Latest May-2026 Analytics-Admn-201 Dumps PDF And Certification Training [Q12-Q35]

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Latest May-2026 Analytics-Admn-201 Dumps PDF And Certification Training

Check your preparation for Salesforce Analytics-Admn-201 On-Demand Exam

NEW QUESTION # 12
Which three methods should an administrator use to create a Tableau Server group or project? (Choose three.)

  • A. REST API
  • B. tabcmd
  • C. tsm customize
  • D. Tableau Server browser interface

Answer: A,B,D

Explanation:
Tableau Server provides multiple methods to create groups (collections of users) and projects (content containers), catering to UI, CLI, and programmatic needs. Let's dissect each option with depth:
* Option B (Tableau Server browser interface): Correct.
* Groups: Go to Users > Groups > Add Group, name it, and optionally sync with Active Directory.
* Projects: Go to Content > Projects > New Project, set name, description, and permissions.
* Details: The web UI is intuitive, requiring server/site administrator rights. It's ideal for manual, ad-hoc creation with immediate visibility.
* Permissions: For projects, you can set default permissions or lock them here.
* Option C (tabcmd): Correct.
* Groups: tabcmd creategroup "GroupName" creates a local group. Add users with tabcmd addusers "GroupName" --users "user1,user2".
* Projects: tabcmd createproject -n "ProjectName" -d "Description" creates a project.
* Details: tabcmd is a command-line tool for batch operations or scripting (e.g., automating group
/project setup). It requires a server admin login (tabcmd login).
* Limitation: No AD sync via tabcmd-that's UI or REST API territory.
* Option D (REST API): Correct.
* Groups: Use the POST /api/api-version/sites/site-id/groups endpoint with a payload (e.g.,
{"group": {"name": "GroupName"}}). Supports AD import too.
* Projects: Use POST /api/api-version/sites/site-id/projects (e.g., {"project": {"name":
"ProjectName", "description": "Desc"}}).
* Details: The REST API is programmatic, ideal for integration with external systems or bulk automation. Requires authentication via a token and server/site admin rights.
* Power: Offers full control, including nested projects and custom permissions.
* Option A (tsm customize): Incorrect.
* Purpose: tsm customize modifies TSM UI branding (e.g., logos, colors) via commands like tsm customize --logo "path/to/logo.png".
* Why Wrong: It's unrelated to creating groups or projects-it's for cosmetic server configuration, not content/user management.
Why This Matters: Offering UI, CLI, and API options ensures flexibility-manual for small tasks, automation for scale-critical in enterprise deployments.
Reference: Tableau Server Documentation - "Manage Groups" (https://help.tableau.com/current/server/en-us
/groups_create.htm), "Manage Projects" (https://help.tableau.com/current/server/en-us/projects_create.htm),
"tabcmd Commands" (https://help.tableau.com/current/server/en-us/tabcmd_cmd.htm), "REST API Reference" (https://help.tableau.com/current/api/rest_api/en-us/REST/rest_api_ref.htm).


NEW QUESTION # 13
What are two features of the Tableau Server user-based license? (Choose two.)

  • A. Enables distinct user roles
  • B. Restricts the number of machine cores you can deploy
  • C. A subscription license
  • D. A perpetual license

Answer: A,C

Explanation:
Tableau Server's user-based licensing model assigns licenses to individual users (Creator, Explorer, Viewer) rather than machines or cores. Key features include:
* Subscription license: Licenses are typically subscription-based, renewed annually or monthly, aligning with Tableau's pricing model.
* Distinct user roles: It supports three roles (Creator, Explorer, Viewer), each with specific capabilities, enabling granular access control.
* Option A (A subscription license): Correct. User-based licenses are subscription-based by default.
* Option B (Enables distinct user roles): Correct. The model defines Creator, Explorer, and Viewer roles.
* Option C (Restricts the number of machine cores): Incorrect. This applies to core-based licensing, not user-based.
* Option D (A perpetual license): Incorrect. Perpetual licenses were phased out; user-based licenses are subscription-based as of recent models.
Reference: Tableau Server Documentation - "Licensing Overview" (https://help.tableau.com/current/server/en- us/license_usage.htm).


NEW QUESTION # 14
What should you do to disable table recommendations for popular data sources and tables to users?

