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Salesforce Certified Tableau Architect Questions and Answers

Question 1

In a scenario where Tableau Server’s dashboards are frequently updated with real-time data, what caching strategy should be employed to optimize performance?

Options:

A.

Configuring the server to use a very long cache duration to maximize the use of cached data

B.

Setting the cache to refresh only during off-peak hours to reduce the load during high-usage periods

C.

Adjusting the cache to balance between frequent refreshes and maintaining some level of cached data

D.

Utilizing disk-based caching exclusively to handle the high frequency of data updates

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Question 2

In configuring a strategy to monitor Tableau Server process metrics, what is an essential aspect to include for ensuring proactive maintenance?

Options:

A.

Setting up alerts for when server processes reach their maximum capacity thresholds

B.

Analyzing historical data once a month to identify long-term trends in server performance

C.

Only monitoring the most frequently used dashboards and data sources on the server

D.

Conducting a manual review of server logs whenever a new Tableau version is deployed

Question 3

When troubleshooting a startup issue with Tableau Server on Linux, which logs should be primarily examined to identify the problem?

Options:

A.

The Linux system's kernel logs to check for any hardware-related issues

B.

The Tableau Server log files located in the Tableau Server data directory

C.

The web server logs to identify any issues related to web traffic handling

D.

The network logs to check for any connectivity issues with external data sources

Question 4

For automating the process of publishing workbooks to Tableau Server, which method would be the most efficient?

Options:

A.

Configuring a webhook to publish workbooks when they are saved in a specific network directory

B.

Using the REST API to create a script that automates the publishing of workbooks at set intervals

C.

Implementing manual uploads through the Tableau Server user interface to maintain strict publishing control

D.

Relying solely on Tableau Desktop’s built-in publishing features for each workbook update

Question 5

When implementing extract encryption in Tableau Server, what is a crucial step to secure the data extracts stored on the server?

Options:

A.

Configuring a VPN tunnel for all data extract transfers to and from Tableau Server

B.

Enabling at-rest encryption for data extracts within Tableau Server's configuration settings

C.

Implementing a network intrusion detection system to monitor extract file accesses

D.

Increasing the storage capacity of the server to accommodate the additional space required by encrypted extracts

Question 6

You identify that a particular Tableau data source is causing slow query performance. What should be your initial approach to resolving this issue?

Options:

A.

Restructuring the underlying database to improve its performance

B.

Optimizing the data source by reviewing and refining complex calculations and data relationships

C.

Replacing the data source with a pre-aggregated summary data source

D.

Increasing the frequency of extract refreshes to ensure more up-to-date data

Question 7

An organization with a large volume of real-time data needs to integrate this data with Tableau. When is it appropriate to use external services in this scenario?

Options:

A.

Use external services to store all the real-time data, regardless of its relevance to Tableau

B.

Implement external services for real-time data processing and streaming before integrating with Tableau

C.

Avoid using external services and rely solely on Tableau Server for real-time data processing

D.

External services should only be used for historical data, not for real-time data

Question 8

In the context of Tableau Cloud, what is a key benefit of implementing automated user provisioning using SCIM?

Options:

A.

Eliminating the need for any user authentication mechanisms in Tableau Cloud

B.

Reducing the administrative overhead associated with manual user account management and improving security

C.

Allowing users to bypass organizational identity verification processes for quicker access to Tableau Cloud

D.

Integrating SCIM solely for tracking user activity and not for managing user accounts

Question 9

In the context of implementing database encryption for Tableau Server, what factor is important to ensure ongoing data security?

Options:

A.

Increasing the processing power of the database server to handle the additional load from encryption and decryption processes

B.

Ensuring that backup copies of the database are also encrypted

C.

Implementing a network monitoring system to track all access to the database server

D.

Setting up a redundant database server to take over in case the primary server fails

Question 10

In a scenario where Tableau Server on Linux is experiencing performance issues, which logs would be most useful to analyze first to diagnose the problem?

Options:

A.

The Linux system's authentication logs to check for unauthorized access attempts

B.

The Tableau Server performance logs that include information on server processes and re-source usage

C.

The Linux system's boot logs to review the server startup sequence

D.

The database logs to assess query execution times and database performance

Question 11

When troubleshooting Kerberos authentication issues related to SPNs in Tableau Server, what common problem should be investigated first?

