

Published
2015
Pages
615-626
Journal
IEEE Transactions on Computers, vol. 65, no. 2, ISSN 0018-9340
Book
IEEE Transactions on Computers
Publisher
IEEE Computer Society
DOI
BibTeX
@ARTICLE{FITPUB10942,
   author = "Luk\'{a}\v{s} Kekely and Jan Ku\v{c}era and Viktor Pu\v{s} and Jan Ko\v{r}enek and Athanasios Vasilakos",
   title = "Software Defined Monitoring of Application Protocols",
   pages = "615--626",
   booktitle = "IEEE Transactions on Computers",
   journal = "IEEE Transactions on Computers",
   volume = 65,
   number = 2,
   year = 2015,
   ISSN = "0018-9340",
   doi = "10.1109/TC.2015.2423668",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10942"
}
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