  • A. Disable the option using the site Settings page
  • B. Publish data sources only to projects with permissions locked to the project
  • C. Use the command: tsm configuration set -k recommendations.enabled -v false
  • D. Disable the option using the server Settings page

Answer: A

Explanation:
Table recommendations in Tableau Server suggest popular tables and data sources to users when they create new content in the web authoring environment. This feature is enabled by default but can be disabled at the site level.
Option A (Disable the option using the site Settings page): Correct. A site administrator can disable table recommendations by navigating to the site's Settings > General page in the Tableau Server web interface and unchecking the option "Enable table recommendations." This prevents users on that site from seeing these suggestions, offering a straightforward UI-based solution.
Option B (Use the command: tsm configuration set -k recommendations.enabled -v false): Incorrect. There is no recommendations.enabled key in the TSM configuration settings. This feature is managed per site, not server-wide via TSM.
Option C (Publish data sources only to projects with permissions locked): Incorrect. Locking permissions restricts access but doesn't disable the recommendation feature itself. Users with access would still see recommendations.
Option D (Disable the option using the server Settings page): Incorrect. Table recommendations are a site- specific setting, not a server-wide setting. The server Settings page (via TSM) controls global configurations, not this feature.
Reference: Tableau Server Documentation - "Manage Site Settings" (https://help.tableau.com/current/server
/en-us/site_settings.htm).


NEW QUESTION # 15
To which site role can you associate the Viewer user-based license level?

  • A. Explorer (can publish)
  • B. Creator
  • C. Explorer
  • D. Viewer

Answer: D

Explanation:
Tableau Server uses a role-based licensing model with three primary license levels: Creator, Explorer, and Viewer. Each license level corresponds to specific site roles that define what users can do on the server.
Viewer License: This is the most restrictive license, allowing users to view and interact with published content (e.g., dashboards and visualizations) but not to create or publish new content.
Site Role: The Viewer license can only be associated with the Viewer site role. This role restricts users to viewing capabilities, aligning with the license's purpose.
Option A (Creator): Incorrect. The Creator license is for users who can create, edit, and publish content using Tableau Desktop and the web interface. It corresponds to the Creator site role, not Viewer.
Option B (Explorer (can publish)): Incorrect. This is a variation of the Explorer license, which allows users to edit and publish content within limits. It's more permissive than Viewer.
Option C (Viewer): Correct. The Viewer site role matches the Viewer license level perfectly.
Option D (Explorer): Incorrect. The Explorer license allows users to explore data and create content in the web interface, exceeding the Viewer license's capabilities.
Reference: Tableau Server Documentation - "User Site Roles and Licenses" (https://help.tableau.com/current
/server/en-us/license_usage.htm).


NEW QUESTION # 16
A user named John publishes a workbook named Sales Quota to a project named Sales. The All Users group has the View and Download Workbook/Save As capabilities only to the Sales project. A user named Sandy has the Explorer (can publish) site role, on the Sales Quota workbook. No other users or groups have permissions to the Sales project. The Sales project is set to Managed by the owner. What are the effective rights for Sandy?

  • A. View and Download Workbook/Save As
  • B. All of the capabilities associated with the Editor rule
  • C. The same rights as John
  • D. No access

Answer: A


NEW QUESTION # 17
What are two intervals when Tableau Server verifies if data conditions for data-driven alerts are true? (Choose two.)

  • A. Every 10 minutes
  • B. Whenever extracts in the related workbook are refreshed
  • C. Every 60 minutes
  • D. Whenever a new extract is published

Answer: B,C

Explanation:
Data-driven alerts notify users when data meets conditions (e.g., sales > $10K). Let's examine when Tableau checks these:
* Alert Mechanics:
* Enabled per site (Settings > General > Data-Driven Alerts).
* Backgrounder evaluates conditions against extract data.
* Check Intervals: Configurable via tsm configuration set -k dataAlerts.checkIntervalInMinutes (default: 60 minutes).
* Refresh Trigger: Also checks post-extract refresh for immediate updates.
* Option A (Every 60 minutes): Correct.
* Details: Default interval-Backgrounder polls every hour to evaluate alert conditions.
* Config: Adjustable (e.g., -v 30 for 30 minutes).
* Option D (Whenever extracts in the related workbook are refreshed): Correct.
* Details: An extract refresh updates the data, triggering an immediate alert check to catch changes promptly.
* Why: Ensures timely notifications without waiting for the next poll.
* Option B (Every 10 minutes): Incorrect.
* Why: Not the default-possible via config, but not standard.
* Option C (Whenever a new extract is published): Incorrect.
* Why: Publishing creates the extract; alerts trigger on refreshes or polling, not initial publication.
Why This Matters: Timing affects alert responsiveness-balancing frequency and server load is key.
Reference: Tableau Server Documentation - "Data-Driven Alerts" (https://help.tableau.com/current/server/en- us/data_alerts.htm).


NEW QUESTION # 18
Which three items can be contained in a project? (Choose three.)

