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Authors: Martin Holkovič 1 ; Ondřej Ryšavý 2 and Libor Polčák 2

Affiliations: 1 CESNET a.l.e., Zikova 1903/4, 160 00 Prague and Czech Republic ; 2 Faculty of Information Technology, Brno University of Technology, Bozetechova 1/2, 612 66 Brno and Czech Republic

Keyword(s): Network Diagnostics, Automatic Diagnostics, Protocol Model from Traces.

Related Ontology Subjects/Areas/Topics: Data Communication Networking ; Network Monitoring and Control ; Telecommunications ; Traffic Measurement, Analysis, Modeling and Visualization

Abstract: Network diagnostics is a time-consuming activity that requires an administrator with good knowledge of network principles and technologies. Even if some network errors have been resolved in the past, the administrator must spend considerable time removing these errors when they reoccur. This article presents an automated tool to learn the expected behavior of network protocols and possible variations. The created model can be used to automate the diagnostic process. The model presents a finite automaton containing protocol behavior for different situations. Diagnostics of unknown communication is performed by checking the created model and searching for error states and their descriptions. We have also created a proof-of-concept tool that demonstrates the practical potential of this approach.

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Paper citation in several formats:
Holkovič, M.; Ryšavý, O. and Polčák, L. (2019). Using Network Traces to Generate Models for Automatic Network Application Protocols Diagnostics. In Proceedings of the 16th International Joint Conference on e-Business and Telecommunications - DCNET; ISBN 978-989-758-378-0; ISSN 2184-3236, SciTePress, pages 37-47. DOI: 10.5220/0007929900370047

@conference{dcnet19,
author={Martin Holkovič. and Ond\v{r}ej Ryšavý. and Libor Polčák.},
title={Using Network Traces to Generate Models for Automatic Network Application Protocols Diagnostics},
booktitle={Proceedings of the 16th International Joint Conference on e-Business and Telecommunications - DCNET},
year={2019},
pages={37-47},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007929900370047},
isbn={978-989-758-378-0},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 16th International Joint Conference on e-Business and Telecommunications - DCNET
TI - Using Network Traces to Generate Models for Automatic Network Application Protocols Diagnostics
SN - 978-989-758-378-0
IS - 2184-3236
AU - Holkovič, M.
AU - Ryšavý, O.
AU - Polčák, L.
PY - 2019
SP - 37
EP - 47
DO - 10.5220/0007929900370047
PB - SciTePress

- Science and Technology Publications, Lda.
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