Graph Analytics Workflows Enactment on Just in Time Data Centres Position Paper

Abstract

This paper discusses our vision about multirole-capable decisionmaking systems across a broad range of Data Science (DS) workflows working on graphs through disaggregated data centres. Our vision is that an alternative is possible, to work on a disaggregated solution for the provision of computational services under the notion of a disaggregated data centre. We define this alternative as a virtual entity that dynamically provides resources crosscutting the layers of edge, fog and data centre according to the workloads submitted by the workflows and their Service Level Objectives. This work is funded by the project GALILEAN, LIRIS intergroup collaboration https://galilean-project.github.io.