I am also working on a similar project using node.js and redis. Please make sure that you are using a perfectly fitting data model. I bet most of the load will

I am also working on a similar project using node.js and redis. Please make sure that you are using a perfectly fitting data model. I bet most of the load will come from the database and not from the application servers. We went for an in-memory solution for all timelines and graphs.