Improving big data on research and education networks using future internet approach: A case study of networks analysis

Tantatsanawong, Panjai; Dontongdang, Somkiat; U-Aroon, Prasertsak

doi:10.1109/ecticon.2015.7207133

Cited by 3 publications

(1 citation statement)

References 4 publications

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“…The transmission demand generated by varieties of traffic has brought significant pressure to current network topology [1]. The eruption of the data traffic will bring transmission delay and malfunction to the network, which will cause the failure of transmission in some delay sensitive data traffic [2].…”

Section: Introductionmentioning

confidence: 99%

The diagnosis of wired network malfunctions based on big data and traffic prediction: An overview

Gao¹,

Ao²,

Wang³

et al. 2015

2015 4th International Conference on Computer Science and Network Technology (ICCSNT)

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The increasing demand on higher transmission speed and shorter delay in wired networks becomes critical in recent communication networks. However, the capacity of transmission link is limited by the method of transmission. In this paper, aiming at the situation of large scale networks, an overview of the network optimization based on big data and traffic prediction is given in our proposed work. In wired networks, how to make full use of the transmission bandwidth and provide more reliable QoS is in great demand. Based on the network topology in our facility, we make a summary of current diagnosis method of the network and then propose the future possible way to solve the network malfunction based on big data through network log and complex monitors, then we make an overview of the diagnosis method based on traffic prediction, which could effectively make full use of bandwidth and avoid collision of the network.

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Section: Introductionmentioning

confidence: 99%