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In this chapter we present some of our results concerning source models for H.261 coded VBR (variable bit rate) video. Video services have been forecasted to be a substantial portion of the traf c on emerging broadband digital networks. Statistical source models of video traf c are needed to design networks that delivery acceptable picture quality at minimum cost, and to control and shape the output rate of the coder. For example, one issue is deciding whether a new video connection can be admitted to a network, and the consequent determination of the bandwidth that must be allocated to the connection to ensure adequate quality of service. A model of the bandwidth that the connection will try to consume is required for this task. In addition to providing a good description of the bandwidth requirements, the source model should be usable in the connection-acceptance decision model. Other chapters that contain related material are s 9, 13, 16, and 17. 12.1.1 Special Properties of Video



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There are some physical reasons why traces from video sources are special. Video is a succession of regularly spaced still pictures, called frames. Each still picture is represented in digital form by a coding algorithm, and then compressed to save

Don t try to make a solution fit if the designers did not intend it to be used in the way you propose. Complex problems have many aspects (subproblems) to them and may require more than one solution. Examine one subproblem at a time, and solve it. If your solution happens to help solve another subproblem, that s serendipity. But don t expect it to happen every time. In fact, one solution may create other unforeseen problems, such as incompatibility with other products.

Self-Similar Network Traf c and Performance Evaluation, Edited by Kihong Park and Walter Willinger ISBN 0-471-31974-0 Copyright # 2000 by John Wiley & Sons, Inc.





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A prospective customer of mine wanted to replicate a database from a site in New Jersey to a remote site in Kansas. My company offered a perfectly satisfactory solution to implement this replication. However, he also wanted the replication software to hold the replicated data for four hours before applying the updates to the remote site. This way if a database administrator accidentally corrupted the database by, say, deleting a table, he wanted to have his worldwide user base switch its access point to the delayed copy in Kansas. At the time, our software could not do this. Even though my company offered three other products through which he could achieve his goals, he insisted that we provide the solution through the replication software. He did not want to hear about the issues associated with reinitializing the New Jersey copy of the database after switching to Kansas, nor in considering our detailed alternate proposals. In the end, after my consulting organization did a lot of custom work to our replication software, the customer did not select our product. He felt that the solution was cobbled together. It was. In the end, his chosen solution could not do the job adequately either. If he had been willing to consider a different approach, his problems could have easily and quickly been solved. Evan

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bandwidth See, for example, Netravili and Haskell [24] for full information about video coding A common way to save bandwidth is to send a reference frame, and then send the differences of successive frames This is called interframe coding Since the adjacent pictures cannot be too different from each other (because most motion is continuous), this generates substantial autocorrelation in the sizes of frames that are near to each other To protect against transmission errors, a full frame is sent periodically Furthermore, when there is a scene change the frames no longer depend on the past frames, so functional correlation ends; this may also end the statistical correlation in the frame sizes Scene changes require that a complete new picture be transmitted, so the scene lengths have an effect on the trace.

If you have faith in your vendor and its sales force, then when the salesperson recommends against your using his product in a certain way, it is best to listen to his advice. Consider the salesperson s motivation (assuming that he is a good and honest salesperson). He ultimately wants happy customers. Happy customers buy more, and when they buy more, he makes more money. If he tells you something that discourages you from buying a product, he is turning down short-term gain for a long-term gain. That is the mark of a good salesperson; he is attempting to build a trusting relationship with his customer. When a salesperson or a sales engineer does this, consider the advice carefully; it is probably valid.

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What Is IRIS OCR Software ? If you discover IRIS OCR software on your computer, don't panic. It's not a virus, and if you don't need it, you can remove it without crashing your system. Optical character recognition software works with a scanner to generate digital files that can be searched for words or phrases.












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