Orthogonally Persistent Object Systems VLDB Endowment Inc Form

Instructions and help about Orthogonally Persistent Object Systems VLDB Endowment Inc

[Music] hi everyone in this session we will discuss on ml modeling at scale how did we try to break the barrier to apply dynamic ml models at scale in production systems i am supriya here we have prajula and nisha with us to discuss uh this points we are all from dell technologies going to the agenda so we will first discuss what is the need for mls scale and then we will take you through the introduction to automated machine learning and automated machine learning has different implementations so from those uh we have chosen auto glue on so we will explain why we chose auto glue on for our trials we will discuss on its capabilities and then of course we will look at the different problems classification regression problems that we try to solve using autoglue and setup then we will be proposing an architecture on how to leverage automatic machine learning in production systems of course through our pocs and trials we did face some challenges we'll discuss those here and then also we wi