Spark runs on top of ___________ a cluster manager system which provides efficient resource isolation across distributed applications.

Excellent ! Your Answer is Correct. Explanation: Mesos enables fine grained sharing which allows a Spark job to dynamically take advantage of the idle resources in the cluster during its execution.