Authors: Athanasios Naskos; Anastasios Gounaris; Haralambos Mouratidis; Panagiotis Katsaros
Addresses: Department of Informatics, Aristotle University of Thessaloniki, Greece ' Department of Informatics, Aristotle University of Thessaloniki, Greece ' School of Computing, Engineering and Mathematics, University of Brighton, UK ' Department of Informatics, Aristotle University of Thessaloniki, Greece
Abstract: We focus on horizontally scaling NoSQL databases in a cloud environment, in order to meet performance requirements while respecting security constraints. The performance requirements refer to strict latency limits on the query response time. The security requirements are derived from the need to address two specific kinds of threats that exist in cloud databases, namely data leakage, mainly due to malicious activities of actors hosted on the same physical machine, and data loss after one or more node failures. A key feature of our approach is that we account for multiple cloud providers offering resources of different characteristics. We explain that usually there is a trade-off between performance and security requirements and we derive a model checking approach to drive runtime decisions that strike a user-defined balance between them taking into account the infrastructure heterogeneity. Finally, we evaluate our proposal using real traces to prove the effectiveness in configuring the trade-offs.
Keywords: security-aware elasticity; horizontal scaling; multi-clouds.
International Journal of Intelligent Information and Database Systems, 2017 Vol.10 No.3/4, pp.168 - 190
Available online: 14 Sep 2017 *Full-text access for editors Access for subscribers Purchase this article Comment on this article