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Coral reefs are probably Earth's most life-packed ecosystem; those who've had the privilege of diving in the tropics know the reef as an orderly riot of colour and flow, size and shape.
Many long-running network analytics applications (e.g., flow size estimation and heavy traffic detection) impose a high-throughput and high reliability requirements on stream processing systems.
Subsequently, the algorithm is applied to real traffic traces captured at several interfaces of an operational UMTS and GPRS network to analyze the frequency of spurious retransmission timeouts as well as the spurious timeout probability dependent on the load situation in the network and the flow size.
When the flow size distribution belongs to the Decreasing Hazard Rate class, we propose the so-called Attained Service Potential Improvement index rule, which consists in giving priority to the flows with the highest ratio between the current attained-service-dependent completion probability and the expected potential improvement of this completion probability.
This example demonstrates the dynamics of a floc population of ten flow size groups between 1 and 10 mm in a headbox contracting channel.
The price for subscribing mobile 3G, 4G, and even the upcoming 5G services also changes with the flow size and service category.
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We show that using flow sizes to divide the population we can obtain accurate estimates for both size and flow durations.
I will show that with typical Internet flow sizes, existing (TCP Reno) and newly proposed (XCP) congestion control algorithms make flows last much longer than necessary - often by one or two orders of magnitude.
In addition, we find that the heuristic policies are insensitive to the service time of the voice sessions and the elastic flow sizes beyond the mean.
We assume exponentially distributed call times with mean s for DCH users and exponentially distributed flow sizes with mean volume KB for HSDPA users.
We evaluate the performance of SNIPER using both synthetic and real network measurement traces from different network topologies and by considering two main applications for per-flow size and delay estimations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com