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PCAD-31-02 real exams

Exam Code: PCAD-31-02

Exam Name: Python Institute Certified Associate Data Analyst with Python (PCAD-31-02)

Version: V13.25

Q & A: 72 Questions and Answers

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NEW QUESTION: 1
A company needs to ingest terabytes of data each hour from thousands of sources that are delivered almost continually throughout the day. The volume of messages generated varies over the course of the day. Messages must be delivered in real time for fraud detection and live operational dashboards.
Which approach will meet these requirements?
A. Send the messages to an Amazon SQS queue, then process the messages by using a fleet of Amazon EC2 instances
B. Use the Amazon S3 API to write messages to an S3 bucket, then process the messages by using Amazon Redshift
C. Use Amazon Kinesis Data Streams with Kinesis Client Library to ingest and deliver messages
D. Use AWS Data Pipeline to automate the movement and transformation of data
Answer: C

NEW QUESTION: 2

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

NEW QUESTION: 3
When should a JPA entity implement the Serializable interface?
A. when JPA entities are used as parameters or return values by the remote EJB operations
B. always, because JPA entities are required to implement the Serializable interface
C. when JPA entities are used in the EJB Full container
D. when JPA entities are used outside of the EJB Lite container
Answer: A

NEW QUESTION: 4
エンジニアリングチームがNode.js電子商取引アプリケーションを管理します。現在の環境は、次のコンポーネントで構成されています。
*コンテンツを保存するためのAmazon S3バケット
*フロントエンドWebサーバー用のAmazon EC2
*画像処理を実行するためのAWS Lambda
*セッション関連データを保存するためのAmazon DynamoDB
チームは、サイトへのトラフィックの大幅な増加を期待しています。アプリケーションは、中断することなく追加の負荷を処理する必要があります。チームは新しいサーバーをEC2フロントエンドに追加して最初のテストを実行し、より大きな負荷を処理しましたが、インスタンスが完全に構成されるまでに最大20分かかりました。チームは、この構成時間を短縮したいと考えています。
予想される需要の増加に対応しながら、ソリューションをMOSTのレジリエントで可用性の高いものにするために、エンジニアリングチームが実装する必要がある変更は何ですか?
A. 一連のEC2インスタンスをデプロイし、現在の容量を2倍にして、それらをApplication Load Balancerの背後に配置します。 Amazon DynamoDBの読み取りおよび書き込みキャパシティーユニットを増やします。 Application Load Balancerエンドポイントを含むエイリアスレコードを、アプリケーションを指す既存のAmazon Route 53 DNSレコードに追加します。
B. すべてのWebコンポーネントを含むカスタムAMIでAWS Elastic Beanstalkを使用します。複数のアベイラビリティーゾーンにわたるApplication Load Balancerの背後にあるAuto Scalingグループを使用して、プラットフォームを展開します。
Amazon DynamoDB Auto Scalingを実装します。 Amazon Route 53を使用して、アプリケーションDNSレコードがElastic Beanstalkロードバランサーを指すようにします。
C. Amazon CloudFrontを設定し、WebアプリケーションをホストするためにAmazon S3を起点とします。
Amazon DynamoDB Auto Scalingを実装します。 Amazon Route 53を使用して、アプリケーションDNSレコードがCloudFront DNS名を指すようにします。
D. AWS OpsWorksを使用して、新しいEC2インスタンスが起動されるたびに自動的に設定します。複数のアベイラビリティーゾーンにわたるApplication Load Balancerの背後にあるAuto Scalingグループを使用して、EC2インスタンスを構成します。 Amazon DynamoDB Auto Scalingを実装します。 Amazon Route 53を使用して、アプリケーションDNSレコードがApplication Load Balancerを指すようにします。
Answer: B

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