 Big data sets come with algorithmic challenges that previously did not exist.Hence, there is a need to fundamentally change the processing ways.The Workshops on Algorithms for Modern Massive Data Sets (MMDS) bring together computer scientists, statisticians, mathematicians, and data analysis practitioners to discuss algorithmic challenges of big data.