Describes the role of the ResourceManager.

The ResourceManager is mainly concerned with arbitrating available resources in the cluster among competing applications, with the goal of maximum cluster utilization. The ResourceManager includes a pluggable scheduler called the YarnScheduler, which allows different policies for managing constraints such as capacity, fairness, and service level agreements.

The ResourceManager manages resources as follows:
  • Each NodeManager takes instructions from the ResourceManager, reporting and handling containers on a single node
  • Each ApplicationMaster requests resources from the ResourceManager, then works with containers provided by NodeManagers

The ResourceManager communicates with application clients via an interface called the ClientService. A client can submit or terminate an application and gain information about the scheduling queue or cluster statistics through the ClientService.

Administrative requests are served by a separate interface called the AdminService, through which operators can get updated information about cluster operation.

Behind the scenes, the ResourceTrackerService receives node heartbeats from the NodeManager to track new or decommissioned nodes. The NMLivelinessMonitor and NodesListManager keep an updated status of which nodes are healthy so that the scheduler and the ResourceTrackerService can allocate work appropriately.

A component called the ApplicationMasterService manages ApplicationMasters on all nodes, keeping the scheduler informed. A component called the AMLivelinessMonitor keeps a list of ApplicationMasters and their last heartbeat times, in order to let the ResourceManager know what applications are healthy on the cluster. Any ApplicationMaster that does not heartbeat within a certain interval is marked as dead and re-scheduled to run on a new container.

At the core of the ResourceManager is an interface called the ApplicationsManager, which maintains a list of applications that have been submitted, are running, or are completed. The ApplicationsManager accepts job submissions, negotiates the first container for an application (in which the ApplicationMaster will run) and restarts the ApplicationMaster if it fails.

The ResourceManager and NodeManagers communicate via heartbeats.

Configure the ResourceManager for high availability so that the failure of the ResourceManager service is a not single point of failure for the cluster. High availability of the ResourceManager is configured by default when you run without specifying the -RM parameter.