In today’s digital age, the term “data analytics” encompasses numerous technology areas including IoT, HPC, data center modernization, data-driven science, data protection, and much more. Regardless of where data analytics are performed—at the edge, in the cloud, or on-premises—the applications used can benefit from Singularity containerization. Consider social media channels such as Twitter and Facebook, which gather data from millions of users every day. Analytics are performed on this data to identify preferences and push content to each user, as dictated by the analytics results. Singularity streamlines this process by integrating with the underlying compute, rather than isolating services—enabling the end-to-end analytics process to work faster and more efficiently.