A Novel Simulated Approach to Secure Multi-Tenant Distributed Systems using Anomaly Score based Virtual Machine Live Migration
Now a days, cloud computing services are being used exponentially which in turn increases in multi-tenant distributed service(MTDS). Targeted attacks in MTDS propagated through side channel, shared memories, network access, and configuration. These attacks could be discovered after analyzing side channel data. This paper proposes a novel anomaly approach for virtual machine placement (VM) considering anomaly scores of VM and the CPU utilization of the servers. The result reveals that the proposed approach ensures secure VM migrations among the servers during VM placement, and also ensures that the MTDS environment remains secure.
Authors
- Tanmay Karmarkar
- Pravin R. Patil (ORCID: https://orcid.org/0000-0003-3198-0622)
- Geetanjali Kale
Institutions
- Indian Institute of Information Technology, Pune (IN)
Publication Details
- Published
- 2024-10-17
- DOI
- https://doi.org/10.1109/icbds61829.2024.10837041
- Primary Topic
- Network Security and Intrusion Detection
- Type
- article
- Field-Weighted Citation Impact
- 0.00