Options:

A.

Checking if the Kerberos tickets are expiring too quickly

B.

Verifying that the SPNs are correctly set for the Tableau Server service account

C.

Ensuring that the network firewall allows Kerberos traffic to pass through

D.

Confirming that all users have Kerberos enabled on their client machines

Question 12

In the process of configuring an external gateway for Tableau Server, which of the following is a critical step to ensure secure and efficient communication?

Options:

A.

Setting up a load balancer to distribute traffic evenly across multiple Tableau Server in-stances

B.

Configuring the gateway to bypass SSL for faster data transmission

C.

Enabling direct database access from the gateway for real-time data querying

D.

Implementing firewall rules to restrict access to the gateway based on IP addresses

Question 13

How can the Tableau Services Manager (TSM) be utilized to programmatically manage server maintenance and configuration changes?

Options:

A.

By scheduling regular server restarts through TSM to ensure optimal performance

B.

Using TSM's web interface to manually track and update server configurations

C.

Implementing TSM command-line functionality to automate server configuration and maintenance tasks

D.

Configuring TSM to automatically install Tableau Server updates without manual intervention

Question 14

When developing a strategy to collect and analyze operating system and hardware-related metrics for a Tableau Server deployment, what should be prioritized to ensure server stability and performance?

Options:

A.

Setting up real-time alerts for any hardware failures or operating system errors

B.

Concentrating on optimizing disk storage as it is the primary factor affecting Tableau Server performance

C.

Periodically rebooting the server to ensure a fresh operating environment

D.

Upgrading hardware components annually, regardless of current performance metrics

Question 15

When managing a Tableau Server environment on a Linux system, which method is recommended for deploying automated backup scripts?

Options:

A.

Configuring the scripts to run automatically via the Tableau Server web interface

B.

Using cron jobs to schedule and execute backup scripts at regular intervals

C.

Relying on a third-party cloud service to handle all backup processes

D.

Manually initiating backup scripts through the Linux terminal as needed

Question 16

During the migration of a Tableau Server, a company decides to automate the process using scripts. What is the primary objective of these scripts?

Options:

A.

To manually document each step of the migration process for auditing purposes

B.

To automate the transfer of user permissions and data connections

C.

To create a visual representation of the migration process for stakeholder presentations

D.

To intermittently halt the migration process for manual checks

Question 17

During the migration of Tableau Server from Windows to Linux, what key aspect should be ad-dressed to maintain performance and stability?

Options:

A.

Neglecting the testing of data connections post-migration, assuming they will remain stable

B.

Conducting comprehensive testing of the Tableau Server on Linux, including data source connections and performance benchmarks

C.

Only transferring the most frequently used dashboards to reduce the load on the Linux server

D.

Changing the underlying database platform to better suit the Linux environment

Question 18

How does the Tableau Server Resource Monitoring Tool contribute to the observability of a Tableau Server environment in terms of system resource usage?

Options:

A.

It provides real-time alerts for any changes in user permissions and security settings

B.

It offers insights into server resource utilization, such as CPU, memory, and disk usage

C.

It tracks changes in workbook and dashboard designs to assess their impact on performance

D.

It monitors network bandwidth usage between the Tableau Server and client applications

Question 19

A small consulting firm is implementing Tableau Server for its team of 20 analysts. What hardware and network configuration would be most suitable for this size of deployment?

Options:

A.

Enterprise-grade server infrastructure with a complex network setup

B.

Moderate-capacity server with reliable network connectivity, adequate for small team collaboration

C.

The highest available specifications for hardware and network to future-proof the deployment

D.

Basic consumer-grade hardware and a standard residential internet connection

Question 20

When integrating an external gateway with Tableau Server, what factor is most important to ensure high availability and fault tolerance?

Options:

A.

Configuring the external gateway to use a different operating system than Tableau Server for diversity

B.

Implementing session persistence in the external gateway to maintain user sessions during server failovers

C.

Allocating additional storage to the external gateway to handle large volumes of data

D.

Using a single, powerful gateway to manage all the traffic to Tableau Server

Question 21

What is a crucial consideration when recommending a load testing strategy for a newly deployed Tableau Server environment?

Options:

A.

