Hadoop jobs are great to compute and aggregate tons of data. However, getting a feedback from batches can take up to hours depending on the workflow. In some contexts, a minute of latency to get the feedback can cost money. At Big Data Berlin on April 30th, Sofian talked about how Criteo switched from a batch-only architecture to a lambda architecture during our internal Hackathon.