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In this tutorial, the presenter discusses investigating a server compromise by analyzing memory usage. They start by noting a significant increase in memory consumption on a web server. To investigate, they first use the command `free -h` to check memory usage. Next, they employ the command `ps aux --sort=-%mem | head` to identify which processes are consuming the most memory. The output reveals that several processes are running under the user "p tarrant," highlighting potential concerns. The focus is on understanding and diagnosing unusual memory usage patterns to uncover underlying issues.