2009
DOI: 10.1007/s11235-009-9206-5
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Correlation matching method for the weak stationarity test of LRD traffic

Abstract: The stationarity test of long-range dependent (LRD) traffic remains a challenge problem in the field of traffic engineering. Due to the importance of traffic theory in the Internet, to find a solution to that problem is greatly desired. This paper presents a method of the weak stationarity test of a single history LRD traffic series of finite length. How to apply this method to testing the stationarity of real traffic is demonstrated. The results in this paper suggest that there may be no general conclusion th… Show more

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Cited by 23 publications
(5 citation statements)
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“…Community detection has become an important research topic in social networks. Traditional algorithms on community mining cannot effectively adapt to the current big social network scenarios [29,30]. Infomap is excellent standalone community detection method and, by means of multilevelway partitioning method enhanced by -shell deposition, we are able to develop a parallel community discovery method on MapReduce framework.…”
Section: Resultsmentioning
confidence: 99%
“…Community detection has become an important research topic in social networks. Traditional algorithms on community mining cannot effectively adapt to the current big social network scenarios [29,30]. Infomap is excellent standalone community detection method and, by means of multilevelway partitioning method enhanced by -shell deposition, we are able to develop a parallel community discovery method on MapReduce framework.…”
Section: Resultsmentioning
confidence: 99%
“…In the statistical literature, stationarity test has been proposed. LI Ming proposed a relationship matching method on the data weak stationarity test (Li et al, 2010). Some studies have been focused on the testing of stationarity of a system using a reconstruction of the dynamics in an embedding state-space (Ridke et al, 2002).…”
Section: Stationarity Definitionmentioning
confidence: 99%
“…, where V and V are sets of request node and link, respectively, and V and V are attribute sets of request node and link, respectively. Here, we also only consider the node's CPU requirement and the link's bandwidth requirement, which is estimated as long-range dependent traffic [19].…”
Section: Virtual Network Requestsmentioning
confidence: 99%