  • A. Workbooks
  • B. Data Sources
  • C. Groups
  • D. Nested Projects

Answer: A,B,D

Explanation:
In Tableau Server, projects are containers for organizing and securing content. They help manage permissions and structure content hierarchically. Let's define what can be contained:
* Workbooks: Visualizations and dashboards published to the Server.
* Data Sources: Published connections or extracts reusable across workbooks.
* Nested Projects: Sub-projects within a parent project, introduced in later versions (e.g., 2018.2) for deeper organization.
* Option B (Workbooks): Correct. Workbooks are the primary content type in projects, containing views and dashboards.
* Option C (Nested Projects): Correct. Nested projects allow hierarchical structuring (e.g., a "Sales" project with "Q1" and "Q2" sub-projects), with inherited or custom permissions.
* Option D (Data Sources): Correct. Published data sources reside in projects, providing reusable data connections.
* Option A (Groups): Incorrect. Groups are collections of users managed at the site or server level, not stored within projects. Projects contain content, not user entities.
Why This Matters: Projects are key to content governance-knowing what they hold helps administrators organize and secure assets effectively.
Reference: Tableau Server Documentation - "Projects" (https://help.tableau.com/current/server/en-us/projects.
htm).


NEW QUESTION # 19
A user receives an error after attempting to run an extract refresh on the Tableau Server. What should you review to identify the cause of the problem?

  • A. The status of the Backgrounder process, as shown by the tsm status -v command
  • B. The UNC path to the extract's data source
  • C. Whether the project permissions are set to Locked to the project
  • D. The Background Tasks for Extracts administrative view on the site status page

Answer: D

Explanation:
When an extract refresh fails on Tableau Server, troubleshooting requires identifying the root cause-e.g., connectivity issues, resource constraints, or configuration errors. The Backgrounder process handles extract refreshes, so it's a key focus, but the best diagnostic tool depends on granularity and context. Let's explore this thoroughly:
* Extract Refresh Process:
* An extract refresh pulls data from a source (e.g., database, file) into a .hyper file stored on Tableau Server.
* The Backgrounder executes these tasks based on schedules or manual triggers.
* Errors could stem from: database connectivity, credentials, file access, resource overload, or task misconfiguration.
* Option B (Background Tasks for Extracts administrative view): Correct. This is the most direct and detailed method:
* Location: In the Tableau Server web UI, go to Server > Status > Background Tasks for Extracts (or site-specific under Site > Status).
* Details Provided:
* Task name, schedule, and workbook/data source.
* Start/end times and status (e.g., Failed, Success).
* Error messages (e.g., "Cannot connect to database," "Permission denied").
* Why It's Best: It pinpoints the exact failure (e.g., "timeout," "invalid credentials") for the specific refresh, offering actionable insights without needing to dig through logs manually. Server or site administrators can access this view to diagnose issues quickly.
* Example: If the error is "Database login failed," you'd check credentials in the data source settings next.
* Option A (Status of the Backgrounder process via tsm status -v): Partially useful but insufficient:
* What It Shows: Running/stopped status of all processes (e.g., "Backgrounder: RUNNING").
* Limitation: It confirms if Backgrounder is operational but doesn't reveal why a specific task failed-no error details or task-level granularity.
* Use Case: If Backgrounder is stopped or crashed, this might indicate a broader issue, but the question implies a single refresh error, not a server-wide failure.
* Option C (The UNC path to the extract's data source): Relevant but secondary:
* Context: If the data source is a file (e.g., CSV on a network share), the UNC path (e.g.,
\\server\share\file.csv) must be accessible.
* Why Not First: The error could be unrelated (e.g., database issue, not file-based). The admin view (B) would reveal if it's a path issue first, guiding you to check the UNC path only if indicated (e.g., "File not found").
* Practical Note: Backgrounder needs share permissions and the Run As account must access it- checking this without context wastes time.
* Option D (Whether project permissions are set to Locked): Unlikely cause:
* Permissions Impact: Locked permissions restrict who can edit/view content, not whether an extract refresh runs-that's tied to the data source's connection settings and Backgrounder execution.
* Exception: If the refresh user lacks "Connect" permission to the data source, it might fail, but this is rare (owner/schedule typically has access). The admin view would flag this.
Why This Matters: The Background Tasks view is Tableau's purpose-built tool for extract diagnostics, saving time and reducing guesswork in production environments.
Reference: Tableau Server Documentation - "Administrative Views: Background Tasks for Extracts" (https://help.tableau.com/current/server/en-us/adminview_background_tasks.htm).


NEW QUESTION # 20
Which two options can be configured by a server administrator per site? (Choose two.)

