Salesforce-Tableau-Architect Practice Test Questions

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Preparing with Salesforce-Tableau-Architect practice test is essential to ensure success on the exam. This Salesforce SP25 test allows you to familiarize yourself with the Salesforce-Tableau-Architect exam questions format and identify your strengths and weaknesses. By practicing thoroughly, you can maximize your chances of passing the Salesforce certification spring 2025 release exam on your first attempt.

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You notice that Tableau Server on a Windows system is experiencing slow performance issues when accessed through a web proxy. What should be the initial step to address this performance issue?



A. Disabling the web proxy to see if performance improves without it


B. Checking the web proxy settings for any bandwidth limits or filtering rules that might be affecting performance


C. Reinstalling Tableau Server to ensure it's properly configured for proxy usage


D. Configuring Tableau Server to use an alternative port that bypasses the web proxy





B.
  Checking the web proxy settings for any bandwidth limits or filtering rules that might be affecting performance

Explanation

When Tableau Server performance is slow through a web proxy, the first troubleshooting step is to examine the proxy configuration.

Why B is correct:

1. Web proxies can impose bandwidth throttling, content filtering, or caching rules that impact performance.
2. Checking and adjusting these settings is a non-disruptive initial step and can quickly identify if the proxy is the bottleneck.
3. Disabling the proxy or reinstalling the server should be done only after confirming whether the proxy itself is responsible.

Why not the others?

A. Disabling the web proxy
This might help identify the cause, but it’s more intrusive than first checking settings. If the proxy is needed for security/compliance, disabling it might not be possible.

C. Reinstalling Tableau Server
Reinstallation is not an initial troubleshooting step. Performance issues through a proxy are rarely due to the Tableau Server installation itself.

D. Configuring Tableau Server to use an alternative port
Changing ports is not the standard first step unless the issue is clearly port-specific. This is more of a targeted fix after isolating the problem.

Reference
Tableau Help: Configure Proxies and Load Balancers

Key point from docs: "If users experience delays or slow load times when connecting through a proxy, check proxy settings such as caching, bandwidth limits, and filtering."

In planning the process topology for a Tableau Server intended for a medium-sized business with moderate usage patterns, what is the most important consideration for process counts?



A. Allocating an excessive number of all process types to prepare for unexpected peaks in demand.


B. Assigning an equal number of processes for each type, regardless of specific usage patterns.


C. Tailoring the process count to balance between VizQL, Data Server, and Backgrounder based on expected usage and demand.


D. Prioritizing only VizQL processes and minimizing others.





C.
  Tailoring the process count to balance between VizQL, Data Server, and Backgrounder based on expected usage and demand.

Explanation:

Why This is the Correct Approach:

Tableau Server relies on multiple processes to handle different tasks, and balancing them is critical for performance:

VizQL: Renders visualizations for users (needs more instances if many users access dashboards simultaneously).

Data Server: Manages data extracts and live connections (important if the business uses many extracts).

Backgrounder: Runs scheduled refreshes and subscriptions (needs enough capacity to avoid delays).

A medium-sized business should adjust process counts based on:

Concurrent users (more VizQL if many users).

Extract usage (more Data Server if heavy on extracts).

Refresh schedules (more Backgrounder if many automated tasks).

Why the Other Options Are Not Ideal:

A) Excessive processes:
Wastes server resources and can slow down performance due to overhead.

B) Equal processes for all types:
Doesn’t account for actual usage patterns (e.g., may need more VizQL than Backgrounder).

D) Only prioritizing VizQL:
Neglects data refreshes and extract performance, leading to bottlenecks.

Best Practices for Medium-Sized Businesses:
Start with a balanced baseline (e.g., 4-6 VizQL, 3-4 Backgrounder, 2-3 Data Server).

Monitor performance using Tableau’s Admin Views to adjust as needed.

Scale up processes only where necessary (e.g., add VizQL if dashboard load times increase).

Key Takeaway:
Tailor process counts to match real-world usage—don’t over-allocate or assume all processes need equal resources.

For a Tableau Server installation in an air-gapped environment, what is a critical consideration regarding software updates and maintenance?



