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NEW QUESTION: 1
あなたはデータエンジニアです。 Hadoop分散ファイルシステム（HDFS）アーキテクチャを設計しています。 Microsoft Azure Data Lakeをデータストレージリポジトリとして使用する予定です。
復元力のあるデータスキーマでリポジトリをプロビジョニングする必要があります。 Azure Data Lake Storageの復元力を確保する必要があります。何を使うべきですか？回答するには、回答エリアで適切なオプションを選択します。
注：それぞれの正しい選択には1ポイントの価値があります。

Answer:
Explanation:

Explanation

Box 1: NameNode
An HDFS cluster consists of a single NameNode, a master server that manages the file system namespace and regulates access to files by clients.
Box 2: DataNode
The DataNodes are responsible for serving read and write requests from the file system's clients.
Box 3: DataNode
The DataNodes perform block creation, deletion, and replication upon instruction from the NameNode.
Note: HDFS has a master/slave architecture. An HDFS cluster consists of a single NameNode, a master server that manages the file system namespace and regulates access to files by clients. In addition, there are a number of DataNodes, usually one per node in the cluster, which manage storage attached to the nodes that they run on. HDFS exposes a file system namespace and allows user data to be stored in files. Internally, a file is split into one or more blocks and these blocks are stored in a set of DataNodes. The NameNode executes file system namespace operations like opening, closing, and renaming files and directories. It also determines the mapping of blocks to DataNodes. The DataNodes are responsible for serving read and write requests from the file system's clients. The DataNodes also perform block creation, deletion, and replication upon instruction from the NameNode.
References:
https://hadoop.apache.org/docs/r1.2.1/hdfs_design.html#NameNode+and+DataNodes

NEW QUESTION: 2
Amazon Elastic MapReduce（Amazon EMR）を使用すると、膨大な量のデータを分析および処理できます。クラスターは、Hadoopと呼ばれるオープンソースフレームワークを使用して管理されます。 Hadoopジョブを実行するためのアプリケーションをセットアップしました。アプリケーションはDynamoDBからデータを読み取り、100 TBの一時ファイルを生成します。
プロセス全体が30分間実行され、ジョブの出力がS3に保存されます。
この場合、最も費用対効果の高いソリューションは以下のオプションのうちどれですか？
A. オンデマンドインスタンスを使用してHadoopジョブを実行し、出力ファイルストレージ用の一時ストレージでそれらを構成します。
B. スポットインスタンスを使用してHadoopジョブを実行し、出力ファイルストレージ用にEtherealストレージを設定します。
C. オンデマンドインスタンスを使用してHadoopジョブを実行し、永続ストレージ用のEBSボリュームでそれらを構成します。
D. スポットインスタンスを使用してHadoopジョブを実行し、永続データストレージ用にEBSボリュームでそれらを構成します。
Answer: B
Explanation:
説明
AWS EC2スポットインスタンスを使用すると、ユーザーはEC2コンピューティング容量の独自の価格を見積もることができます。ユーザーは、スペアのAmazon EC2インスタンスに入札し、現在のスポット価格を超えるたびにそれらを実行できます。
スポットインスタンスの価格モデルは、オンデマンドおよびリザーブドインスタンスの価格モデルを補完し、アプリケーションに応じて、計算能力を取得するための潜在的に最も費用対効果の高いオプションを提供します。スポットインスタンスの唯一の課題は、スポット価格が入札価格を超えるたびにインスタンスを終了できるため、データの永続性です。現在のシナリオでは、Hadoopジョブは一時的なジョブであり、長期間実行されません。永続的なDynamoDBからデータを取得します。したがって、インスタンスが終了した場合でも、データの損失はなく、ジョブを再実行できます。出力ファイルは大きな一時ファイルであるため、コストを節約するためにデータをエーテルストレージに保存すると便利です。
http://aws.amazon.com/ec2/purchasing-options/spot-instances/

NEW QUESTION: 3


Answer:
Explanation:

NEW QUESTION: 4
You have an Apache Hadoop system that contains 5 TB of data.
You need to create queries to analyze the data in the system. The solution must ensure that the queries execute as quickly as possible.
Which language should you use to create the queries?
A. Apache Hive
B. Java
C. MapReduce
D. Apache Pig
Answer: C