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NEW QUESTION: 1
Data centers of which partners are included in SAP's data center strategy? Note: There are 3 correct answers to this question.
A. Salesforce
B. Google
C. Amazon
D. Pivotal
E. Microsoft
Answer: B,C,E
NEW QUESTION: 2
Health Reviewの要件を満たすセキュリティソリューションを推奨する必要があります。
推奨事項に何を含めるべきですか?
A. row-level security
B. Always Encrypted
C. Transport Layer Security (TLS)
D. dynamic data masking
Answer: B
Explanation:
Must ensure that sensitive health data is encrypted at rest and in transit.
Always Encrypted is a feature designed to protect sensitive data stored in Azure SQL Database or SQL Server databases. Always Encrypted allows clients to encrypt sensitive data inside client applications and never reveal the encryption keys to the database engine (SQL Database or SQL Server).
References:
https://docs.microsoft.com/en-us/azure/security/fundamentals/encryption-atrest
https://docs.microsoft.com/en-us/azure/security/fundamentals/database-security-overview
Topic 5, Data Engineer for Trey Research
Overview
You are a data engineer for Trey Research. The company is close to completing a joint project with the government to build smart highways infrastructure across North America. This involves the placement of sensors and cameras to measure traffic flow, car speed, and vehicle details.
You have been asked to design a cloud solution that will meet the business and technical requirements of the smart highway.
Solution components
Telemetry Capture
The telemetry capture system records each time a vehicle passes in front of a sensor. The sensors run on a custom embedded operating system and record the following telemetry data:
* Time
* Location in latitude and longitude
* Speed in kilometers per hour (kmph)
* Length of vehicle in meters
Visual Monitoring
The visual monitoring system is a network of approximately 1,000 cameras placed near highways that capture images of vehicle traffic every 2 seconds. The cameras record high resolution images. Each image is approximately 3 MB in size.
Requirements: Business
The company identifies the following business requirements:
* External vendors must be able to perform custom analysis of data using machine learning technologies.
* You must display a dashboard on the operations status page that displays the following metrics: telemetry, volume, and processing latency.
* Traffic data must be made available to the Government Planning Department for the purpose of modeling changes to the highway system. The traffic data will be used in conjunction with other data such as information about events such as sporting events, weather conditions, and population statistics. External data used during the modeling is stored in on-premises SQL Server 2016 databases and CSV files stored in an Azure Data Lake Storage Gen2 storage account.
* Information about vehicles that have been detected as going over the speed limit during the last 30 minutes must be available to law enforcement officers. Several law enforcement organizations may respond to speeding vehicles.
* The solution must allow for searches of vehicle images by license plate to support law enforcement investigations. Searches must be able to be performed using a query language and must support fuzzy searches to compensate for license plate detection errors.
Requirements: Security
The solution must meet the following security requirements:
* External vendors must not have direct access to sensor data or images.
* Images produced by the vehicle monitoring solution must be deleted after one month. You must minimize costs associated with deleting images from the data store.
* Unauthorized usage of data must be detected in real time. Unauthorized usage is determined by looking for unusual usage patterns.
* All changes to Azure resources used by the solution must be recorded and stored. Data must be provided to the security team for incident response purposes.
Requirements: Sensor data
You must write all telemetry data to the closest Azure region. The sensors used for the telemetry capture system have a small amount of memory available and so must write data as quickly as possible to avoid losing telemetry data.
NEW QUESTION: 3
Which two statements are true regarding B-tree index? (Choose two.)
A. The leaf node stores a bitmap for each key value.
B. The deletion of a row from the table causes a logical deletion in index leaf block and the space becomes available for the new leaf entry.
C. The rows with NULL value in key columns also have entries in the index.
D. The leaf blocks in the index are doubly linked.
Answer: B,D
Explanation:
B-Tree Index
Structure of a B-tree Index
At the top of the index is the root, which contains entries that point to the next level in the index. At the next level are branch blocks, which in turn point to blocks at the next level in the index. At the lowest level are the leaf nodes, which contain the index entries that point to rows in the table. The leaf blocks are doubly linked to facilitate the scanning of the index in an ascending as well as descending order of key values.
Format of Index Leaf Entries
An index entry has the following components:
* Entry header: Stores the number of columns and locking information
* Key column length-value pairs: Define the size of a column in the key followed by the value for the column (The number of such pairs is the maximum of the number of columns in the index.)
* ROWID: Row ID of a row that contains the key values
B-Tree Index (continued)
Index Leaf Entry Characteristics
In a B-tree index on a nonpartitioned table:
* Key values are repeated if there are multiple rows that have the same key value unless the index is compressed
* There is no index entry corresponding to a row that has all key columns that are NULL.
Therefore, a WHERE clause specifying NULL always results in a full table scan.
* A restricted ROWID is used to point to the rows of the table because all rows belong to the same segment Effect of DML Operations on an Index The Oracle server maintains all the indexes when DML operations are carried out on a table. Here is an explanation of the effect of a DML command on an index:
* Insert operations result in the insertion of an index entry in the appropriate block.
* Deleting a row results only in a logical deletion of the index entry. The space used by the deleted row is available for new sequential leaf entries.
* Updates to the key columns result in a logical delete and an insert to the index. The PCTFREE setting has no effect on the index except at the time of creation. A new entry may be added to an index block even if it has less space than that specified by PCTFREE.
Types of Indexes
These are several types of index structures that are available depending on your needs.
Two of the most common are:
* B-tree index
- Default index type; in the form of a balanced tree
* Bitmap index:
- Has a bitmap for each distinct value indexed
- Each bit position represents a row that may or may not contain the indexed value.
- Best for low-cardinality columns
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