Testing with the maximum number of users simultaneously to assess the peak performance capacity

B.

Focusing solely on the load time of the most complex dashboards available on the server

C.

Conducting tests only during off-peak hours to minimize the impact on regular users

D.

Limiting the testing to only a few selected reports to reduce the load on the server

Question 22

In the process of configuring OpenID Connect for Tableau Server, what is a critical step to ensure secure and efficient authentication?

Options:

A.

Configuring the Tableau Server to accept all OpenID Connect providers without validation

B.

Registering Tableau Server as a client with the OpenID Connect provider and obtaining client credentials

C.

Setting up a direct database connection from Tableau Server to the OpenID Connect provider's database

D.

Disabling all other forms of authentication on Tableau Server to enforce OpenID Connect exclusively

Question 23

You are integrating Tableau Server with an external LDAP server for authentication, but the connection fails. What is the primary action to take in resolving this integration issue on a Windows sys-tem?

Options:

A.

Reconfiguring the LDAP server to use a different authentication protocol

B.

Ensuring that the Tableau Server has the correct LDAP server address, port, and credentials configured

C.

Upgrading the network infrastructure to facilitate a faster connection to the LDAP server

D.

Installing additional security software on the Tableau Server to enhance LDAP communication

Question 24

When installing Tableau Server on a Windows system, which step is essential to ensure a successful installation using the Installation Wizard?

Options:

A.

Disabling all antivirus and firewall software on the Windows system during installation

B.

Running the Installation Wizard as an administrator to ensure sufficient privileges for setup

C.

Configuring Windows to automatically update all system drivers during the Tableau Server installation

D.

Setting up a dedicated virtual machine for the Tableau Server installation process

Question 25

A healthcare organization is planning to deploy Tableau for data analysis across multiple departments with varying usage patterns. Which licensing strategy would be most effective for this organization?

Options:

A.

Purchase a single enterprise-wide license and distribute access uniformly across all departments

B.

Acquire individual licenses for each user, regardless of their usage frequency or data access needs

C.

Adopt a mixed licensing strategy, combining core-based and user-based licenses according to departmental usage patterns

D.

Use only core-based licensing for all users to simplify the licensing process

Question 26

A Tableau workbook with multiple complex dashboards is experiencing slow loading times. What is the first step in troubleshooting this workbook performance issue?

Options:

A.

Increasing the server's hardware resources, such as RAM and CPU capacity

B.

Simplifying the calculated fields and reducing the number of filters and parameters in the workbook

C.

Splitting the workbook into several smaller workbooks to distribute the load

D.

Checking the network speed between the Tableau Server and the client machines

Question 27

During the troubleshooting of OpenID Connect integration issues in Tableau Server, what common factor should be examined?

Options:

A.

The load balancing configuration of the Tableau Server

B.

The redirection URI specified in the OpenID Connect provider and Tableau Server configuration

C.

The encryption strength of the SSL certificate on the Tableau Server

D.

The storage capacity on the Tableau Server for caching user tokens

Question 28

A company is migrating its Tableau workbooks and data sources from one server to another. Which feature of the Tableau Content Migration Tool is most critical for this process?

Options:

A.

The ability to change the visual design of workbooks during the migration

B.

The functionality to automatically update data source connections in the workbooks during migration

C.

The option to manually migrate each workbook individually for better control

D.

The capability to only migrate the most recently accessed workbooks

Question 29

After configuring Tableau Server on a Windows system, you notice that the server cannot connect to an external SMTP server for email notifications. What should be the first troubleshooting step?

Options:

A.

Installing a new email client on the Tableau Server machine

B.

Verifying the SMTP server details and network connectivity in the Tableau Server configuration

C.

Increasing the server's RAM to improve its ability to handle external communications

D.

Changing the email format settings in Tableau Server

Question 30

After performing load testing on Tableau Server, you observe a significant increase in response times during peak user activity. What is the most appropriate action based on this result?

Options:

A.

Immediately add more hardware resources, such as RAM and CPU, to the server

B.

Analyze server configurations and optimize performance settings before considering hard-ware upgrades

C.

Reduce the number of concurrent users allowed on the server to decrease load

D.

Ignore the results as temporary spikes in response times are normal during peak periods

Question 31

What should be the focus when creating scripts for the migration of Tableau content from one server to another?

