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NEW QUESTION: 1
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. Default Partitioner
B. IdentityMapper
C. IdentityReducer
D. Speculative Execution
E. Combine
Answer: D
Explanation:
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.
*There are a few reasons Hadoop can kill tasks by his own decisions:
Failed tasks are tasks that error out.
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: 2
スタンドアロンサーバーのOracleグリッドインフラストラクチャについて正しいのはどれですか。
A. 自動ストレージ管理（ASM）では、O / SグループOSASMおよびOSDBAを、そのインストール所有者のセカンダリグループとして割り当てる必要があります。
B. 自動ストレージ管理（ASM）ディスクを管理するには、Oracle ASMLibが必要です。
C. インストールの前に、オペレーティングシステムのoracle_base環境変数を事前定義しておく必要があります。
D. インストール時に1つのディスクグループを作成します。
E. 自動ストレージ管理（ASM）ディスクを管理するには、Oracle ASM Filter Driver（ASMFD）が必要です。
F. Oracle RestartとOracleAutomatic Storage Management（ASM）ソフトウェアの両方が含まれています。
Answer: D,E,F
NEW QUESTION: 3
Select two correct statements about Results Books.
A. A Results Book page will always look the same asthe output of the processor it is linked to,
B. Results Books can be exported to a multlsheet MS Excel Workbook.
C. A Results Book can contain tabs containing the output from several different EDQ processor steps.
D. ResultsBooks can combine pages from many projects.
E. Results Books alwayslink to the latestversion of a process.
Answer: A,D