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Exam Code: Data-Engineer-Associate
Exam Name: AWS Certified Data Engineer - Associate (DEA-C01)
Vendor: Amazon

60 Questions & Answers
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NEW QUESTION: 1
どのような条件は、エーテルチャネルの構成期間に一致したか。
A. Trunk allow vlan
B. Spanning tree port priority
C. Trunk mode
D. Spanning tree cost
E. Interface Description
Answer: A,C

NEW QUESTION: 2
Flowlogistic is rolling out their real-time inventory tracking system. The tracking devices will all send package-tracking messages, which will now go to a single Google Cloud Pub/Sub topic instead of the Apache Kafka cluster. A subscriber application will then process the messages for real-time reporting and store them in Google BigQuery for historical analysis. You want to ensure the package data can be analyzed over time.
Which approach should you take?
A. Use the NOW () function in BigQuery to record the event's time.
B. Attach the timestamp and Package ID on the outbound message from each publisher device as they are sent to Clod Pub/Sub.
C. Attach the timestamp on each message in the Cloud Pub/Sub subscriber application as they are received.
D. Use the automatically generated timestamp from Cloud Pub/Sub to order the data.
Answer: B
Explanation:
Topic 2, MJTelco Case Study
Company Overview
MJTelco is a startup that plans to build networks in rapidly growing, underserved markets around the world.
The company has patents for innovative optical communications hardware. Based on these patents, they can create many reliable, high-speed backbone links with inexpensive hardware.
Company Background
Founded by experienced telecom executives, MJTelco uses technologies originally developed to overcome communications challenges in space. Fundamental to their operation, they need to create a distributed data infrastructure that drives real-time analysis and incorporates machine learning to continuously optimize their topologies. Because their hardware is inexpensive, they plan to overdeploy the network allowing them to account for the impact of dynamic regional politics on location availability and cost.
Their management and operations teams are situated all around the globe creating many-to-many relationship between data consumers and provides in their system. After careful consideration, they decided public cloud is the perfect environment to support their needs.
Solution Concept
MJTelco is running a successful proof-of-concept (PoC) project in its labs. They have two primary needs:
* Scale and harden their PoC to support significantly more data flows generated when they ramp to more than 50,000 installations.
* Refine their machine-learning cycles to verify and improve the dynamic models they use to control topology definition.
MJTelco will also use three separate operating environments - development/test, staging, and production - to meet the needs of running experiments, deploying new features, and serving production customers.
Business Requirements
* Scale up their production environment with minimal cost, instantiating resources when and where needed in an unpredictable, distributed telecom user community.
* Ensure security of their proprietary data to protect their leading-edge machine learning and analysis.
* Provide reliable and timely access to data for analysis from distributed research workers
* Maintain isolated environments that support rapid iteration of their machine-learning models without affecting their customers.
Technical Requirements
Ensure secure and efficient transport and storage of telemetry data
Rapidly scale instances to support between 10,000 and 100,000 data providers with multiple flows each.
Allow analysis and presentation against data tables tracking up to 2 years of data storing approximately 100m records/day Support rapid iteration of monitoring infrastructure focused on awareness of data pipeline problems both in telemetry flows and in production learning cycles.
CEO Statement
Our business model relies on our patents, analytics and dynamic machine learning. Our inexpensive hardware is organized to be highly reliable, which gives us cost advantages. We need to quickly stabilize our large distributed data pipelines to meet our reliability and capacity commitments.
CTO Statement
Our public cloud services must operate as advertised. We need resources that scale and keep our data secure.
We also need environments in which our data scientists can carefully study and quickly adapt our models.
Because we rely on automation to process our data, we also need our development and test environments to work as we iterate.
CFO Statement
The project is too large for us to maintain the hardware and software required for the data and analysis. Also, we cannot afford to staff an operations team to monitor so many data feeds, so we will rely on automation and infrastructure. Google Cloud's machine learning will allow our quantitative researchers to work on our high-value problems instead of problems with our data pipelines.

NEW QUESTION: 3
You work as the developer in an IT company. Recently your company has a big customer. The customer is a large international compay. You're appointed to provide technical support for the customer. Now according to the customer requirement, you create a Web Form that contains a TreeView control. Users are allowed to navigate within the Marketing section of your Web site by using the TreeView control. The following XML defines the site map for your site.
<siteMapNode url="~\default.aspx" title="Home"
description="Site Home Page">
<siteMapNode url="Sales.aspx" title="Sales"
description="Sales Home"> <siteMapNode url="SalesWest.aspx" title="West Region" description="Sales for the West Region" /> <siteMapNode url="SalesEast.aspx" titlbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbe="East Region" description="Sales for the East Region" />
</siteMapNode>
<siteMapNode url="Marketing.aspx" title="Marketing"
description="Marketing Home">
<siteMapNode url="MarketNational.aspx" title="National Campaign" description="National marketing campaign" /> <siteMapNode url="MarketMidwest.aspx" title="Midwest Campaign" description="Midwest region marketing campaign" /> <siteMapNode url="MarketSouth.aspx" title="South Campaign" description="South region marketing campaign" /> </siteMapNode> </siteMapNode>
In order to make users be able to navigate only within the Marketing section, you have to bind the TreeView control to the site map data.
So what should you do? (choose more than one)
A. You should embed the site map XML within the AppSettings node of a Web.config file.
B. The StartingNodeUrl property of the SiteMapDataSource control should be set to ~/Marketing.aspx.
C. First you should add a SiteMapPath control to the Web Form and bind the TreeView control to it.
D. You should embed the site map XML within the SiteMap node of a Web.sitemap file.
E. First you should add a SiteMapDataSource control to the Web Form, then bind the TreeView control to it.
F. The SkipLinkText property of the SiteMapPath control should be set to Sales.
Answer: B,D,E

NEW QUESTION: 4
An application has been deployed on a clustered WebSphere Process Server environment using the Remote Messaging and Remote Support pattern. To handle asynchronous invocation problems, the store-and-forward capability is enabled for several applications. During the test phase one of the target services invoked by the application became unavailable. Which of the following statements is TRUE regarding recovery of events?
A. A single failed event has been generated by one of the cluster members when the target
service became unavailable. Resubmit all failed
events once the target service is available.
B. Multiple failed events might have been created by different cluster members. All failed events
must be resubmitted before the Store and
Forward widget in the Business Space is set to Forward mode.
C. No manual intervention is necessary. WebSphere Process Server will poll the target service
and once it is available, all remaining sequenced
events will be automatically processed.
D. No manual intervention is necessary. If the store-and-forward feature is activated on a single
cluster member due to a target service outage,
the remaining cluster members will take over and complete the invocation transactions.
Answer: B


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