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NEW QUESTION: 1
You combine two tables in a join node using multiple columns in each table. Why do you enable the dynamic jo in opt on?
Note:There are 2 correct answers to this question.
A. To ensure that the join execution only uses the join columns requested in the query.
B. To allow data analysis at different levels of granularity with the same calculation view.
C. To improve execution t me under specific query conditions.
D. To force the calculation at the relevant level of granularity, even if this level is not the grouping level defined by the query.
Answer: A,B
NEW QUESTION: 2
会社は、Platform-as-a-Service（PaaS）を使用して新しいデータパイプラインプロセスを作成する予定です。プロセスは次の要件を満たしている必要があります。
摂取：
*複数のデータソースにアクセスする
*ワークフローを調整する機能を提供する
* SQL Server Integration Servicesパッケージを実行する機能を提供します。
格納：
*ビッグデータワークロード向けにストレージを最適化します。
*保存データの暗号化を提供します。
*サイズ制限なしで動作します。
準備とトレーニング：
*探索と視覚化のための完全に管理されたインタラクティブなワークスペースを提供します。
* R、SQL、Python、Scala、およびJavaでプログラミングする機能を提供します。
* Azure Active Directoryでシームレスなユーザー認証を提供します。
モデルとサービス：
*ネイティブのカラムナーストレージを実装します。
* SQL言語のサポート
*構造化ストリーミングのサポートを提供します。
データ統合パイプラインを構築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。
Answer:
Explanation:
Explanation:
取り込み：Azure Data Factory
Azure Data Factoryパイプラインは、SSISパッケージを実行できます。
Azureでは、次のサービスとツールがパイプラインオーケストレーション、制御フロー、およびデータ移動のコア要件を満たします：Azure Data Factory、Oozie on HDInsight、およびSQL Server Integration Services（SSIS）。
ストア：Data Lake Storage
Data Lake Storage Gen1は無制限のストレージを提供します。
注：保存データには、物理メディアの永続ストレージにあるデジタル形式の情報が含まれます。 Microsoft Azureは、ファイル、ディスク、BLOB、テーブルストレージなど、さまざまなニーズを満たすさまざまなデータストレージソリューションを提供しています。マイクロソフトは、Azure SQL Database、Azure Cosmos DB、およびAzure Data Lakeを保護するための暗号化も提供しています。
準備とトレーニング：Azure Databricks
Azure Databricksは、Azure Active Directory統合を含むエンタープライズグレードのAzureセキュリティを提供します。
Azure Databricksを使用すると、Apache Spark環境を数分で設定し、インタラクティブなワークスペースで共有プロジェクトの自動スケーリングとコラボレーションを行うことができます。 Azure Databricksは、Python、Scala、R、Java、SQLのほか、TensorFlow、PyTorch、scikit-learnなどのデータサイエンスフレームワークとライブラリをサポートしています。
モデルとサービス：SQL Data Warehouse
SQL Data Warehouseは、列状ストレージを使用してデータをリレーショナルテーブルに格納します。
Azure SQL Data Warehouseコネクターは、SQL Data Warehouseの効率的でスケーラブルな構造化ストリーミング書き込みサポートを提供するようになりました。 SQL Data Warehouseコネクタを使用して、Azure DatabricksからSQL Data Warehouseにアクセスします。
参照：
https://docs.microsoft.com/bs-latn-ba/azure/architecture/data-guide/technology-choices/pipeline-orchestration-data-movement
https://docs.microsoft.com/en-us/azure/azure-databricks/what-is-azure-databricks
NEW QUESTION: 3
During the restoration of several servers, a critical process that services external customers was restored late due to a failure, resulting in lost revenue. Which of the following would have BEST help to prevent this occurrence?
A. Improvements to incident identification methods
B. More effective disaster recovery plan (DRP) testing
C. Validation of senior management's risk tolerance
D. Updates to the business impact analysis (BIA)
Answer: A
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