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Databricks Certified Professional Data Engineer Exam

  • Exam Number/Code : Databricks-Certified-Professional-Data-Engineer
  • Exam Name : Databricks Certified Professional Data Engineer Exam
  • Questions and Answers : 213 Q&As
  • Update Time: 2019-01-10
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NEW QUESTION: 1
You need to design the runtime environment for the Real Time Response system.
What should you recommend?
A. Memory Optimized Nodes without the Enterprise Security package
B. General Purpose nodes without the Enterprise Security package
C. Memory Optimized nodes with the Enterprise Security package
D. General Purpose nodes with the Enterprise Security package
Answer: A
Explanation:
Topic 1, Trey Research Case study
This is a case study. Case studies are not timed separately. You can use as much exam time as you would like to complete each case. However, there may be additional case studies and sections on this exam. You must manage your time to ensure that you are able to complete all questions included on this exam in the time provided.
To answer the questions included in a case study, you will need to reference information that is provided in the case study. Case studies might contain exhibits and other resources that provide more information about the scenario that is described in the case study. Each question is independent of the other question on this case study.
At the end of this case study, a review screen will appear. This screen allows you to review your answers and to make changes before you move to the next sections of the exam. After you begin a new section, you cannot return to this section.
To start the case study
To display the first question on this case study, click the button. Use the buttons in the left pane to explore the content of the case study before you answer the questions. Clicking these buttons displays information such as business requirements, existing environment, and problem statements. If the case study has an All Information tab, note that the information displayed is identical to the information displayed on the subsequent tabs. When you are ready to answer a question, click the button to return to the question.
Background
Trey Research is a technology innovator. The company partners with regional transportation department office to build solutions that improve traffic flow and safety.
The company is developing the following solutions:

Regional transportation departments installed traffic sensor systems on major highways across North America.
Sensors record the following information each time a vehicle passes in front of a sensor:
* Time
* Location in latitude and longitude
* Speed in kilometers per second (kmps)
* License plate number
* Length of vehicle in meters
Sensors provide data by using the following structure:

Traffic sensors will occasionally capture an image of a vehicle for debugging purposes.
You must optimize performance of saving/storing vehicle images.
Traffic sensor data
* Sensors must have permission only to add items to the SensorData collection.
* Traffic data insertion rate must be maximized.
* Once every three months all traffic sensor data must be analyzed to look for data patterns that indicate sensor malfunctions.
* Sensor data must be stored in a Cosmos DB named treydata in a collection named SensorData
* The impact of vehicle images on sensor data throughout must be minimized.
Backtrack
This solution reports on all data related to a specific vehicle license plate. The report must use data from the SensorData collection. Users must be able to filter vehicle data in the following ways:
* vehicles on a specific road
* vehicles driving above the speed limit
Planning Assistance
Data used for Planning Assistance must be stored in a sharded Azure SQL Database.
Data from the Sensor Data collection will automatically be loaded into the Planning Assistance database once a week by using Azure Data Factory. You must be able to manually trigger the data load process.
Privacy and security policy
* Azure Active Directory must be used for all services where it is available.
* For privacy reasons, license plate number information must not be accessible in Planning Assistance.
* Unauthorized usage of the Planning Assistance data must be detected as quickly as possible.
Unauthorized usage is determined by looking for an unusual pattern of usage.
* Data must only be stored for seven years.
Performance and availability
* The report for Backtrack must execute as quickly as possible.
* The SLA for Planning Assistance is 70 percent, and multiday outages are permitted.
* All data must be replicated to multiple geographic regions to prevent data loss.
* You must maximize the performance of the Real Time Response system.
Financial requirements
Azure resource costs must be minimized where possible.

NEW QUESTION: 2
A large corporation which is heavily reliant on IT platforms and systems is in financial difficulty and needs to drastically reduce costs in the short term to survive. The Chief Financial Officer (CFO) has mandated that all IT and architectural functions will be outsourced and a mixture of providers will be selected. One provider will manage the desktops for five years, another provider will manage the network for ten years, another provider will be responsible for security for four years, and an offshore provider will perform day to day business processing functions for two years. At the end of each contract the incumbent may be renewed or a new provider may be selected. Which of the following are the MOST likely risk implications of the CFO's business decision?
A. Strategic architecture will be adversely impacted through the segregation of duties between the providers. Vendor management costs will remain unchanged. The risk position of the organization will decline as specialists now maintain the environment. The implementation of security controls and security updates will improve. Internal knowledge of IT systems will improve as providers maintain system documentation.
B. Strategic architecture will improve as more time can be dedicated to strategy. System stability will improve as providers use specialists and tested processes to maintain systems. Vendor management costs will increase and the organization's flexibility to react to new market conditions will be reduced slightly. Internal knowledge of IT systems will improve as providers maintain system documentation. The risk position of the organization will remain unchanged.
C. Strategic architecture will not be impacted in the short term, but will be adversely impacted in the long term through the segregation of duties between the providers. Vendor management costs will stay the same and the organization's flexibility to react to new market conditions will be improved through best of breed technology implementations. Internal knowledge of IT systems will decline over time. The implementation of security controls and security updates will not change.
D. Strategic architecture will be adversely impacted through the segregation of duties between the providers. Vendor management costs will increase and the organization's flexibility to react to new market conditions will be reduced. Internal knowledge of IT systems will decline and decrease future platform development. The implementation of security controls and security updates will take longer as responsibility crosses multiple boundaries.
Answer: D

NEW QUESTION: 3
左側の各DMVPNを右側の正しいステートメントにドラッグアンドドロップします。
選択して配置:

Answer:
Explanation:

Explanation


NEW QUESTION: 4
Due to his prolonged history of alcohol abuse, an alcoholic client will most likely have deficiencies of which of the following nutrients?
A. Folic acid and niacin
B. Thiamine and pyroxidine
C. Vitamin C and zinc
D. Vitamin A and biotin
Answer: B
Explanation:
Explanation
(A) Chronic alcoholism can lead to deficiencies of B complex vitamins including thiamine and pyroxidine. (B) Chronic alcoholism can lead to deficiencies of vitamins A, D, K, and B complex. (C) Chronic alcoholism can lead to deficiencies of vitamins A, D, K, and B complex. (D) Vitamins A, D, K, and B require bile salts to be absorbed from the gastrointestinal tract. A damaged liver does not form bile salts.