In today’s digital age, the term “data analytics” encompasses numerous technology areas including IoT, HPC, data center modernization, data-driven science, and data protection. Regardless of where you perform data analytics —at the edge, in the cloud, or on-premises— applications 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 the data to identify preferences, generate new content, and provide a more personalized experience. Singularity streamlines this process by integrating with the underlying compute, rather than isolating services, thus enabling the end-to-end analytics process to work faster, more efficiently, and with necessary controls.