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EMC D-DS-FN-23

Dell Data Scientist and Big Data Analytics Foundations 2023

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NEW QUESTION: 1
注:この質問は同じシナリオを使用する一連の質問の一部です。あなたの便宜のために、シナリオは各質問で繰り返されます。各質問はそれぞれ異なる目標と答えの選択を提示しますが、シナリオの本文はシリーズの各質問でまったく同じです。
繰り返しシナリオの開始
複数のクライアントアプリケーションをサポートするMicrosoft SQL Serverデータウェアハウスインスタンスがあります。
データウェアハウスには、Dimension.SalesTerritory、Dimension.Customer、Dimension.Date、Fact.Ticket、Fact.Orderの各テーブルがあります。 Dimension.SalesTerritoryテーブルとDimension.Customerテーブルは頻繁に更新されます。 Fact.Orderテーブルは毎週のレポート作成に最適化されていますが、会社はそれを毎日に変更したいと考えています。 FactOrderテーブルはETLプロセスを使用して読み込まれます。インデックスは時間の経過とともにテーブルに追加されましたが、これらのインデックスが存在するとデータのロードが遅くなります。
データウェアハウス内のすべてのデータは共有SANに保管されています。すべてのテーブルはDB1という名前のデータベースにあります。開発環境用の実動データのコピーを含む、DB2という名前の2番目のデータベースがあります。データウェアハウスは拡大し、ストレージのコストは増加しました。 1年を超えるデータはめったにアクセスされず、履歴と見なされます。
*データウェアハウスの管理性を向上させ、毎晩すべてのトランザクションデータを再作成する必要性を回避するためにテーブルパーティションを実装します。できるだけ細かいパーティション戦略を使用します。
*FactOrderテーブルを分割し、合計7年間のデータを保持します。
*Fact.Ticketテーブルを分割し、7年間のデータを保持します。毎月末に、パーティション構造はスライディングウィンドウ方式を適用して、次の月に新しいパーティションが使用可能になり、最も古い月のデータがアーカイブされて削除されるようにする必要があります。
*Dimension.SalesTerritory、Dimension.Customer、およびDimension.Dateテーブルのデータロードを最適化します。
*データベース内のすべてのテーブルを増分ロードし、すべての増分変更が確実に処理されるようにします。
*Fact.Orderパーティションのデータロード処理中のパフォーマンスを最大化します。
*履歴データをオンラインのままにしてクエリに使用できるようにします。
*現在のデータに対するクエリパフォーマンスを維持しながら、継続的なストレージコストを削減します。
クライアントアプリケーションを変更することは許可されていません。
繰り返しシナリオの終了
Dimension.SalesTerritory、Dimension.Customer、およびDimension.Dateテーブルのデータロードを最適化する必要があります。
各テーブルにどのテクノロジを使用する必要がありますか?
回答するには、回答領域で適切なテクノロジを選択してください。


Answer:
Explanation:

Explanation

Box 1: Temporal table
Box 2: Temporal table
Compared to CDC, Temporal tables are more efficient in storing historical data as it ignores insert actions.
Box 3: Change Data Capture (CDC)
By using change data capture, you can track changes that have occurred over time to your table. This kind of functionality is useful for applications, like a data warehouse load process that need to identify changes, so they can correctly apply updates to track historical changes over time.
CDC is good for maintaining slowly changing dimensions.
Scenario: Optimize data loading for the Dimension.SalesTerritory, Dimension.Customer, and Dimension.Date tables.
The Dimension.SalesTerritory and Dimension.Customer tables are frequently updated.
References:
https://www.mssqltips.com/sqlservertip/5212/sql-server-temporal-tables-vs-change-data-capture-vs-change-track
https://docs.microsoft.com/en-us/sql/relational-databases/tables/temporal-table-usage-scenarios?view=sql-server

NEW QUESTION: 2
Within Cascade Pilot, when packet capture (pcap) files have associated trending/indexing data the following are true (select 2)
A. They appear in the my-views main directory.
B. Additional pre-defined filters and watches are available.
C. Views that take advantage of the trending/indexing data load faster.
D. The file icon includes a colored-lightning bolt.
E. The file loads faster into Wireshark.
Answer: C,D

NEW QUESTION: 3
企業は、次のインセンティブのいずれのために、規制の枠組み基準を超えることを選択しますか?
A. 会社が顧客のプライバシー法に違反していないという社会的防衛を与えます。
B. 会社の法的弁護を改善します。
C. APTサイバーアクターを真剣に受け止めていることが投資家に証明されています
D. 全体的な産業安全基準が自主的に引き上げられます。
Answer: B

NEW QUESTION: 4
During the migration process in each of the upload sheets, a balancing entry is required to balance the batch. Which General Ledger should the balancing entry be posted to? (Choose the best answer.)
A. Suspense GL
B. Expense GL
C. Conversion GL
D. Dummy GL
Answer: A

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Dell Data Scientist and Big Data Analytics Foundations 2023

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    EMC D-DS-FN-23 (Dell Data Scientist and Big Data Analytics Foundations 2023)

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    Q&A Update On : January 3, 2019
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    EMC D-DS-FN-23 (Dell Data Scientist and Big Data Analytics Foundations 2023)

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    Q&A Update On : January 3, 2019
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