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What I have done here is separate the two fields by a cache line (64 bytes) Now, when I run the program, I get a result of 3,415,703 milliseconds The first version is four times slower because the two fields were part of the same cache line and the CPUs had to keep handing the bytes back and forth to each other! From the program s point of view, the two threads were manipulating different data; but, from the CPU s cache line point of view, the CPUs were manipulating the same data This is called false sharing If the CPUs are on different NonUniform Memory Access (NUMA) nodes, then the performance impact can be substantially worse In the second version, the fields were on different cache lines, so the CPUs could each work independently; nothing was shared .

That meant I needed to implement my own version that would properly send the keystrokes and allow mouse input in the future Fortunately, I ran across the SendInput function, which is part of Microsoft Active Accessibility (MSAA) and replaces all the previous low-level event functions, such as keybd_event It also places all the input information in the keyboard or mouse input stream as a contiguous unit, ensuring that your input isn't interspersed with any extraneous user input This functionality was especially attractive for Tester Once I knew how to send the keystrokes properly, I needed to develop the keystroke input format Because the Visual Basic 6 SendKeys statement or NET SystemWindowsFormsSendKeys class already provides a nice input format, I thought I'd duplicate it for my PlayInput function.

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I bring up this discussion to show you that cache lines and false sharing can have an enormous impact on the performance of an application when adjacent data is accessed by multiple threads simultaneously This is something you should be aware of in performanceconscience scenarios and, if you detect it, you can usually devise a way to avoid it (like my use of the FieldOffset attribute) Be aware that arrays maintain their length at the beginning of the array s memory, which is right next to the first few array elements When you access any array element, the CLR verifies that the index you are using is within the array s length This means that accessing an array s element always involves accessing the array s length, too .

Microsoft is the world's biggest software company and the best place in the world to be a software test engineer. We build successful world class businesses that generate big revenue and big profits. The rich history of Microsoft, our broad vision to empower the people of the world and a core set of values that help guide the test engineers of Microsoft in shipping world class high quality software. As businesses evolve, the engineering practices used by the large successful business groups have

Therefore, to avoid additional false sharing, you should avoid having one thread write to the first few elements in the array while other threads are accessing other elements in the array ..

{ MultiView1.ActiveViewIndex = 0; } else { MultiView1.ActiveViewIndex += 1; }

I used everything but the repeat key code, though as I mentioned earlier, I extended the format to support mouse playback as well There's nothing too thrilling about the parsing code if you want to see it, look in the Tester\Tester\ParsePlayInputStringCPP file that accompanies the sample files for this book Additionally, if you want to see the code in action, you might want to debug through the ParsePlayKeysTest program in the Tester\Tester\Tests\ParsePlayKeysTest directory As you can tell by the name, this program is one of the unit tests for the Tester DLL The TWindow, TWindows, and TSystem objects are straightforward, and you should be able to understand them just by reading their source code These three classes are essentially wrappers around the appropriate Windows API functions The only slightly interesting portion of the implementation was writing the code to ensure the TWindowSetFocusTWindow and TSystem.

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