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Databricks Databricks-Certified-Data-Analyst-Associate
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NEW QUESTION: 1
会社には、15分ごとに更新される天気予報を生成するアプリケーションがあります。この天気予報は、サイズが約20バイト(予測ごとに20ギガバイト)の10億の一意の位置の出力解像度で更新されます。 1時間ごとに、予測データは約500万回(1秒あたり1,400リクエスト)、天気イベント中は最大10倍までグローバルにアクセスされます。予測データは更新ごとに上書きされます。現在の天気予報アプリケーションのユーザーは、クエリに対する応答がリクエストごとに2秒以内に返されることを期待しています。
必要な要求率と応答時間を満たす設計はどれですか?
A. 予測場所をAmazon S3に個別のオブジェクトとして保存します。 EC2インスタンスのAuto ScalingフリートのElastic Load BalancingグループをターゲットとするAmazon CloudFrontディストリビューションを作成し、S3オブジェクトのオリジンをクエリします。キャッシュ制御タイムアウトを15分間に設定します
3CloudFrontディストリビューション。
B. Amazon EFSボリュームに予測ロケーションを保存します。 Amazon EFSボリュームをマウントしたAmazon EC2インスタンスのAuto ScalingフリートのElastic Load BalancingグループをターゲットとするAmazon CloudFrontディストリビューションを作成します。 CloudFrontディストリビューションで、設定されたキャッシュ制御タイムアウトを15分間に設定します。
C. 予測場所をAmazon ESクラスターに保存します。クエリに応答するAWS Lambda関数をオリジンとして、API GatewayエンドポイントをターゲットとするAmazon CloudFrontディストリビューションを使用します。 15分間エッジロケーションでデータをローカルにキャッシュするAmazon Lambda @ Edge関数を作成します。
D. Amazon ESクラスターに予測ロケーションを保存します。クエリに応答するAWS Lambda関数をオリジンとして、Amazon API GatewayエンドポイントをターゲットとするAmazon CloudFrontディストリビューションを使用します。
キャッシュ制御タイムアウトを15分間に設定して、API GatewayステージでAPIキャッシュを有効にします。
Answer: A
Explanation:
Amazon EC2, Elastic Load Balancing, Amazon S3 buckets configured as website endpoints, or your own web server (HTTP). These are the only origin that you can define for CloudFront.
EFS also has lower limits then S3 which make it less suitable for this case which may have 14k request per second.
You can control how long your files stay in a CloudFront cache before CloudFront forwards another request to your origin. Reducing the duration allows you to serve dynamic content.
Increasing the duration means your users get better performance because your files are more likely to be served directly from the edge cache. A longer duration also reduces the load on your origin.
To change the cache duration for an individual file, you can configure your origin to add a Cache- Control max-age or Cache-Control s-maxage directive, or an Expires header field to the file.
NEW QUESTION: 2
What is the minimum number of fabric modules that should be installed in the Cisco Ne*js
7000 chassis for N 1 redundancy using Ml-Series line card?
A. 0
B. 1
C. 2
D. 3
Answer: C
NEW QUESTION: 3
Which statement is TRUE about integration between IBM Business Analytics Performance Management solutions and ERP platforms?
A. IBM Cognos PM products work well with any ERP environment
B. Vendor consolidation leads to better integration.
C. BI and PM solutions offered by ERP vendors support all ERP environments equally.
D. Using the same vendor for PM and ERP process results in a lower total cost of ownership.
Answer: B
NEW QUESTION: 4
Overview
Application Overview
Contoso, Ltd., is the developer of an enterprise resource planning (ERP) application.
Contoso is designing a new version of the ERP application. The previous version of the ERP application used SQL Server 2008 R2.
The new version will use SQL Server 2014.
The ERP application relies on an import process to load supplier data. The import process updates thousands of rows simultaneously, requires exclusive access to the database, and runs daily.
You receive several support calls reporting unexpected behavior in the ERP application. After analyzing the calls, you conclude that users made changes directly to the tables in the database.
Tables
The current database schema contains a table named OrderDetails.
The OrderDetails table contains information about the items sold for each purchase order. OrderDetails stores the product ID, quantities, and discounts applied to each product in a purchase order.
The product price is stored in a table named Products. The Products table was defined by using the SQL_Latin1_General_CP1_CI_AS collation.
A column named ProductName was created by using the varchar data type. The database contains a table named Orders.
Orders contains all of the purchase orders from the last 12 months. Purchase orders that are older than 12 months are stored in a table named OrdersOld.
The previous version of the ERP application relied on table-level security.
Stored Procedures
The current version of the database contains stored procedures that change two tables. The following shows the relevant portions of the two stored procedures:
Customer Problems
Installation Issues
The current version of the ERP application requires that several SQL Server logins be set up to function correctly. Most customers set up the ERP application in multiple locations and must create logins multiple times.
Index Fragmentation Issues
Customers discover that clustered indexes often are fragmented. To resolve this issue, the customers defragment the indexes more frequently. All of the tables affected by fragmentation have the following columns that are used as the clustered index key:
Backup Issues
Customers who have large amounts of historical purchase order data report that backup time is unacceptable.
Search Issues
Users report that when they search product names, the search results exclude product names that contain accents, unless the search string includes the accent.
Missing Data Issues
Customers report that when they make a price change in the Products table, they cannot retrieve the price that the item was sold for in previous orders.
Query Performance Issues
Customers report that query performance degrades very quickly. Additionally, the customers report that users cannot run queries when SQL Server runs maintenance tasks. Import Issues During the monthly import process, database administrators receive many supports call from users who report that they cannot access the supplier data. The database administrators want to reduce the amount of time required to import the data.
Design Requirements
File Storage Requirements
The ERP database stores scanned documents that are larger than 2 MB. These files must only be accessed through the ERP application. File access must have the best possible read and write performance.
Data Recovery Requirements
If the import process fails, the database must be returned to its prior state immediately.
Security Requirements
You must provide users with the ability to execute functions within the ERP application, without having direct access to the underlying tables.
Concurrency Requirements
You must reduce the likelihood of deadlocks occurring when Sales.Prod and Sales.Proc2 execute.
You need to recommend a solution that meets the data recovery requirement. What should you include in the recommendation?
A. Snapshot isolation
B. A differential backup
C. A transaction log backup
D. A database snapshot
Answer: D
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