Choosing the right model and learning algorithm

Now that we have a first impression of the data, we return to the initial question: how long will our server be able to handle the incoming web traffic? To answer this, we have to do the following:

1. Find the real model behind the noisy data points
2. Use the model to find the point in time where our infrastructure won't handle the load anymore and has to be extended