Newest Valid Data-Engineer-Associate Exam Answers–100% Pass-Sure Exam AWS Certified Data Engineer - Associate (DEA-C01) Simulator Free

DOWNLOAD the newest BraindumpsPass Data-Engineer-Associate PDF dumps from Cloud Storage for free: https://drive.google.com/open?id=1-vp53tWwWUtbjPrSGO7fD4GCHq6zGSed

For candidates who are going to buy Data-Engineer-Associate exam dumps online, the safety for the website is quite important. If you choose us, we will provide you with a clean and safe online shopping environment. We have professional technicians to check the website at times, therefore the website safety can be guaranteed. In addition, Data-Engineer-Associate Exam Materials of us contain both questions and answers, and you can have a quickly check after practicing. We have online and offline chat service for Data-Engineer-Associate training materials. If you have any questions, you can contact with us, and we will give you reply as soon as possible.

Facing the incoming Data-Engineer-Associate exam, you may feel stained and anxious, suspicious whether you could pass the exam smoothly and successfully. Actually, you must not impoverish your ambition. Our suggestions are never boggle at difficulties. It is your right time to make your mark. Preparation of exam without effective materials is just like a soldier without gun. You will be feeling be counteracted the effect of tension for our Data-Engineer-Associate practice dumps can relieve you of the anxious feelings.

>> Valid Data-Engineer-Associate Exam Answers <<

Exam Amazon Data-Engineer-Associate Simulator Free, Latest Data-Engineer-Associate Real Test

Data-Engineer-Associate study materials like a mini boot camp, you'll be prepared for Data-Engineer-Associate test and guaranteed you to get the certificate you have been struggling to. The product here of AWS Certified Data Engineer test, is cheaper, better and higher quality; you can learn Data-Engineer-Associate skills and theory at your own pace; you will save more time and energy. No other Data-Engineer-Associate Study Materials or study dumps will bring you the knowledge and preparation that you will get from the Data-Engineer-Associate study materials available only from BraindumpsPass. Not only will you be able to pass any Data-Engineer-Associate test, but will gets higher score, if you choose our Data-Engineer-Associate study materials.

Amazon AWS Certified Data Engineer - Associate (DEA-C01) Sample Questions (Q98-Q103):

NEW QUESTION # 98
A data engineer must manage the ingestion of real-time streaming data into AWS. The data engineer wants to perform real-time analytics on the incoming streaming data by using time-based aggregations over a window of up to 30 minutes. The data engineer needs a solution that is highly fault tolerant.
Which solution will meet these requirements with the LEAST operational overhead?

A. Use an AWS Lambda function that includes both the business and the analytics logic to perform time-based aggregations over a window of up to 30 minutes for the data in Amazon Kinesis Data Streams.
B. Use an AWS Lambda function that includes both the business and the analytics logic to perform aggregations for a tumbling window of up to 30 minutes, based on the event timestamp.
C. Use Amazon Managed Service for Apache Flink (previously known as Amazon Kinesis Data Analytics) to analyze the data by using multiple types of aggregations to perform time-based analytics over a window of up to 30 minutes.
D. Use Amazon Managed Service for Apache Flink (previously known as Amazon Kinesis Data Analytics) to analyze the data that might occasionally contain duplicates by using multiple types of aggregations.

Answer: A

Explanation:
This solution meets the requirements of managing the ingestion of real-time streaming data into AWS and performing real-time analytics on the incoming streaming data with the least operational overhead. Amazon Managed Service for Apache Flink is a fully managed service that allows you to run Apache Flink applications without having to manage any infrastructure or clusters. Apache Flink is a framework for stateful stream processing that supports various types of aggregations, such as tumbling, sliding, and session windows, over streaming data. By using Amazon Managed Service for Apache Flink, you can easily connect to Amazon Kinesis Data Streams as the source and sink of your streaming data, and perform time-based analytics over a window of up to 30 minutes. This solution is also highly fault tolerant, as Amazon Managed Service for Apache Flink automatically scales, monitors, and restarts your Flink applications in case of failures.
References:
Amazon Managed Service for Apache Flink
Apache Flink
Window Aggregations in Flink

NEW QUESTION # 99
A financial company recently added more features to its mobile app. The new features required the company to create a new topic in an existing Amazon Managed Streaming for Apache Kafka (Amazon MSK) cluster.
A few days after the company added the new topic, Amazon CloudWatch raised an alarm on the RootDiskUsed metric for the MSK cluster.
How should the company address the CloudWatch alarm?

