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From Table 11-4 and Figure 11-2, you can see that Compiled and Compiled via delegate are much faster over a small number of repetitions. But notice that over 1, 10, and 100 repetitions, the amount of time required grows negligibly. This is because over these small numbers of repetitions, the time taken for each repetition is insignificant. It is the time that the JIT compiler takes to compile the IL code into native code that is significant. This is why the Compiled and Compiled via delegate times are so close. They both have a similar amount of code to JIT compile. The Interpreted time takes longer because you must JIT compile more code, specifically the interpreter. But JIT is a one-off cost because you need to JIT each method only once; therefore, as the number of repetitions go up, this one-off cost is paid for, and you begin to see a truer picture of the relative performance cost.

Gruner: Well, in financial services, that may be. But we were kind of a differ-

ent breed of cat in financial services. We were a technology company providing great service to public companies. So we were always viewed as a technologist kind of company, and many companies liked that. Some didn t like that so much. But that was our niche. That was our differentiation. We understood technology better.

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Figure 11-2. The evaluation time in machine ticks of the expression 1 + 1 against the number of evaluations of the express You can see clearly from Figure 11-2 that as the number of repetitions goes up, the cost of Compiled goes up steeply. This is because accessing the compiled DynamicMethod through its Invoke method is expensive, and you incur this cost on every repetition, so the time taken for a Compiled method increases at the same rate as the number of repetitions. However, the problem lies not with compilation but with how you are invoking the compiled code. It turns out that calling a DynamicMethod through a delegate rather than the Invoke member on the dynamic delegate allows you to pay only once for the cost of binding to the method, so executing a DynamicMethod this way is much more efficient if you intend to evaluate the expression multiple times. So from the results, compilation with invocation via a delegate is the best option in terms of speed. This analysis shows the importance of measurement: don t assume that compilation has given you the expected performance gains until you actually see the benefits on realistic data sets and have used all the available techniques to ensure no unnecessary overhead is lurking. However, in reality, many other factors can affect this. For example, if your expressions change often, your interpreter will need to be JIT compiled only once, but each compiled expression

Livingston: Who did you learn from Did you have any mentors Gruner: I had several. I tried to learn and listen to them. The whole founding

Documentation is a pretty self-explanatory option. I encourage you to check in with the documentation after you ve finished with this book to fill in any knowledge gaps that you may have concerning the product. Definitely take a look at the Getting Started and BizTalk Server 2006 Tutorials sections, as they are invaluable to your progress with the product.

group at Data General were really smart people. There were four founders there: Ed de Castro, who was the president, who was an investor in Shareholder.com, and who remains a friend after 35 years; Henry Burkhardt, who was the VP of software; Dick Sogge, the VP of engineering; Herb Richman in marketing. They re all really smart guys, and I learned a lot from watching and listening to them.

Because de Castro was a hardware engineer like I was, I would view him as my primary mentor during those years. During the 80s, like I said, we had a good board of directors. Tom Perkins played a very key role. I think I absorbed a lot of the wisdom from him by osmosis just in board meetings, and how he conducted himself. How he did a good job, I thought, of managing conflict and disagreements. I have to say I m surprised, though, by how public he s let the internal HP board battle become. Seems to me that it s been very costly to HP.

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