Cloud Native Data Platform for Network Telemetry and Analytics

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14610%2F21%3A00120063" target="_blank" >RIV/00216224:14610/21:00120063 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.23919/CNSM52442.2021.9615568" target="_blank" >http://dx.doi.org/10.23919/CNSM52442.2021.9615568</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.23919/CNSM52442.2021.9615568" target="_blank" >10.23919/CNSM52442.2021.9615568</a>

Result language
angličtina
Original language name
Cloud Native Data Platform for Network Telemetry and Analytics
Original language description
In this manuscript, we present a prototype of a modular data platform that is able to continuously ingest, process, retain, and analyse large amounts of network telemetry data in a scalable and straightforward manner. It follows a recently proposed Data Lakehouse architectural pattern, which is an evolution of two well-known approaches used in this area -- data warehouses and data lakes. The platform is based on open standards and open-source components, and it follows cloud native principles in order to be able to run in modern computing environments such as public, private, and hybrid clouds. The primary focus of the prototype is network telemetry and analytics over traffic flows and infrastructure logs for the purposes of cyber-security digital forensics and incident response. During the demonstration part, we will further describe internal workings of the presented data platform and showcase its capabilities and possible applications on a public dataset.
Czech name
—
Czech description
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Project
<a href="/en/project/VI20202022164" target="_blank" >VI20202022164: Advanced security orchestration and intelligent threat management</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
17th International Conference on Network and Service Management
ISBN
9783903176362
ISSN
—
e-ISSN
—
Number of pages
3
Pages from-to
394-396
Publisher name
IFIP Open Digital Library, IEEE Xplore
Place of publication
Izmir, Turkey (Virtual)
Event location
Izmir, Turkey (Virtual)
Event date
Jan 1, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000836226700063

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