There are over 1 million groups on LinkedIn and 1.5 million members join these groups every week. When working with this volume of data, we ran into an interesting problem: how can we rank group discussions so that the most "interesting" ones appear at the top? What algorithm could handle the huge stream of activity - new discussions, comments, likes, views,...