Options:

A.

Designing scripts that only work in specific environments to ensure security

B.

Developing scripts that are flexible and can handle different server configurations and con-tent types

C.

Writing scripts that prioritize speed over accuracy in the migration process

D.

Creating scripts that require manual intervention at each step for increased control

Question 32

You have configured Tableau Server on a Linux system behind a reverse proxy, but users are experiencing intermittent access issues. What should be the first step in troubleshooting these proxy-related issues?

Options:

A.

Increasing the bandwidth of the server's internet connection

B.

Verifying the configuration settings of the reverse proxy, including URL rewriting and port forwarding rules

C.

Changing the reverse proxy software to a different provider

D.

Installing a new SSL certificate directly on the Tableau Server

Question 33

An organization with a large number of Tableau users is seeking to optimize its data management and governance capabilities within its Tableau environment. Which add-on is most appropriate for this purpose?

Options:

A.

Tableau Bridge to ensure live connections to their on-premises databases

B.

Tableau Data Management Add-On for better data preparation and governance

C.

Tableau Mobile App Bootcamp to enhance mobile access for users

D.

Tableau Prep Conductor to exclusively manage data preparation workflows

Question 34

A company is planning to migrate its Tableau Server from a Windows-based environment to Linux. What is the most important factor to consider for a successful migration?

Options:

A.

Transferring all data and content without assessing compatibility with the Linux environment

B.

Ensuring that all Tableau Server components and dependencies are compatible with the Linux operating system

C.

Prioritizing the migration of the user interface elements only, as they are most visible to end-users

D.

Focusing exclusively on the aesthetic differences between the Windows and Linux versions of Tableau Server

Question 35

A company using Tableau Cloud experiences intermittent performance issues, particularly during peak usage times. What should be the first step in troubleshooting these issues?

Options:

A.

Increasing the number of Tableau Cloud instances without analyzing usage patterns

B.

Analyzing user access patterns and resource utilization to identify bottlenecks

C.

Immediately upgrading the company's internet connection

D.

Reducing the number of dashboards available to users to decrease load

Question 36

After analyzing a performance recording of a Tableau dashboard, you identify that complex calculated fields are causing significant delays. What action should be taken to resolve this issue?

Options:

A.

Increasing the server's hardware specifications to handle complex calculations more efficiently

B.

Optimizing the calculated fields by simplifying their formulas or pre-calculating values where possible

C.

Limiting user access to the dashboard to reduce the load on the server

D.

Rebuilding the entire dashboard from scratch to ensure optimal performance

Question 37

During the migration of a large number of Tableau dashboards, what is an essential capability of the Tableau Content Migration Tool to ensure a smooth transition?

Options:

A.

The tool's ability to compress dashboards to reduce file size during migration

B.

Its capacity to handle bulk migrations with batch processing of multiple dashboards

C.

The feature to convert dashboards into different formats before migration

D.

Its function to redesign dashboards automatically to fit the new server's layout

Question 38

After configuring a reverse proxy for Tableau Server on a Windows system, users report that they are unable to access the Tableau Server. What is the first troubleshooting step?

Options:

A.

Reconfiguring Tableau Server to bypass the reverse proxy

B.

Checking the reverse proxy configuration for correct forwarding rules and SSL termination settings

C.

Upgrading the reverse proxy software to the latest version

D.

Increasing the memory allocation to Tableau Server to handle proxy traffic

Question 39

When configuring the ‘Run As’ service account for Tableau Server on a Windows system, what is a key consideration to ensure proper access and security?

Options:

A.

Setting the 'Run As' service account to have the same password as the administrator's ac-count for consistency

B.

Configuring the 'Run As' service account to automatically expire every 30 days for security purposes

C.

Assigning the 'Run As' service account permissions to specific Tableau Server folders and registry settings only

D.

Enabling remote desktop access for the 'Run As' service account for easier management

Question 40

For a Tableau administrative dashboard designed to monitor user engagement, which metric would be most beneficial to include?

Options:

A.

The disk space used by the Tableau Server

B.

The number of views created by users per month

C.

The server's uptime and downtime statistics

D.

The amount of network traffic to and from the Tableau Server

Question 41

When configuring a test environment for load testing a Tableau Server deployment, what is a key factor to ensure the environment is suitable for effective testing?

