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these experiments. Note that without framing and active cell-discard, developing a solution for heterogeneous E1 ; E2 ; E3 is nontrivial. Effectiveness of the Firewall fCi g and Dropping Policy The effectiveness of guaranteeing a minimum capacity Ci per frame for class i and the dropping policy is evaluated next to the context of heterogeneous E values. This is achieved through trace-driven simulation. The scenario was as follows. MPEG-I video traces shown in Table 19.3 were used as input to the simulations. Their Ci were calculated using Alternative 2. The dispatcher was either the pseudo-earliest-due-date dispatcher described in Section 19.2.3 or LIFO for comparison purposes. In the experiments, each class had one connection. Also, the traces were phaseshifted randomly to ensure that they were mutually unsynchronized otherwise, one would have to consider correlated streams. Recall from Section 19.2.3, that when channel_image[] was full, the cell dispatcher gave preference to classes fjg that had not yet received at least Cj cell allocations in the current frame, and among those that did receive Cj , to those with smaller current estimates of the ratio Sj . The performance of the algorithm is shown in Table 19.3. Results for a simple last-in- rst-out (LIFO) dropping policy is also shown for comparison purposes. In



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servers are the frameworks that run the J2EE environment. The overall reliability of the application server is a function of all of the components that are layered on top of it. If you re using J2EE, for example, but call a non-Java native method written in C or C++, that code poses a risk to the application server. Step on memory with some poorly written native code and it s possible to corrupt the memory footprint of the application server. Since web and application servers represent the top of the software stack, they re affected by the reliability and correct operation of all of the network pieces underneath them. Peter Deutsch, networking, security, and risk evaluation expert, points out that you can t control the security, reliability, or latency of a network. Furthermore, there s rarely a single point of control or single point of accountability for a network of systems. We ll look at how each piece of the networked system fits into the puzzle of making the overall system more reliable, based on the Availability Index that we ll introduce in 3.





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TABLE 19.3 Performance of the Proposed Cell Dispatcher for Heterogeneous Cell-Loss Probabilities, fEi g Experiment Number I II Video Trace Terminator Gold nger Soccer Terminator Gold nger Soccer Ei Desired 0.01 0.001 0.0001 0.002 0.003 0.001 Ei Delivered (LIFO) 0.0008 0.0012 0.0011 0.0014 0.0020 0.0018 Ei Delivered (Proposed Dispatcher) 0.0039 0.00096 0.00009 0.0019 0.0029 0.0007

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LIFO, newly active nonguaranteed cells that found the channel_image full were dropped. The results show a need for the priority scheduler. 19.4.2 Equivalent Bandwidth for Heterogeneous Frames

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Let there be L delay-jitter classes, each with a different delay-jitter bound and corresponding frame size. Let nl l 1; . . . ; L be the number of connections belonging to class l. For class l in isolation, the aggregate capacity needed to meet prescribed cell-loss probabilities may be computed in accordance with Section 19.4.1. Let Cl be the capacity needed for class l traf c. Then an upper bound on P capacity needed for all classes is l Cl . 19.4.3 Loss-Free Transmission

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Per-link framing was originally designed for loss-free transmission [9]. Per-VC framing can achieve the same if desired. To see this, consider rst a single jitter class, that is, let all VC have the same frame P size, T . The total output link capacity allocated in #cells=T will be CT ! K Ci , where K is the number of admitted VCs that have frame size T , i 1 and Ci is the number of cells guaranteed for VC i in each frame T . Let j 1 j K be one of the admitted VCs. Let a new frame clock arrive for VC j at time t. The scheduling algorithm described in Section 19.2.3 will nd at least Cj slots between t; t T in its channel_image[] that are either empty or marked as not guaranteed. This is because the total number of slots in channel_image[t+1] through channel_ image[t+T] is at least CT ; P CT ! K Ci ; i 1 Since VC js new frame clock just arrived, at least Cj of the CT slots in channel_image[t+1] through channel_image[t+T] are either empty or marked as not guaranteed. Therefore, the scheduler will not need to overwrite any entry in channel_ image[] that has already been scheduled as guaranteed for some other VC; that is, if VC j transmits at most Cj cells=T , all its cells will be transmitted. This logic extends to multiple jitter classes the capacity allocated to any VC is guaranteed to be available to it in every frame if it needs it. 19.5 RELATED WORK

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