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The proposed network focuses on the sustainability of high performance computing applications by statistical multiplexing of semantic data objects.
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(2) The buffer and the bandwidth of a sensor node are shared by all of upstream neighbor nodes and delivered to them in part to their weights, so the WSNs obtain a larger gain from the statistical multiplexing of independent flows.
Through simulations we demonstrate that the switching capabilities of a WSS can provide additional gains in terms of wavelength usage by a better statistical multiplexing.
Finally, efficient resource utilization and strong QoS support can be achieved through statistical multiplexing at the level of aggregated trees.
In addition, we show that the effect of statistical multiplexing is an important factor to reduce transport network capacity requirements and costs.
However, there are many techniques to recreate the effects of statistical multiplexing without having to hope for it to occur organically.
This model of perfect statistical multiplexing is hard to achieve in practice.
By analyzing traffic measurements from a real-life, commercial network, we were able to illustrate that the combination of utilization-dependent functional splits and statistical multiplexing can additionally reduce aggregated transport traffic by up to almost one order of magnitude as compared to today's CPRI-based networks.
2. Ideally if statistical multiplexing is applied on a large number of independent workloads, the aggregate will be stable, i.e. a straight line in the demand chart.
Statistical multiplexing allows an allocation that is substantially lower than the sum of the peaks of the workloads.
The dependency on the actual load is a strong benefit of this split, as it enables statistical multiplexing, which will be further discussed in Section 3.3.
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