Salesforce-Tableau-Architect Exam Questions With Explanations

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Salesforce Salesforce-Tableau-Architect Exam Sample Questions 2025

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Salesforce Spring 25 Release
105 Questions
4.9/5.0

When configuring TabJolt for load testing on Tableau Server, what is an essential step to ensure ac-curate and effective testing results?

A. Installing TabJolt on the same machine as Tableau Server to minimize network latency

B. Setting up TabJolt to test a variety of actions and dashboards, representative of typical user behavior

C. Configuring TabJolt to only test the most resource-intensive dashboards for maximum stress testing

D. Limiting TabJolt testing to periods of low activity on Tableau Server to avoid impacting real users

B.   Setting up TabJolt to test a variety of actions and dashboards, representative of typical user behavior

Explanation:

Why B is Correct?

TabJolt simulates real-world usage to identify performance bottlenecks. Testing diverse actions (e.g., dashboard views, extracts, subscriptions) ensures:

Accurate load modeling: Mimics actual user workflows, not just peak stress.

Balanced resource assessment: Reveals issues across VizQL, Backgrounder, and Data Server processes.

Tableau’s Load Testing Guide emphasizes realistic user simulations.

Why Other Options Are Less Effective?

A. Installing on the same machine: Skews results (avoids network latency, which is part of real-user experience).

C. Testing only heavy dashboards: Overlooks systemic issues (e.g., login storms, concurrent queries).

D. Limiting to low-activity periods: Misses peak-load scenarios critical for capacity planning.

Steps for Effective TabJolt Testing:

Define user personas:

Mix of viewers, creators, and admins.

Script common actions:

Dashboard interactions, extract refreshes, publishes.

Ramp up gradually:

Start with 50 users, scale to expected peak.

Reference:

TabJolt’s GitHub Documentation.

Final Note:

B is the only method reflecting real usage. Options A/C/D distort results or miss critical scenarios. Always validate with production metrics.

A corporation is migrating their Tableau Server from a local identity store to a cloud-based identity provider. What is the most critical step to ensure a smooth transition?

A. Immediately discontinuing the local identity store before the migration

B. Migrating all user data in a single batch to the new identity provider

C. Conducting a phased migration and ensuring synchronization between the old and new identity stores

D. Choosing a cloud-based identity provider without considering its compatibility with Tableau Server

C.   Conducting a phased migration and ensuring synchronization between the old and new identity stores

Explanation:

Why C is Correct?

Phased migration minimizes disruptions by:

Testing groups: Migrate a pilot group first (e.g., IT team) to validate settings.

Parallel sync: Keep both identity stores active temporarily to catch mismatches.

Rollback plan: Revert if issues arise without locking users out.

Tableau’s Identity Migration Guide recommends this approach.

Why Other Options Are Incorrect?

A. Discontinuing local store prematurely Risks stranding users without access.

B. Single-batch migration: High risk of errors (e.g., permission mismatches).

D. Ignoring compatibility: May break SSO or provisioning (e.g., SCIM support).

Key Steps for a Smooth Migration:

Pre-migration:

Audit existing users/groups in the local store.

Confirm the cloud provider supports Tableau’s auth methods (SAML/OIDC/SCIM).

Phased cutover:

Migrate departments incrementally (e.g., Finance → HR → Sales).

Use tsm authentication sync to force permission updates.

Post-migration:

Decommission the local store only after 100% validation.

Reference:

Microsoft’s Hybrid Identity Best Practices.

Final Note:

C is the only method balancing safety and efficiency. Options A/B/D risk outages or security gaps. Always test with non-critical users first.

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?

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

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

Explanation:

Tableau Data Management Add-On for better data preparation and governance The Tableau Data Management Add-On provides tools for effective data preparation and strong data governance, which is crucial for an organization with a large user base to maintain data integrity and compliance. Option A is incorrect as Tableau Bridge focuses on live data connections and not specifically on data management and governance. Option C is incorrect because the Tableau Mobile App Bootcamp is about mobile access, not data governance. Option D is incorrect because while Tableau Prep Conductor is part of the Data Management Add-On, it alone does not cover the full scope of data management and governance needs.

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.

An organization needs to migrate its Tableau Server to a new physical server due to hardware up-grades. What factor should be prioritized to minimize downtime and data loss?

A. Migrating the server during peak business hours to immediately test the performance

B. Planning the migration process with thorough backups and a clear rollback plan

C. Transferring only the most essential dashboards and rebuilding the rest on the new server

D. Changing the underlying database structure during the migration to improve performance

B.   Planning the migration process with thorough backups and a clear rollback plan

Explanation:

Why B is Correct?

Thorough backups ensure no data is lost during migration, while a rollback plan allows quick recovery if issues arise.

Tableau’s Migration Documentation emphasizes backups as the first step.

A staged migration (test → validate → cutover) minimizes downtime by allowing pre-checks.

Why Other Options Are Incorrect?

A. Migrating during peak hours: Increases risk—downtime during high usage disrupts business.

C. Transferring only essential dashboards: Leads to incomplete migration and user disruption.

D. Changing database structure: Introduces unnecessary risk—performance tuning should happen post-migration.

Key Steps for Minimal Downtime:

Back up all content (workbooks, data sources, users).

Test migration in a staging environment.

Schedule cutover during low-traffic periods.

Validate functionality before decommissioning the old server.

Final Note:

B is the only method that balances speed and safety. Never skip backups (risk data loss) or migrate during peak hours (risk downtime).

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