Options:

A.

Ensuring the test environment has significantly higher specifications than the production environment to test maximum capacity

B.

Mirroring the hardware and software configurations of the production environment as closely as possible

C.

Using a simplified dataset in the test environment to focus on server performance

D.

Configuring the test environment without security protocols to observe performance with-out any restrictions

Question 42

When troubleshooting Connected App authentication issues in Tableau Server, what factor should be primarily investigated?

Options:

A.

The speed and stability of the internet connection between the connected app and Tableau Server

B.

The correctness and validity of the client credentials used by the connected app

C.

The version compatibility of Tableau Server with the connected app

D.

The frequency of data synchronization between the connected app and Tableau Server

Question 43

When implementing dashboard extensions in Tableau Server, what is an important consideration to ensure secure and efficient operation?

Options:

A.

Allowing all extensions to run without restriction to maximize dashboard functionality

B.

Hosting all used extensions on an external server to improve load times

C.

Configuring Tableau Server to only allow extensions from a trusted and verified extension list

D.

Disabling all dashboard extensions to maintain the highest level of server security

Question 44

In configuring web data connectors (WDCs) on Tableau Server, what step is essential for maintaining data accuracy and security?

Options:

A.

Enforcing that all WDCs must be hosted on the same server as Tableau Server

B.

Regularly updating WDCs to the latest version available, irrespective of testing and compatibility checks

C.

Ensuring that WDCs are securely accessing data sources and handling data transfer secure-ly and efficiently

D.

Limiting WDC usage to only internally developed connectors and prohibiting any third-party connectors

Question 45

When optimizing caching for Tableau Server to improve dashboard performance, which setting is most effective to adjust?

Options:

A.

Setting the cache to refresh every time a view is loaded to ensure the most up-to-date data is always used

B.

Configuring the cache to be cleared at a regular, scheduled interval that aligns with the data refresh schedule

C.

Disabling caching entirely to force real-time queries for all dashboard views

D.

Increasing the server's RAM to enhance its overall caching capability

Question 46

When configuring extract encryption in Tableau Server, what consideration is important to balance security with server performance?

Options:

A.

Choosing to encrypt only new extracts while keeping existing extracts unencrypted to maintain their current performance levels

B.

Ensuring that the server has sufficient processing power and memory to handle the additional load from encrypting and decrypting extracts

C.

Disabling extract encryption during peak usage times to avoid any potential impact on server response times

D.

Implementing extract encryption only for extracts accessed by a certain number of users to reduce server load

Question 47

An enterprise is merging its multiple Tableau sites into a single server for better management and efficiency. What should be the primary focus during this migration?

Options:

A.

Rapidly migrating all sites without a detailed review to accelerate the process

B.

Ensuring the compatibility and proper configuration of data connections across the merged sites

C.

Transferring only the most used dashboards and reports, disregarding less frequently used content

D.

Maintaining multiple backup servers in case the consolidation fails

Question 48

In a blue-green deployment scenario for Tableau Server, what is the primary purpose of maintaining two identical environments?

Options:

A.

To use one for development and the other for production

B.

To enable A/B testing with different user groups

C.

To provide seamless user experience during upgrades or maintenance

D.

To divide the workload evenly between two servers

Question 49

When designing a test plan for load testing Tableau Server, what is an important factor to consider for ensuring the validity of the test results?

Options:

A.

Executing the tests only during the server's peak usage hours to assess performance under maximum stress

B.

Gradually increasing the load during testing to observe how the server responds to escalating demands

C.

Using only synthetic test data to maintain consistency and control over the testing variables

D.

Concentrating the tests on the server's newest features to evaluate their impact on performance

Question 50

A financial services company needs to ensure the highest level of data security in its Tableau Server deployment. Which configuration best addresses their need for both encryption at rest and encryption over the wire?

Options:

A.

Enabling only SSL/TLS for web client communication without encrypting the data at rest

B.

Configuring Tableau Server to use external file storage without encryption

C.

Implementing both SSL/TLS for data in transit and at-rest encryption for stored data

D.

Relying solely on network-level encryption and not configuring encryption in Tableau Server

Question 51

In implementing a multi-node server upgrade for Tableau Server, what step is vital to secure a smooth upgrade process and maintain data integrity?