A. Software updates must be performed in real-time via a secure internet connection


B. Updates should be manually downloaded and vetted before being transferred to the air-gapped environment


C. The Tableau Server should be configured to automatically download and install updates when available


D. A dedicated satellite connection should be established for regular software updates





B.
  Updates should be manually downloaded and vetted before being transferred to the air-gapped environment

Explanation:

Why B is Correct?

Air-gapped environments are isolated from external networks (no internet access).
Tableau Server updates must be:
1. Manually downloaded from Tableau’s official site on a connected machine.
2. Vetted for security/compliance before being transferred via secure offline methods (e.g., USB, internal network).

This ensures control over updates and prevents unauthorized changes.

Reference:
Tableau’s Offline Installation Guide outlines steps for air-gapped deployments.

Why Other Options Are Incorrect?

A) Impossible—air-gapped systems cannot connect to the internet for real-time updates.
C) Automatic updates require internet access, violating air-gapped security.
D) Satellite connections defeat the purpose of air-gapping (physical isolation is mandatory for high-security environments).

Key Takeaway:
Air-gapped systems require manual, controlled update processes to maintain security and compliance.

When facing database connectivity issues in a multi-node Tableau Server deployment, which approach is most effective in identifying the root cause?



A. Immediately replacing the network switches and routers to ensure more reliable connectivity


B. Analyzing the server logs on both Tableau Server and the database server to identify any error patterns or connection failures


C. Restricting access to the database server to only a few select nodes to reduce load and potential connectivity issues


D. Migrating all data to a new database server to eliminate the possibility of server-specific connectivity problems





B.
  Analyzing the server logs on both Tableau Server and the database server to identify any error patterns or connection failures

Explanation:

In a multi-node Tableau Server deployment, database connectivity issues can stem from multiple sources — network interruptions, authentication problems, database server load, or driver issues. The most effective and structured way to identify the root cause is to:

Check Tableau Server logs (e.g., tabsvc, vizqlserver, backgrounder logs) for error codes or failed connection attempts.

Check database server logs for matching timestamps of failed logins, query failures, or timeouts.

Correlate these logs to see if the issue is network-related, credential-related, or due to resource constraints.

Why other options are incorrect:

A: Hardware replacement is costly, disruptive, and should only be considered after confirming physical layer issues.

C: Reducing access might temporarily reduce load but does not address the actual connectivity failure.

D: Migrating to a new database server is a drastic measure that doesn’t guarantee resolution and risks introducing new problems.

Reference:
Tableau Help – Troubleshoot Connectivity Issues:

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?



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





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

Explanation

For maximum data security in a Tableau Server deployment, two encryption layers are required:

1. Encryption over the wire (in transit):
Achieved by enabling SSL/TLS for Tableau Server so all communications between clients, browsers, Tableau Desktop, and the server are encrypted.

2. Encryption at rest:
Protects stored data such as extracts, repository data, and backups.
In Tableau Server, you can enable at-rest encryption for extracts, repository, and file store (available in certain editions and versions).

Why C is correct:

It’s the only option that covers both types of encryption—this ensures compliance with strict financial data regulations (e.g., PCI-DSS, SOX, GLBA).

Why not the others?

A. Enabling only SSL/TLS → Secures transit but leaves data at rest vulnerable.

B. External file storage without encryption → Data at rest is exposed if the storage is compromised.

D. Network-level encryption only → Relies on external network controls but does not secure stored files or server-to-server comms natively.

Reference:

Tableau Help: Encrypt Extracts at Rest
Tableau Help: Configure SSL for Tableau Server
From Tableau docs: "Tableau Server supports encryption for data in transit with SSL/TLS, and encryption at rest for extracts and repository data."

For a financial institution using Tableau Server, which disaster recovery strategy would be most appropriate to safeguard against data loss and ensure regulatory compliance?



A. A basic disaster recovery plan that focuses only on infrequent backups to an on-site server


B. A robust disaster recovery plan with frequent, encrypted backups, off-site storage, and quick recovery mechanisms


C. Opting for a low-cost disaster recovery option that involves manual backups on removable drives


D. Implementing a cloud-only disaster recovery strategy without any on-premises backup solutions





B.
  A robust disaster recovery plan with frequent, encrypted backups, off-site storage, and quick recovery mechanisms

Explanation:

Why B is Correct?

