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"In particular, additional resistance to traffic correlation via timing attacks and IP addresses are areas of ongoing development".
If the provider is not bound to a balanced or extremely unbalanced solution, he may take advantage of traffic correlation to consolidate machines and reduce network traffic, for example.
Its shortcomings are mainly in the following two aspects: first, it cannot accurately reflect the transmission power differences between BCCH and TCH the carrier TRX in radio network, which may come from the power control or RF hardware performance difference; and second, it cannot reflect the TCH carrier frequency traffic correlation between the different overlaying coverage cells.
Although video traffic correlation can be modelled by a Markov process described in Figure 3, it is observed in [14] that the use of a theoretical and independent distribution for frame sizes approximates the trace behavior fairly well and gives close performance statistics.
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Nevertheless, mathematical performance analysis of this configuration is more difficult due to traffic correlations arising from the shared resource.
For the non-DNC weeks, we find that there is a moderate association between mean NO2 concentration and traffic (Spearman correlation = 0.23, p = 0.18).
For all the network modules, the number of inter-module interactions is strongly correlated with their respective (median) traffic values (Pearson correlation: r = 0.81, P = 0.0007).
The multiplexed traffic exhibits high correlation, due to on-off flow dynamics and long-range dependency of video traffic.
As discussed in Sections 1 and 5 traffic burstiness and correlation have a considerable impact on network performance.
The Poisson process has been found to provide a good representation for arrival calls and service time of a call while Internet traffic exhibits a correlation structure over a wide span of time scales.
We show through a number of numerical examples the effects of traffic loading and correlation in the packet arrivals, as well as system parameters such as buffer size and speed-up factor of the switch fabric, on the packet loss process.
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