Options:

A.

Disabling user access to Tableau Server until the upgrade is complete on all nodes

B.

Conducting a full backup of the server before initiating the upgrade process

C.

Immediately applying all available updates to the operating systems of the server nodes be-fore starting the upgrade

D.

Removing less critical nodes from the cluster to simplify the upgrade process

Question 52

During the troubleshooting of SAML authentication issues in Tableau Server, what is a common area to investigate?

Options:

A.

The network bandwidth and latency between the Tableau Server and the SAML provider

B.

The time synchronization between Tableau Server and the SAML identity provider

C.

The storage capacity of the Tableau Server to handle SAML requests

D.

The version compatibility of the web browser used to access Tableau Server

Question 53

In implementing Tableau Bridge for an organization using Tableau Cloud, what is an important consideration for maintaining data security and integrity?

Options:

A.

Using Tableau Bridge to store a copy of all on-premises data on the cloud for backup purposes

B.

Limiting Tableau Bridge access to only a few select high-level administrators for security reasons

C.

Configuring Tableau Bridge with appropriate authentication and encryption for secure da-ta transmission

D.

Completely isolating Tableau Bridge from the internal network to prevent any potential security breaches

Question 54

In the context of extract encryption in Tableau Server, what consideration is important for maintaining the performance of the server?

Options:

A.

Regularly defragmenting the disk where encrypted extracts are stored

B.

Ensuring there is sufficient processing power on the server for the encryption and decryption processes

C.

Implementing dedicated network bandwidth for accessing encrypted extracts

D.

Scheduling the encryption process during off-peak hours to minimize impact on server performance

Question 55

In the context of Tableau Server, what is an important consideration when configuring access to the Metadata API for external applications?

Options:

A.

Allowing unrestricted access to the Metadata API from any external application

B.

Configuring the Metadata API to provide real-time updates to external applications

C.

Implementing OAuth for secure, token-based authentication for external applications accessing the Metadata API

D.

Ensuring external applications have direct database access for synchronized metadata retrieval

Question 56

A company is transitioning from an on-premises Tableau Server to Tableau Cloud. Which strategy should be prioritized to ensure a smooth migration?

Options:

A.

Migrate all data and dashboards at once to minimize the transition period

B.

Perform a thorough audit of current dashboards and data sources for compatibility with Tableau Cloud

C.

Prioritize the migration of the least used dashboards to test the Tableau Cloud environment

D.

Discontinue the use of Tableau Server immediately to force a quick transition

Question 57

When creating a custom administrative view in Tableau to analyze user activity, which table in the Tableau repository should you focus on to understand user login patterns?

Options:

A.

The 'datasources' table to monitor the data sources each user accesses

B.

The 'workbooks' table to see which workbooks are most frequently used by users

C.

The 'historical_events' table to analyze specific events like user logins and logouts

D.

The 'sites' table to determine which sites users are accessing most frequently

Question 58

In a scenario where Tableau Server is experiencing slow response times, what aspect should be analyzed first in a latency analysis to identify the root cause?

Options:

A.

The network speed and bandwidth between client machines and the Tableau Server

B.

The frequency of scheduled extract refreshes on the Tableau Server

C.

The response time of queries sent from Tableau Server to connected data sources

D.

The time taken for administrative tasks, such as user creation and permission assignment

Question 59

During the installation of Tableau Server on Linux, what step must be taken to ensure a smooth installation process using either CLI or the Installation Wizard?

Options:

A.

Ensuring that the Linux server has a minimum of 16GB of RAM

B.

Running a pre-installation script to automatically configure all server dependencies

C.

Creating a dedicated Tableau user account and group on the Linux system

D.

Temporarily disabling the SELinux policy on the Linux server

Question 60

In a Tableau environment utilizing both Tableau Server and Tableau Cloud, what consideration is important when choosing an authentication method?

Options:

A.

The authentication method must allow for different user permissions in Tableau Server and Tableau Cloud

B.

It should support automatic user provisioning in both Tableau Server and Tableau Cloud

C.

The method must be compatible with Tableau Server's version regardless of its compatibility with Tableau Cloud

D.

Ensuring the method allows for the synchronization of user roles and permissions between Tableau Server and Tableau Cloud