A measurement study of internet exchange points (IXPs): history and future   prediction

Mohammad MASOUD; Yousef JARADAT; İsmael JANNOUD

Makale detayları

A measurement study of internet exchange points (IXPs): history and future prediction

Yazarlar:

Mohammad MASOUD | Yousef JARADAT | İsmael JANNOUD

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 1, pp.376-389

Belge Tipi:

Makale

Yayın Tarihi:

1/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000741238

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

Internet exchange points (IXPs) emerged to remedy the deficiency of peering   connections among autonomous systems (ASes). IXPs play an important role in   reducing the cost of transit connections over the Internet. This work   attempts to study the popularity of IXPs over the Internet. This work   consists of two main parts. The first part is a measurement study of   multihistorical snapshots of IXPs. These historical data have been harvested   for different European IXPs with emphasis on Amsterdam (AMS-IX) IXP. In the   second part, two nonlinear autoregressive exogenous (NARX) back-propagation   neural network models (BPNN) have been implemented to predict the following:   the future traffic volume that the AMS-IX IXP will transit and the number of   participant networks that will use the AMX-IX IXP services. We utilized   AMX-IX IXP collected data to implement these models. Our results show that   ASes have understood the important roles that IXPs play on the Internet.   Moreover, the traffic size that is carried by the IXPs is rapidly growing.   Finally, our implemented NARX BPNN models show a considerable degree of   fidelity, in which we obtained more than 99% in regression value with   negligible error.

Makale detayları

A measurement study of internet exchange points (IXPs): history and future prediction

Yazarlar: Mohammad MASOUD | Yousef JARADAT | İsmael JANNOUD

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 1, pp.376-389

Belge Tipi: Makale

Yayın Tarihi: 1/2017

Belge Dili: Türkçe

Document ID (Org No.): 2000741238

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Mohammad MASOUD | Yousef JARADAT | İsmael JANNOUD

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 1, pp.376-389

Belge Tipi:

Makale

Yayın Tarihi:

1/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000741238

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632