Hi en zed,
If you don't want to worry about managing the hardware or tuning the software, Papertrail is a possible solution for you. Papertrail SolarWinds SaaS-based syslog server product. It may meet your needs and can definitely handle bursts of that size (and more) from a single customer or source.