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A data engineer is designing a Databricks cluster for a mission-critical, long-running job. The configuration must prioritize job completion even in the event of individual Virtual Machine (VM) failures. Which of the following cluster setups provides the highest level of fault tolerance to ensure the job finishes successfully?
A
Total VMs: 4, RAM per Executor: 100 GB, Cores per Executor: 40
B
Total VMs: 16, RAM per Executor: 25 GB, Cores per Executor: 10
C
Total VMs: 1, RAM per Executor: 400 GB, Cores per Executor: 160
D
Total VMs: 8, RAM per Executor: 50 GB, Cores per Executor: 20
E
Total VMs: 2, RAM per Executor: 200 GB, Cores per Executor: 80