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Do this: open Terminal on your windows or Mac machine, then connect to your server at mojohost via SSH (they should have provided your credentials and instructions already.
Once you are connected, use the "top" or "htop" command to get an overview of processes and their memory usage. Additionally, you can use "ps aux --sort=-%mem" to list processes by memory usage, with the highest consuming ones at the top. The "free" command provides memory usage statistics as well.
This should help you find the problem.
You have a lot of videos - you may want to consider using Amazon AWS S3 Buckets or other solutions like Linode or Azure.
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