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NEW QUESTION: 1
A data engineer in a manufacturing company is designing a data processing platform that receives a large volume of unstructured data. The data engineer must populate a well- structured star schema in Amazon Redshift.
What is the most efficient architecture strategy for this purpose?
A. Normalize the data using an AWS Marketplace ETL tool persist the result to Amazon S3 and use AWS Lambda to INSERT the data into Redshift.
B. Transform the unstructured data using Amazon EMR and generate CSV data. COPY data into the analysis schema within Redshift.
C. When the data is saved to Amazon S3. Use S3 Event Notifications and AWS Lambda to transform the file content. Insert the data into the analysis schema on Redshift.
D. Load the unstructured data into Redshift, and use string paring functions to extract structured data for inserting into the analysis schema.
Answer: B

NEW QUESTION: 2
Given that Triangle implements Runnable, and:

Which two statements, inserted independently at both lines 35 and 41, tend to allow both threads to temporarily pause and allow the other thread to execute? (Choose two.)
A. Thread.yield();
B. Thread.wait();
C. Thread.sleep(1);
D. Thread.notify();
E. Thread.join();
Answer: A,C

NEW QUESTION: 3
会社には、次のアーキテクチャを持つAmazon EC2デプロイメントがあります。
* 8つのm4.xlargeインスタンスを含むアプリケーション層
*クラシックロードバランサー
*永続データストアとしてのAmazon S3
EC2インスタンスの1つが失敗した後、ユーザーはリクエストの処理が非常に遅いと報告しています。ソリューションアーキテクトは、システムの信頼性を最大化するために設計変更を推奨する必要があります。ソリューションはコストを最小限に抑える必要があります。
ソリューションアーキテクトは何を推奨すべきですか？
A. AWS Lambda関数を使用して、既存のEC2インスタンスをサーバーレスデプロイメントに移行します
B. アプリケーション層を4つのm4.2xlargeインスタンスに置き換えます
C. アプリケーション層をAuto Scalingグループのm4.largeインスタンスに置き換えます
D. クラシックロードバランサーをアプリケーションロードバランサーに変更する
Answer: D
Explanation:
By default, connection draining is enabled for Application Load Balancers but must be enabled for Classic Load Balancers. When Connection Draining is enabled and configured, the process of deregistering an instance from an Elastic Load Balancer gains an additional step. For the duration of the configured timeout, the load balancer will allow existing, in-flight requests made to an instance to complete, but it will not send any new requests to the instance. During this time, the API will report the status of the instance as InService, along with a message stating that "Instance deregistration currently in progress." Once the timeout is reached, any remaining connections will be forcibly closed. https://docs.aws.amazon.com/autoscaling/ec2/userguide/attach-load-balancer-asg.html https://aws.amazon.com/blogs/aws/elb-connection-draining-remove-instances-from-service-with-care/