Title :
Congestion Detection in Mobile Network towards Complex Event Processing
Author :
Takahashi, Tatsuro ; Yamamoto, Hiroshi ; Fukumoto, Norihiro ; Ano, Susumu ; Yamazaki, Kinya
Author_Institution :
Nagaoka Univ. of Technol., Nagaoka, Japan
Abstract :
With a wide spread of smartphones and tablets, a mobile network becomes frequently congested when many users concentrate to the same place. Especially when a large-scale event is held, a heavy network congestion interferes with the communication of the participants and local residents. In order to detect the network congestion, a large amount of traffic log should be analyzed in real time. In this paper, the proposed system attempts to detect a sign of the congestion by using a Complex Event Processing (CEP). We analyze network status when the large-scale event, Nagaoka Fireworks festival, is held. As a result, it is concluded that a sign of the network congestion can be detected by combination of the RTT and the abnormal termination of TCP sessions.
Keywords :
computer network management; data handling; mobile communication; transport protocols; CEP; Nagaoka Fireworks festival; TCP sessions; complex event processing; mobile network; network congestion detection; smart phones; tablet computers; traffic log; transport control protocol; Cloud computing; Data mining; Data processing; Mobile communication; Mobile computing; Real-time systems; Servers; Complex Event Processing; Network Congestion; Streaming Data Processing;
Conference_Titel :
Computer Software and Applications Conference (COMPSAC), 2013 IEEE 37th Annual
Conference_Location :
Kyoto
DOI :
10.1109/COMPSAC.2013.77