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To obtain realistic performance results, we collected the ideo bit-rate traces of 274 different videos from DVD movies for simulation. These are full-length (average 5,781 seconds long and 4,348 MB in size), MPEG-2 encoded videos with an average bit-rate of 6.02 Mbps. The bit-rate varies from below 0.5 Mbps to over 18 Mbps. Long-range (minutes to tens of minutes) bit-rate variations are common in these real-world MPEG-2 encoded videos. We implemented the MDR scheduler presented in Section 7.3.1 in software and used it to compute the transmission schedule for the videos. We also implemented the Optimal Smoothing algorithm [1] for comparison purposes. The generated transmission schedules are then fed into a simulator developed using CNCL [16] to obtain simulation results. The simulation model consists of a system with clients connecting through a 1Gbps backbone network to a server storing the 274 VBR videos. We assume that the backbone network is the bottleneck of the system. For simplicity, we ignore delay and loss in the network. New stream requests are generated according to a Poisson process with various mean inter-arrival times to simulate different system utilization. A new stream request randomly selects a video from the 274-video collection with uniform probability. Note that we adopt the uniform popularity instead of the Zipf popularity model [17] because the video titles have varying bandwidth requirements and lengths. Consequently, using the Zipf popularity will result in large variations in the simulation results, depending on which of the video titles happened to be picked as the hot titles. To obtain more consistent results for comparison, we therefore adopt the uniform popularity model. QR Code Creator In .NET Using Barcode printer for .NET .Related: Print EAN-8 C# , .NET WinForms Code 39 Generator , Generate Data Matrix ASP.NET asp.net mvc pdf editor The C# PDF Library | Iron PDF
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