Why does my stream always buffer ONLY during big PPV events?

I have gigabit fiber internet. I'm hardwired straight into my Nvidia Shield. My provider works flawlessly 99% of the time for regular TV. But without fail, every time there's a major UFC fight or boxing match, it becomes an unwatchable buffering mess. Why does this happen and how do I fix it?