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- Exam Code: C1000-172
- Exam Name: IBM Cloud Professional Architect v6
- Version: V12.35
- Q & A: 70 Questions and Answers
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NEW QUESTION: 1
Overview:
Relecloud is a social media company that processes hundreds of millions of social media posts per day and sells advertisements to several hundred companies.
Relecloud has a Microsoft SQL Server database named DB1 that stores information about the advertisers.
DB1 is hosted on a Microsoft Azure virtual machine.
Relecloud has two main offices. The offices are located in San Francisco and New York City.
The offices connect to each other by using a site-to-site VPN. Each office connects directly to the Internet.
Relecloud modifies the pricing of its advertisements based on trending topics. Topics are considered to be trending if they generate many mentions in a specific country during a 15-minute time frame. The highest trending topics generate the highest advertising revenue.
Relecloud wants to deliver reports to the advertisers by using Microsoft Power BI. The reports will provide real-time data on trending topics, current advertising rates, and advertising costs for a given month.
Relecloud will analyze the trending topics data, and then store the data in a new data warehouse for ad- hoc analysis. The data warehouse is expected to grow at a rate of 1 GB per hour or 8.7 terabytes (TB) per year. The data will be retained for five years for the purpose of long-term trending.
Requirements:
Management at Relecloud must be able to view which topics are trending to adjust advertising rates in near real-time.
Relecloud plans to implement a new streaming analytics platform that will report on trending topics.
Relecloud plans to implement a data warehouse named DB2.
Relecloud identifies the following technical requirements:
Social media data must be analyzed to identify trending topics in real-time.
The use of Infrastructure as a Service (IaaS) platforms must minimized, whenever possible.
The real-time solution used to analyze the social media data must support scaling up and down without
service interruption.
Relecloud identifies the following technical requirements for the advertisers:
The advertisers must be able to see only their own data in the Power BI reports.
The advertisers must authenticate to Power BI by using Azure Active Directory (Azure AD) credentials.
The advertisers must be able to leverage existing Transact-SQL language knowledge when developing
the real-time streaming solution.
Members of the internal advertising sales team at Relecloud must be able to see only the sales date of
the advertisers to which they are assigned.
The internal Relecloud advertising sales team must be prevented from inserting, updating, and deleting
rows for the advertisers to which they are not assigned.
The internal Relecloud advertising sales team must be able to use a text file to update the list of
advertisers, and then to upload the file to Azure Blob storage.
Relecloud identifies the following requirements for DB1:
Data generated by the streaming analytics platform must be stored in DB1.
The user names of the advertisers must be mapped to CustomerID in a table named Table2.
The advertisers in DB1 must be stored in a table named Table1 and must be refreshed nightly.
The user names of the employees at Relecloud must be mapped to EmployeeID in a table named
Table3.
Relecloud identifies the following requirements for DB2:
DB2 must have minimal storage costs.
DB2 must run load processes in parallel.
DB2 must support massive parallel processing.
DB2 must be able to store more than 40 TB of data.
DB2 must support scaling up and down, as required.
Data from DB1 must be archived in DB2 for long-term storage.
All of the reports that are executed from DB2 must use aggregation.
Users must be able to pause DB2 when the data warehouse is not in use.
Users must be able to view previous versions of the data in DB2 by using aggregates.
Relecloud identifies the following requirements for extract, transformation, and load (ETL):
Data movement between DB1 and DB2 must occur each hour.
An email alert must be generated when a failure of any type occurs during ETL processing.
Sample code and data:
You execute the following code for a table named rls_table1.
You use the following code to create Table1.
The following is a sample of the streaming data.
You need to design the data load process from DB1 to DB2.
Which data import technique should you use in the design?
A. PolyBase
B. SQL Server Integration Services (SSIS)
C. the Bulk Copy Program (BCP)
D. the BULK INSERT statement
Answer: B
Explanation:
Explanation/Reference:
Explanation:
Scenario: Data from DB1 must be archived in DB2 for long-term storage.
Data movement between DB1 and DB2 must occur each hour. An email alert must be generated when a failure of any type occurs during ETL processing.
Note: Microsoft Integration Services is a platform for building enterprise-level data integration and data transformations solutions. Use Integration Services to solve complex business problems by copying or downloading files, loading data warehouses, cleansing and mining data, and managing SQL Server objects and data.
Integration Services can extract and transform data from a wide variety of sources such as XML data files, flat files, and relational data sources, and then load the data into one or more destinations.
References:
https://docs.microsoft.com/en-us/sql/integration-services/sql-server-integration-services
NEW QUESTION: 2
An organization is embarking on the deployment of a new digital solution that will revolutionize purchasing services The project manager has created all the necessary plans and activities to ensure a successful integration and solution launch There is a risk of a partner's system being unavailable which could impact the project negatively What key activity is needed to ensure the project's success?
A. Communicate to the project stakeholders that full integration may not be possible and that the project will potentially be delayed as a result.
B. Continuously monitor the risk of the partner system's unavailability, and put the proper resolution plans in place in case the risk materializes into an actual issue
C. Eliminate the risk by mandating the partner to change the system settings to facilitate an easier integration with the new solution
D. Mitigate the risk by developing alternative plans to make the solution ready and available without full integration capabilities
Answer: B
NEW QUESTION: 3
ビジュアライゼーションのタイプを適切な説明に一致させます。
答えるには、適切な視覚化タイプを左側の列から右側の説明にドラッグします。
各視覚化タイプは、1回使用することも、複数回使用することも、まったく使用しないこともできます。
注:正しい一致はそれぞれ1ポイントの価値があります。
Answer:
Explanation:
Explanation
Box 1: Tree map
Treemaps are charts of colored rectangles, with size representing value. They can be hierarchical, with rectangles nested within the main rectangles.
Box 2: Key influencer
A key influencer chart displays the major contributors to a selected result or value.
Box 3: Scatter
Scatter and Bubble charts display relationships between 2 (scatter) or 3 (bubble) quantitative measures -- whether or not, in which order, etc.
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