Kniha Process Mining and Network Protocols Matthias Leeb

Process Mining and Network Protocols

Probing the application of process mining techniques and algorithms to network protocols

Autor: Matthias Leeb
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Grin Publishing
Dostupnosť: Skladom u dodávateľa
Odosielame za 5-8 dní
41.54
Diploma Thesis from the year 2015 in the subject Computer Science - IT-Security, grade: 1, St. Pölte...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2015
Stránok
118
EAN
9783668066137
ISBN
3668066132
Enbook ID
02825197
Vydavateľ
Hmotnosť
163
Rozmery
148 x 210 x 7

Kompletný popis

Diploma Thesis from the year 2015 in the subject Computer Science - IT-Security, grade: 1, St. Pölten University of Applied Sciences (Informatik & Security), language: English, abstract: Process mining is the binding link between computational intelligence, data mining, process modeling and analysis. The thesis shows how this research discipline can be applied to network protocols and what the awards will be. Process mining is based on event data, logged by almost every information system. This event data is extracted, transformed and loaded into the process mining tool to discover, check conformance or enhance the underlying process based on observed behavior. Determining the significance of process mining in the field of network protocols and their control flow, finding the best possible algorithms and notation systems, clarifying the prerequisites and providing a proof of concept are the main achievements. Additionally other reasonable and beneficial applications, like mining an alternative protocol, dealing with a large amount of event data and estimations due to size of necessary event data, are investigated.

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