Naslov
Network Problems Frequency Detection Using Apriori Algorithm

Autori
Jukić, Oliver ; Kunštić, Marijan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Zbornik radova Telekomunikacije i informacije CTI, MIPRO 2009 / Golubić, Stjepan ; Mikac, Branko ; Hudek, Vlasta - Opatija, 2009, 77-81

Skup
32nd International Convention on Information and Communication Technology, Electronics and Microelectronics – MIPRO 2009

Mjesto i datum
Opatija, Hrvatska, 25.05.2009. - 29.05.2009

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Network alarm ; network problem ; problem frequency detection ; Apriori algorithm ; correlation ; itemset ; transaction.

Sažetak
The conceptual view of a network resource that can be managed is known as a managed object (MO). Managed object has capability to generate unsolicited messages known as notifications. In fault management area, notification contains details about network resource malfunction. Typically, network problems are presented as a set of notifications, generated by one or more managed objects. Crucial question is how to recognize global network problem as well as its appearance frequency based on number of notifications received from different managed objects? This paper describes potential usage of mathematical Apriori algorithm, which is primarily aimed to generate frequent itemsets and confident association rules, for network problems frequency detection. Paper conclusion presents way of Apriori's implementation in fault management area.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA