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Windows Task Manager – what do the memory columns mean?

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I have recently been using Windows to tune a Java application I created to move large amounts of data into a database. The application was very memory hungry as it implemented various queues to buffer incoming data before committing it to the data target. This meant that I needed to understand the memory which was

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