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NEW QUESTION: 1
Identify the MapReduce v2 (MRv2 / YARN) daemon responsible for launching application containers and monitoring application resource usage?
A. ApplicationMasterService
B. JobTracker
C. NodeManager
D. TaskTracker
E. ApplicationMaster
F. ResourceManager
Answer: E
Explanation:
Explanation/Reference:
The fundamental idea of MRv2 (YARN) is to split up the two major functionalities of the JobTracker, resource management and job scheduling/monitoring, into separate daemons. The idea is to have a global ResourceManager (RM) and per-application ApplicationMaster (AM). An application is either a single job in the classical sense of Map-Reduce jobs or a DAG of jobs.
Note: Let's walk through an application execution sequence :
1. A client program submits the application, including the necessary specifications to launch the application-specific ApplicationMaster itself.
2. The ResourceManager assumes the responsibility to negotiate a specified container in which to start the ApplicationMaster and then launches the ApplicationMaster.
3. The ApplicationMaster, on boot-up, registers with the ResourceManager - the registration allows the client program to query the ResourceManager for details, which allow it to directly communicate with its own ApplicationMaster.
4. During normal operation the ApplicationMaster negotiates appropriate resource containers via the resource-request protocol.
5. On successful container allocations, the ApplicationMaster launches the container by providing the container launch specification to the NodeManager. The launch specification, typically, includes the necessary information to allow the container to communicate with the ApplicationMaster itself.
6. The application code executing within the container then provides necessary information (progress, status etc.) to its ApplicationMaster via an application-specific protocol.
7. During the application execution, the client that submitted the program communicates directly with the ApplicationMaster to get status, progress updates etc. via an application-specific protocol.
8. Once the application is complete, and all necessary work has been finished, the ApplicationMaster deregisters with the ResourceManager and shuts down, allowing its own container to be repurposed.
Reference: Apache Hadoop YARN - Concepts & Applications
NEW QUESTION: 2
Many people in your country are no longer eating food from cans because of the risk of botulism and eColi O1H747. Your low acid canned foods company is seeing its revenues decrease as a result, and it is updating its overall strategy for the company to diversify into other markets as well as to add an aggressive marketing campaign to ensure the public that its low acid canned foods are generally recognized as safe by the Food and Drug Administration. This means in terms of portfolio management:
A. The benefits to be realized by existing components require standard KPIs tied to critical success factors
B. Each proposed component must demonstrate business value before it is undertaken
C. The ROI for existing components should be reviewed to determine if they should continue
D. The existing inventory of work should be validated against the updated strategy
Answer: D
NEW QUESTION: 3
Universal Containers has Quote Terms specific to Product X and separate Quote Terms specific to Product Y. The Admin has created an output document with separate Template Sections for each set of Quote Terms. Each Template Section references a separate Template Content record. Which tasks should the admin complete to ensure Quote Terms for Product X and Y appear separately in the output document?
A. Set the Template Content field for all Product X Quote Terms to the Product X Template Content record; repeat for Product Y.
B. Create a Term Condition for all Product X Quote Terms where Section = Template Section X; repeat for Product Y.
C. Delete the second Template Section and set the Group field on the remaining Template Section to SBQQ__ProudctCode__c.
D. Set the Product X Template Section filter fields to Product Code = Product X; repeat for Product Y.
Answer: D
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