1. Financial institutions require high availability, data integrity, and compliance (e.g., GDPR, SOX, Basel III).
2. Frequent backups minimize data loss in case of failure.
3. Encryption ensures data security (mandatory for regulatory compliance).
4. Off-site storage protects against physical disasters (e.g., fire, flood).
5. Quick recovery mechanisms (e.g., failover clusters, standby servers) ensure business continuity.

Reference:
Tableau’s Disaster Recovery Best Practices recommend encrypted, geographically redundant backups.

Why Other Options Are Incorrect?

A) Infrequent on-site backups risk data loss and fail compliance (no off-site redundancy).
C) Manual backups on removable drives are error-prone, insecure, and non-scalable.
D) Cloud-only strategies may violate data sovereignty laws (some regulations require on-premises copies).

Key Takeaway:
A multi-layered, compliant disaster recovery plan is critical for financial institutions using Tableau Server.

After implementing Tableau Cloud, a retail company notices that certain dashboards are not updating with the latest sales data. What is the most effective troubleshooting step?



A. Rebuilding all affected dashboards from scratch.


B. Checking the data source connections and refresh schedules for the affected dashboards.


C. Immediately transitioning back to an on-premises Tableau Server.


D. Limiting user access to the dashboards to reduce system load.





B.
  Checking the data source connections and refresh schedules for the affected dashboards.

Explanation:

When dashboards in Tableau Cloud aren’t updating with the latest data, the most common cause is that the data source refreshes aren’t running or the connection to the source is broken.

Why B is correct:

1. Tableau Cloud relies on scheduled refreshes for published data sources and extracts.
2. If refresh schedules are disabled, misconfigured, or failing due to connection/authentication issues, dashboards will show stale data.
3. The logical first step is to verify the data source connection status and check if the refresh jobs have succeeded in Tableau Cloud’s Tasks or Schedules page.

Why not the others?

A. Rebuilding dashboards → Overkill; the visualizations are fine—it’s a data refresh issue.

C. Transitioning back to on-premises → This is a drastic move that doesn’t address the root cause and wastes resources.

D. Limiting user access → Might reduce load but has no effect on whether the data updates.

Reference:

Tableau Help: Schedule Refreshes in Tableau Cloud
Tableau Help: Troubleshoot Extract Refresh Failures
From docs: "If your data is not up to date, verify that the data source connection is valid and that the refresh schedule is enabled and successful."

For automating routine maintenance tasks on a Tableau Server installed on a Windows system, which method would be most suitable for deploying scripts?



A. Utilizing Tableau Desktop to run maintenance scripts at scheduled times


B. Employing Windows Task Scheduler to automate and manage the execution of maintenance scripts


C. Implementing a continuous integration tool like Jenkins for script execution


D. Manually running scripts through the command line interface each time





B.
  Employing Windows Task Scheduler to automate and manage the execution of maintenance scripts

Explanation:

Why B is Correct?

Windows Task Scheduler is a native Windows tool designed for automating script execution at predefined times or intervals.

It is lightweight, reliable, and tightly integrated with Windows, making it ideal for routine Tableau Server maintenance tasks (e.g., log cleanup, backup scripts, extract refreshes).

Supports custom triggers, conditions, and logging, ensuring scripts run without manual intervention.

Why Other Options Are Incorrect?

A) Tableau Desktop is for visual analytics, not server maintenance automation.

C) Jenkins is overkill for simple maintenance tasks—it’s better suited for CI/CD pipelines.

D) Manual execution defeats the purpose of automation, increasing human error risk.

Key Takeaway:
For Windows-based Tableau Servers, Task Scheduler is the simplest, most effective way to automate maintenance scripts.

A large financial institution requires a high level of security and performance for its Tableau Server deployment. How should service-to-node relationships be configured in this scenario?



