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NEW QUESTION: 1
Microsoft AzureでLambdaアーキテクチャを使用してソリューションを開発しています。
テストレイヤーのデータは、次の要件を満たしている必要があります。
データストレージ：
*リポジトリ（またはさまざまな形式の大量の大容量ファイル）として機能します。
*ビッグデータ分析ワークロード用に最適化されたストレージを実装します。
*階層構造を使用してデータを整理できるようにします。
バッチ処理：
*メモリ内の計算処理にはマネージドソリューションを使用します。
* Scala、Python、およびRプログラミング言語をネイティブにサポートします。
*クラスターを自動的にサイズ変更および終了する機能を提供します。
Analytical data store:
* Support parallel processing.
* Use columnar storage.
* Support SQL-based languages.
Lambdaアーキテクチャを構築するには、正しいテクノロジーを特定する必要があります。
どのテクノロジーを使用する必要がありますか？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:

Data storage: Azure Data Lake Store
A key mechanism that allows Azure Data Lake Storage Gen2 to provide file system performance at object storage scale and prices is the addition of a hierarchical namespace. This allows the collection of objects/files within an account to be organized into a hierarchy of directories and nested subdirectories in the same way that the file system on your computer is organized. With the hierarchical namespace enabled, a storage account becomes capable of providing the scalability and cost-effectiveness of object storage, with file system semantics that are familiar to analytics engines and frameworks.
Batch processing: HD Insight Spark
Aparch Spark is an open-source, parallel-processing framework that supports in-memory processing to boost the performance of big-data analysis applications.
HDInsight is a managed Hadoop service. Use it deploy and manage Hadoop clusters in Azure. For batch processing, you can use Spark, Hive, Hive LLAP, MapReduce.
Languages: R, Python, Java, Scala, SQL
Analytic data store: SQL Data Warehouse
SQL Data Warehouse is a cloud-based Enterprise Data Warehouse (EDW) that uses Massively Parallel Processing (MPP).
SQL Data Warehouse stores data into relational tables with columnar storage.
References:
https://docs.microsoft.com/en-us/azure/storage/blobs/data-lake-storage-namespace
https://docs.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/batch-processing
https://docs.microsoft.com/en-us/azure/sql-data-warehouse/sql-data-warehouse-overview-what-is

NEW QUESTION: 2

A. Option A
B. Option D
C. Option B
D. Option C
Answer: A

NEW QUESTION: 3
あなたの会社の中核事業は、建設機械を大規模に貸し出すことです。レンタルされているすべての機器には、数秒ごとにイベント情報を送信する複数のセンサーが装備されています。これらの信号は、エンジンの状態、走行距離、燃料レベルなどによって異なります。これらのセンサーによって監視される消費量に基づいて、顧客に請求されます。デバイスあたり1時間あたり最大数千のイベントである高スループットを期待し、イベントの時間に基づいて一貫性のあるデータを取得する必要があります。個々のシグナルの保存と取得はアトミックである必要があります。あなたは何をするべきか？
A. デバイスごとにCloud Filestoreにファイルを作成し、そのファイルに新しいデータを追加します。
B. デバイスごとにCloud Storageにファイルを作成し、そのファイルに新しいデータを追加します。
C. データをCloud Bigtableに取り込みます。イベントのタイムスタンプに基づいて行キーを作成します。
D. データをDatastoreに取り込みます。デバイスに基づいてエンティティグループにデータを保存します。
Answer: C

NEW QUESTION: 4
ある企業がその環境の年次侵入テストを実施しました。 いくつかの新しい発見に加えて、以前に確認された発見はすべて最新のレポートにも残っていました。 どれが最も可能性の高い理由ですか？
A. The organization is not taking action to remediate identified findings.
B. The penetration testing tools were misconfigured.
C. Infrastructure is being replaced with similar hardware and software.
D. Systems administrators are applying the wrong patches.
Answer: A