2022/08/20 by Ali Akoglu, José-Luis Zechinelli-Martini, Akoglu, Ali +5
Business, Management and Accounting · Computer Science · Decision Sciences · #Big Data and Business Intelligence #Cloud Computing and Resource Management #Databases (cs.DB) #FOS: Computer and information sciences #Scientific Computing and Data Management
paper · doi:10.48550/arxiv.2208.09673
openalex publication_date 2022/08/20 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
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.