A. Isolating all services on individual nodes to maximize security and performance


B. Collocating all services on a single node for simplicity and ease of management


C. Isolating critical services like Data Server and Repository on separate nodes, while collocating less critical services


D. Randomly distributing services across nodes without a specific strategy





C.
  Isolating critical services like Data Server and Repository on separate nodes, while collocating less critical services

Explanation

In large, high-security, high-performance Tableau Server deployments (especially for financial institutions), the service-to-node topology should be strategic:

Critical services (e.g., Repository [pgsql], Data Server, Coordination Service) handle sensitive data and are central to server operations. These should be:

. Isolated on dedicated nodes to prevent resource contention and limit exposure.
. Hardened with security configurations, limited access, and strong OS/network protections.

Less critical or stateless services (e.g., VizQL Server, Application Server) can be collocated on shared nodes to optimize resource usage without jeopardizing security.

This approach balances security (minimizing the attack surface for critical components) and performance (avoiding CPU/memory contention).

Why not the others?

A. Isolating all services on individual nodes → Overly complex, costly, and often unnecessary. It doesn’t give a meaningful performance/security boost for non-critical services.

B. Collocating all services on a single node → Creates a single point of failure and resource bottlenecks, not suitable for high-security environments.

D. Randomly distributing services → No control over performance or security; risks inefficiency and possible downtime.

Reference:

Tableau Help: Distributed and High Availability Deployments
Tableau Blueprint: "Isolate critical Tableau Server processes on dedicated hardware to enhance both performance and security in large-scale deployments."

For a small startup with limited IT resources, which identity store and authentication configuration would be most suitable for their new Tableau Server deployment?



A. Implementing a complex LDAP-based system for future scalability


B. Using Tableau Server's built-in local identity store for simplicity and ease of management


C. Integrating with an external enterprise-level identity provider, regardless of the cost


D. Requiring users to have separate credentials for Tableau Server, unrelated to other systems





B.
  Using Tableau Server's built-in local identity store for simplicity and ease of management

Explanation:

Why B is Correct?

1. Small startups with limited IT resources need a simple, low-maintenance solution.
2. Tableau’s local identity store requires no additional infrastructure (like LDAP or SAML) and is easy to set up.
3. Admins can manage users directly in Tableau Server without dependencies on external systems.
4. Cost-effective (no need for enterprise identity providers like Okta or Azure AD).

Reference:
Tableau’s Authentication Overview recommends local identity for small deployments.

Why Other Options Are Incorrect?

A) LDAP adds unnecessary complexity for a small team (overkill for current needs).
C) Enterprise identity providers (e.g., SAML/OAuth) are expensive and require expertise.
D) Separate credentials hurt user adoption (increases friction and password fatigue).

Key Takeaway:

For startups, Tableau’s built-in authentication balances simplicity and security. Scale to LDAP/SAML later if needed.

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Salesforce Certified Tableau Architect Exam Details


The Salesforce Certified Tableau Architect exam validates advanced expertise in designing, implementing, deploying, monitoring, and maintaining scalable Tableau platforms. It focuses on Tableau Server infrastructure, best practices, enterprise-level deployments, and migrations to Tableau Cloud. This certification is ideal for Tableau Technical Architects who collaborate with customers and IT teams to build secure, adaptable solutions that deliver business value.

Key Details:

Level: Advanced
Format: Multiple-choice/multiple-select questions and scenario-based tasks
Number of Questions: ~40–45 knowledge questions + 6–8 hands-on lab tasks
Time Allotted: 120 minutes
Passing Score: Around 750 (on a 1000-point scale)
Delivery: Online (proctored) or at a Pearson VUE test center
Prerequisites: Strong experience with Tableau Server/Cloud, analytics solutions, and integration in enterprise environments

Key Topics

Gather Requirements for Complex Deployments ( ~15-20% )
Platform Design and Deployment ( ~25-30% )
Monitoring and Maintenance ( ~20-25% )
Best Practices and Optimization ( ~20-25% )

Preparation Resources


Official Training: Explore Tableaus Site Admin and Server Admin learning paths on Trailhead or Tableau eLearning for foundational skills.

Self-Study: Review Tableau documentation, on-the-job experience, and the exam guide. Practice with real-world scenarios like deployments and migrations.

Other Resources: Join the Trailblazer Community for discussions, webinars, and peer support. Watch video tutorials and participate in online forums.

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