Final answer:
The best statement for the log aggregation service design is to recognize that single-tenancy ensures better security at a higher cost, while multitenancy is cost-effective but increases risk without robust isolation.
Step-by-step explanation:
Considerations for Log Aggregation Service Design
When designing a log aggregation service, especially one that handles sensitive entries from both on-premises and cloud-based infrastructure, it is crucial to consider the security and isolation aspects of the service. Taking the engineer's decision into consideration, the best statement to reflect on is that:
- Single-tenancy is often more expensive and has less efficient resource utilization. Multitenancy may increase the risk of cross-customer exposure in the event of service vulnerabilities.
This statement acknowledges both the economic and security implications of the architecture choice. While multitenancy can indeed be more cost-efficient due to shared resources, it also has higher risks if not implemented with robust isolation mechanisms. Conversely, a single-tenant architecture is typically more secure since each customer's data is kept separate, but this comes at a higher cost and potential underutilization of resources. Therefore, a balanced approach that ensures secure multitenancy with data isolation and strong access controls could be optimal.
It is also significant for the service to implement strong security measures such as encryption at rest and during transit, along with regular security audits and monitoring to mitigate risks. Considering multitenancy, measures to prevent data leakage between tenants are essential, possibly supplemented by using virtual private clouds (VPC) for additional isolation.