This paper discusses our vision of multirole-capable decision-making 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.
@article{arxiv.2208.09673,
title = {Graph analytics workflows enactment on just in time data centres, Position Paper},
author = {Ali Akoglu and José-Luis Zechinelli-Martini and Hamamache Kheddouci and Genoveva Vargas-Solar},
journal= {arXiv preprint arXiv:2208.09673},
year = {2022}
}
Comments
arXiv admin note: text overlap with arXiv:2103.07978