On Internet Topology Modeling and an Improved BA Model
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| Title | On Internet Topology Modeling and an Improved BA Model |
| Authors | |
| Abstract | Modeling of Internet topology structure is studied in this paper. First, measuring results of Internet topology from CAIDA monitors have been used to produce a complete topology sample. With this sample, research approaches of the frequency-degree power-law, degree-rank power-law and CCDF(d)-degree power-law have been studied to outline the network power-law properties. The frequency-degree power-law relationship is found to be with a power exponent of 2.1406. The degree-rank power-law, however, is found to have two phases of power-law relationships with power-exponents of 0.29981 and 0.84639 respectively. Then, we improved the traditional BA model to construct an Internet topology model (Improved BA model, IBA model), and optimized the IBA model in Genetic Algorithm by the power-exponents gained from frequency-degree power and degree-rank power-law analyses in the paper. Generation algorithm for the IBA model was given at last. |
| Publisher | ACADEMY PUBLISHER |
| Date | 2011-03-01 |
| Source | Journal of Networks Vol 6, No 3 (2011): Special Issue: Recent Network Technologies and its Advanced Applications |
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