A. Update the MSK broker instance to a larger instance type. Restart the MSK cluster.
B. Expand the storage of the Apache ZooKeeper nodes.
C. Expand the storage of the MSK broker. Configure the MSK cluster storage to expand automatically.
D. Specify the Target-Volume-in-GiB parameter for the existing topic.

Answer: C

Explanation:
The RootDiskUsed metric for the MSK cluster indicates that the storage on the broker is reaching its capacity. The best solution is to expand the storage of the MSK broker and enable automatic storage expansion to prevent future alarms.
Expand MSK Broker Storage:
AWS Managed Streaming for Apache Kafka (MSK) allows you to expand the broker storage to accommodate growing data volumes. Additionally, auto-expansion of storage can be configured to ensure that storage grows automatically as the data increases.
Reference:
Alternatives Considered:
B (Expand Zookeeper storage): Zookeeper is responsible for managing Kafka metadata and not for storing data, so increasing Zookeeper storage won't resolve the root disk issue.
C (Update instance type): Changing the instance type would increase computational resources but not directly address the storage problem.
D (Target-Volume-in-GiB): This parameter is irrelevant for the existing topic and will not solve the storage issue.
Amazon MSK Storage Auto Scaling

NEW QUESTION # 100
Two developers are working on separate application releases. The developers have created feature branches named Branch A and Branch B by using a GitHub repository's master branch as the source.
The developer for Branch A deployed code to the production system. The code for Branch B will merge into a master branch in the following week's scheduled application release.
Which command should the developer for Branch B run before the developer raises a pull request to the master branch?

A. git fetch -b master
B. git rebase master
C. git pull master
D. git diff branchB master
git commit -m <message>

Answer: B

Explanation:
To ensure that Branch B is up to date with the latest changes in the master branch before submitting a pull request, the correct approach is to perform a git rebase. This command rewrites the commit history so that Branch B will be based on the latest changes in the master branch.
git rebase master:
This command moves the commits of Branch B to be based on top of the latest state of the master branch. It allows the developer to resolve any conflicts and create a clean history.
Reference:
Alternatives Considered:
A (git diff): This will only show differences between Branch B and master but won't resolve conflicts or bring Branch B up to date.
B (git pull master): Pulling the master branch directly does not offer the same clean history management as rebase.
D (git fetch -b): This is an incorrect command.
Git Rebase Best Practices

NEW QUESTION # 101
A data engineer needs to use AWS Step Functions to design an orchestration workflow. The workflow must parallel process a large collection of data files and apply a specific transformation to each file.
Which Step Functions state should the data engineer use to meet these requirements?

A. Wait state
B. Choice state
C. Map state
D. Parallel state

Answer: C

Explanation:
Option C is the correct answer because the Map state is designed to process a collection of data in parallel by applying the same transformation to each element. The Map state can invoke a nested workflow for each element, which can be another state machine or a Lambda function. The Map state will wait until all the parallel executions are completed before moving to the next state.
Option A is incorrect because the Parallel state is used to execute multiple branches of logic concurrently, not to process a collection of data. The Parallel state can have different branches with different logic and states, whereas the Map state has only one branch that is applied to each element of the collection.
Option B is incorrect because the Choice state is used to make decisions based on a comparison of a value to a set of rules. The Choice state does not process any data or invoke any nested workflows.
Option D is incorrect because the Wait state is used to delay the state machine from continuing for a specified time. The Wait state does not process any data or invoke any nested workflows.
References:
* AWS Certified Data Engineer - Associate DEA-C01 Complete Study Guide, Chapter 5: Data Orchestration, Section 5.3: AWS Step Functions, Pages 131-132
* Building Batch Data Analytics Solutions on AWS, Module 5: Data Orchestration, Lesson 5.2: AWS Step Functions, Pages 9-10
* AWS Documentation Overview, AWS Step Functions Developer Guide, Step Functions Concepts, State Types, Map State, Pages 1-3

NEW QUESTION # 102
A company saves customer data to an Amazon S3 bucket. The company uses server-side encryption with AWS KMS keys (SSE-KMS) to encrypt the bucket. The dataset includes personally identifiable information (PII) such as social security numbers and account details.
Data that is tagged as PII must be masked before the company uses customer data for analysis. Some users must have secure access to the PII data during the preprocessing phase. The company needs a low-maintenance solution to mask and secure the PII data throughout the entire engineering pipeline.
Which combination of solutions will meet these requirements? (Select TWO.)

A. Use AWS Glue DataBrew to perform extract, transform, and load (ETL) tasks that mask the PII data before analysis.
B. Use Amazon GuardDuty to monitor access patterns for the PII data that is used in the engineering pipeline.
C. Configure an Amazon Made discovery job for the S3 bucket.
D. Write custom scripts in an application to mask the PII data and to control access.
E. Use AWS Identity and Access Management (IAM) to manage permissions and to control access to the PII data.

