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Exam Code: KX3-003
Exam Name: Certified RapidResponse Author Level 3 Exam
Vendor: Kinaxis

60 Questions & Answers
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NEW QUESTION: 1
A user is storing a large number of objects on AWS S3. The user wants to implement the search functionality among the objects. How can the user achieve this?
A. Tag the objects with the metadata to search on that.
B. Use the indexing feature of S3.
C. Use the query functionality of S3.
D. Make your own DB system which stores the S3 metadata for the search functionality.
Answer: D
Explanation:
Explanation/Reference:
Explanation:
In Amazon Web Services, AWS S3 does not provide any query facility. To retrieve a specific object, the user needs to know the exact bucket / object key. In this case it is recommended to have an own DB system which manages the S3 metadata and key mapping.
Reference: http://media.amazonwebservices.com/AWS_Storage_Options.pdf

NEW QUESTION: 2
The Hadoop framework provides a mechanism for coping with machine issues such as faulty configuration or impending hardware failure. MapReduce detects that one or a number of machines are performing poorly and starts more copies of a map or reduce task. All the tasks run simultaneously and the task finish first are used. This is called:
A. Speculative Execution
B. IdentityReducer
C. Default Partitioner
D. IdentityMapper
E. Combine
Answer: A
Explanation:
Explanation/Reference:
Speculative execution: One problem with the Hadoop system is that by dividing the tasks across many nodes, it is possible for a few slow nodes to rate-limit the rest of the program. For example if one node has a slow disk controller, then it may be reading its input at only 10% the speed of all the other nodes. So when 99 map tasks are already complete, the system is still waiting for the final map task to check in, which takes much longer than all the other nodes.
By forcing tasks to run in isolation from one another, individual tasks do not know where their inputs come from. Tasks trust the Hadoop platform to just deliver the appropriate input. Therefore, the same input can be processed multiple times in parallel, to exploit differences in machine capabilities. As most of the tasks in a job are coming to a close, the Hadoop platform will schedule redundant copies of the remaining tasks across several nodes which do not have other work to perform. This process is known as speculative execution. When tasks complete, they announce this fact to the JobTracker. Whichever copy of a task finishes first becomes the definitive copy. If other copies were executing speculatively, Hadoop tells the TaskTrackers to abandon the tasks and discard their outputs. The Reducers then receive their inputs from whichever Mapper completed successfully, first.
Reference: Apache Hadoop, Module 4: MapReduce
Note:
* Hadoop uses "speculative execution." The same task may be started on multiple boxes. The first one to finish wins, and the other copies are killed.
Failed tasks are tasks that error out.
* There are a few reasons Hadoop can kill tasks by his own decisions:
a) Task does not report progress during timeout (default is 10 minutes) b) FairScheduler or CapacityScheduler needs the slot for some other pool (FairScheduler) or queue (CapacityScheduler).
c) Speculative execution causes results of task not to be needed since it has completed on other place.
Reference: Difference failed tasks vs killed tasks

NEW QUESTION: 3
Which four actions would take place during a data-protection assessment? (Choose four.)
A. consider only NetApp Snapshot, SnapMirror, and SnapVault technology, regardless of the existing backup solutions
B. agree on the Professional Service SOW and purchase order as early as possible
C. gather information about the customer's existing infrastructure
D. visit executive Briefing Center so experts can provide education to the customer, concerning NetApp offerings
E. determine if a proof of concept phase is needed
F. analyze customer data protection backup and disaster recovery goals compared to NetApp data protection technology
Answer: C,D,E,F


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