Enabling Compute and Data Sovereignty with Infrastructure-Level Data Spaces
Presenter: Jacopo Marino
Department of Control and Computer Engineering of Politecnico di Torino, Italy
Abstract: Data is a critical asset in today’s world, and its value cannot be overstated. However, ensuring that data is accessible only to authorized parties and protecting it against theft present significant challenges. A potential solution to these issues is creating data spaces that interconnect clusters managed by different actors. The latter can securely exchange data under specific constraints and terminate connections when needed.
This paper aims to show how to create infrastructure-level data spaces to facilitate secure data exchange and prevent data theft. Furthermore, we investigate how data sovereignty can be maintained through cluster data exchange, which is crucial in an era where data is increasingly regulated and controlled. Additionally, we explore how offloading applications from the data consumer into the data producer cluster can match data gravity patterns, improving overall system efficiency. Finally, this paper presents the potential integration of the proposed solution within the framework of IDSA and Gaia-X, serving as promising option for implementing their proposed functionalities.
eSAAM 2023: https://events.eclipse.org/2023/esaam2023/
Sponsored by:
- https://he-codeco.eu/
- https://eucloudedgeiot.eu/
- https://meta-os.eu/
- https://nephele-project.eu/
- https://eclipse.org/