Congestion Detection in Mobile Network towards Complex Event Processing

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 d...

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Bibliographic Details
Main Authors: Takahashi, Tatsuya, Yamamoto, Hiroshi, Fukumoto, Norihiro, Ano, Shigehiro, Yamazaki, Katsuyuki
Format: Conference Proceeding
Language:eng ; jpn
Subjects:
Cloud computing
Complex Event Processing
Data mining
Data processing
Mobile communication
Mobile computing
Network Congestion
Real-time systems
Servers
Streaming Data Processing
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Summary: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.
ISSN:0730-3157
DOI:10.1109/COMPSAC.2013.77