Answer: A,E

Explanation:
To address the requirement of masking PII data and ensuring secure access throughout the data pipeline, the combination of AWS Glue DataBrew and IAM provides a low-maintenance solution.
A . AWS Glue DataBrew for Masking:
AWS Glue DataBrew provides a visual tool to perform data transformations, including masking PII data. It allows for easy configuration of data transformation tasks without requiring manual coding, making it ideal for this use case.
Reference:
D . AWS Identity and Access Management (IAM):
Using IAM policies allows fine-grained control over access to PII data, ensuring that only authorized users can view or process sensitive data during the pipeline stages.
Alternatives Considered:
B (Amazon GuardDuty): GuardDuty is for threat detection and does not handle data masking or access control for PII.
C (Amazon Macie): Macie can help discover sensitive data but does not handle the masking of PII or access control.
E (Custom scripts): Custom scripting increases the operational burden compared to a built-in solution like DataBrew.
AWS Glue DataBrew for Data Masking
IAM Policies for PII Access Control

NEW QUESTION # 103
......

About the oncoming Data-Engineer-Associate exam, every exam candidates are wishing to utilize all intellectual and technical skills to solve the obstacles ahead of them to go as well as it possibly could. So the pending exam causes a panic among the exam candidates. The Data-Engineer-Associate exam prepare of our website is completed by experts who has a good understanding of real exams and have many years of experience writing Data-Engineer-Associate Study Materials. They know very well what candidates really need most when they prepare for the exam. They also understand the real exam situation very well. So they compiled Data-Engineer-Associate exam prepare that they hope to do their utmost to help candidates pass the exam and get what job they want.

Exam Data-Engineer-Associate Simulator Free: https://www.braindumpspass.com/Amazon/Data-Engineer-Associate-practice-exam-dumps.html

On the one hand, our Data-Engineer-Associate best questions cooperate with some of the most authoritative payment platform in the international arena, which highly guarantees that the customers will not have any risks concerning the payment, Amazon Valid Data-Engineer-Associate Exam Answers And these notes will make it easier for you to absorb the testing centers, Our website will be first time to provide you the latest Data-Engineer-Associate exam braindumps and valid test answers to let you be fully prepared to pass Data-Engineer-Associate valid test with 100% guaranteed.

The variables `newX` and `newY` will hold the screen coordinates Data-Engineer-Associate Latest Test Preparation for a point, and the variables `startX` and `startY` will hold the screen coordinates for the first point in the triangle.

In this chapter, I'll give you one recipe for a simple way to back up your photos, On the one hand, our Data-Engineer-Associate best questions cooperate with some of the most authoritative payment platform in the international Valid Data-Engineer-Associate Exam Answers arena, which highly guarantees that the customers will not have any risks concerning the payment.

Amazon Data-Engineer-Associate Exam | Valid Data-Engineer-Associate Exam Answers - Ensure you Pass Data-Engineer-Associate: AWS Certified Data Engineer - Associate (DEA-C01) Exam

And these notes will make it easier for you Data-Engineer-Associate to absorb the testing centers, Our website will be first time to provide you the latest Data-Engineer-Associate exam braindumps and valid test answers to let you be fully prepared to pass Data-Engineer-Associate valid test with 100% guaranteed.

But there are ways for passing Data-Engineer-Associate actual test with ease, Data-Engineer-Associate exam dumps & Data-Engineer-Associate training test are the best choice for you, As one of the most considerate and respectable company on the market venerated by competitors and exam candidates, we have written three versions of Data-Engineer-Associate practice materials up to now with numerous advantages.

P.S. Free & New Data-Engineer-Associate dumps are available on Google Drive shared by BraindumpsPass: https://drive.google.com/open?id=1-vp53tWwWUtbjPrSGO7fD4GCHq6zGSed

Josh Black Josh Black

Biography

Newest Valid Data-Engineer-Associate Exam Answers–100% Pass-Sure Exam AWS Certified Data Engineer - Associate (DEA-C01) Simulator Free

Exam Amazon Data-Engineer-Associate Simulator Free, Latest Data-Engineer-Associate Real Test

Amazon AWS Certified Data Engineer - Associate (DEA-C01) Sample Questions (Q98-Q103):

Amazon Data-Engineer-Associate Exam | Valid Data-Engineer-Associate Exam Answers - Ensure you Pass Data-Engineer-Associate: AWS Certified Data Engineer - Associate (DEA-C01) Exam

Contact us

Quick Links

Courses

Developed by