Simulator for fault tolerance in large scale distributed systems
Adrian Boteanu, Ciprian Dobre, Florin Pop, Valentin Cristea · 2010
We present a simulation model designed for the evaluation of fault tolerance solutions working in large scale distributed systems. This model extends the MONARC simulation model with new capabilities for fault tolerance simulation. The model includes failure behavior and capabilities to detect and react to faults. We also present an implementation of this model in MONARC, together with specific evaluation results. The model's implementation considers permanent and transient failures occurring within processing units, network components, as well as databases. The model is easily extendable, allowing the additions of new failure models, as required by different experiments. The model can be used in conjunction with key performance metrics, being able to easily pinpoint areas of failures within the simulated environments.