January 2019
Intermediate to advanced
322 pages
7h 29m
English
Content preview from Hands-On Deep Learning with Apache Spark
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Mesos cluster mode
Spark can run on clusters that are managed by Apache Mesos (http://mesos.apache.org/). Mesos is a cross-platform, cloud provider-agnostic, centralized, and fault-tolerant cluster manager, designed for distributed computing environments. Among its main features, it provides resource management and isolation, and the scheduling of CPU and memory across the cluster. It can join multiple physical resources into a single virtual one, and in doing so is different from classic virtualization, where a single physical resource is split into multiple virtual resources. With Mesos, it is possible to build or schedule cluster frameworks such as Apache Spark (though it is not restricted to just this). The following diagram shows the ...
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