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your input testing to cover the completely irrational but possible cases. When you take no assumptions for granted, when everything is suspect, and when you itemize, prioritize, and then test your risk tolerances, you re ready for production. Or so you assume. Beware of quick hacks meant as stopgap measures. They tend to live on and have other applications piled on top of them. Unless the quick hack really is an overnight or hour-long fix to buy time to get the real solution in place, you ll find enough application weight heaped on your quick fix to compress it into something resembling architectural rock. Once in place, the fixes don t come out. Remember that COBOL programmers thought of two-digit years as a necessary hack to get around short-term memory constraints; few thought such techniques or assumptions would still be in place two or three decades later. Your quick and dirty fix is the next person s millennium bug. Baking in the reliability aspects at design time isn t sufficient for smooth, predictable operations. You ll also need management, operations, and backup support to ensure that you handle all failures as predicted, to repair outages within your expected time windows, and to bring the world back to a state of serenity. The next chapters deal with the most complex operational aspects: eating your own clustered systems cooking.



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In the former case, although the overall mean rate is accurately predicted, it is hardly a useful traf c characteristic since the rate averaged over periods of several seconds can be signi cantly different In the latter, the rate information is insuf cient to allow signi cant statistical multiplexing gains For elastic ows it is, by de nition, possible to shape traf c to conform to the parameters of a leaky bucket However, it remains dif cult to choose appropriate leaky bucket parameters If the traf c is long-range dependent, as in the case of an aggregation of ows, the performance models studied in this book indicate that queueing behavior is particularly severe.





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Applications need to be tolerant of data service failures. NFS and database servers crash and recover, and your applications should be ready and waiting for the service to resume. External system conditions and intermittent network outages affect application reliability. Understand them and deal with them. Replicating processes, or checkpointing them for restart, will help for very long-running computational applications. Developers share the responsibility for application correctness. They need to test return values, institute boundary condition checking and business-rule conditions, and accept the entire range of possible but unexpected input streams.

For any choice of leak rate r less than the peak rate and a bucket capacity s that is not impractically large, the majority of traf c will be smoothed and admitted to the network at rate r The added value of a nonzero bucket capacity is thus extremely limited for such traf c We conclude that, for both stream and elastic traf c, the leaky bucket constitutes an extremely inadequate descriptor of traf c variability..

The repairs [that Big Ben s resident engineer oversaw] were intended to give the clock two centuries of reliable service before the next major overhaul. Stewart Brand, in The Clock of the Long Now

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To perform admission control based solely on the parameters of a leaky bucket implies unrealistic worst-case traf c assumptions and leads to considerable resource allocation inef ciency For statistical multiplexing, ows are typically assumed to independently emit periodic maximally sized peak rate bursts separated by minimal silence intervals compatible with the leaky bucket parameters [8] Deterministic delay bounds are attained only if ows emit the maximally sized peak rate bursts simultaneously As discussed above, these worst-case assumptions bear little relation to real traf c characteristics and can lead to extremely inef cient use of network resources An alternative is to rely on historical data to predict the statistical characteristics of know own types This is possible for applications like the telephone, where an estimate of the average activity ratio is suf cient to predict performance when a set of conversations share a link using bufferless multiplexing.

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Jul 28, 2012 · Unfortunately, my friend, I'm afraid you can't download the Lexmark OCR software as that would be against the licensing agreement that ...












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