  • A. Language and locale
  • B. Limitation on number of users
  • C. Ability to embed credentials
  • D. Limitation on storage space

Answer: A,D

Explanation:
Tableau Server supports multi-tenancy via sites, each with customizable settings managed by server or site administrators. Let's analyze what's configurable per site:
* Site Settings: Found in the web UI under Site > Settings > General. Server admins can override site admin settings.
* Option B (Limitation on storage space): Correct.
* Details: Server admins can set a storage quota per site (e.g., 100 GB) to cap disk usage for extracts and workbooks.
* How: In TSM or site settings (if enabled)-e.g., tsm configuration set -k site.storage.quota -v
100000.
* Impact: Prevents one site from monopolizing resources in multi-site deployments.
* Option D (Language and locale): Correct.
* Details: Each site can set its language (e.g., English, French) and locale (e.g., date/number formats).
* How: Site settings UI-e.g., "Language: French, Locale: France."
* Impact: Tailors the user experience per site's audience.
* Option A (Ability to embed credentials): Incorrect.
* Details: Embedding credentials (e.g., in data sources) is a server-wide setting (tsm data-access), not per-site. Site admins can't override it.
* Option C (Limitation on number of users): Incorrect.
* Details: User limits are tied to licenses (server-wide), not configurable per site. Site admins manage user assignments, not quotas.
Why This Matters: Site-specific settings enable tailored governance and resource allocation in multi-tenant environments.
Reference: Tableau Server Documentation - "Site Settings" (https://help.tableau.com/current/server/en-us
/site_settings.htm).


NEW QUESTION # 21
What two events must occur for Tableau Server to recompute queries for a workbook cache after a scheduled refresh? (Choose two.)

  • A. The All Users group has a permission rule allowing access to the workbook
  • B. The workbook was published in the last month
  • C. The workbook has been viewed recently
  • D. The workbook has upcoming scheduled refresh tasks

Answer: C,D

Explanation:
Tableau Server uses caching to speed up workbook loading by storing query results. After a scheduled extract refresh updates the data, the cache may need recomputing-let's dive into the mechanics:
* Caching Basics:
* VizQL Cache: Stores rendered views and query results for faster access.
* Refresh Trigger: A scheduled refresh updates the underlying extract (.hyper), but the cache isn't automatically invalidated-it's demand-driven.
* Recompute Conditions: Tableau recomputes the cache when the workbook is accessed (viewed) and its data has changed (e.g., via refresh).
* Evaluation:
* Option B (The workbook has upcoming scheduled refresh tasks): Correct.
* Why: An upcoming refresh task indicates the workbook relies on an extract with a schedule. After the refresh runs, the data changes, priming the cache for recomputation on next view. Without a schedule, no refresh occurs, so this is a prerequisite.
* Detail: Schedules are set in Schedules > Tasks-e.g., "Daily at 2 AM."
* Option D (The workbook has been viewed recently): Correct.
* Why: Viewing triggers cache recomputation if the data has changed (e.g., post-refresh).
Tableau uses a "lazy caching" model-cache updates only when a user loads the workbook, ensuring fresh results.
* Detail: "Recently" isn't strictly defined but implies post-refresh access.
* Option A (Published in the last month): Incorrect.
* Why: Publish date is irrelevant-cache recomputation ties to data changes and access, not publication timing.
* Option C (All Users group has permission rule allowing access): Incorrect.
* Why: Permissions enable viewing, but recomputation requires actual access (viewing) and a refresh event, not just potential access.
Why This Matters: Caching balances performance and freshness-understanding triggers prevents stale data surprises.
Reference: Tableau Server Documentation - "Caching and Performance" (https://help.tableau.com/current
/server/en-us/perf_cache.htm).


NEW QUESTION # 22
What is the minimum hardware recommendation for a single-node production installation of Tableau Server?

  • A. 2-Core CPU (1.8 GHz or higher), 8 GB RAM, 15 GB free disk space
  • B. 4-Core CPU (2.0 GHz or higher), 16 GB RAM, 50 GB free disk space
  • C. 4-Core CPU (2.0 GHz or higher), 64 GB RAM, 50 GB free disk space
  • D. 8-Core CPU (2.0 GHz or higher), 32 GB RAM, 50 GB free disk space

Answer: D

Explanation:
Tableau Server's minimum hardware recommendations for a production single-node deployment ensure reliable performance for small to medium workloads. As of the latest documentation:
* CPU: 8 cores (2.0 GHz or higher) to handle concurrent users, rendering, and background tasks.
* RAM: 32 GB to support in-memory processing (e.g., VizQL, Data Engine) and caching.
* Disk Space: 50 GB free for installation, logs, extracts, and temporary files.
Let's break it down:
* Option C (8-Core CPU, 32 GB RAM, 50 GB free disk space): Correct. This matches Tableau's official minimum for production:
* 8 cores ensure sufficient parallelism for processes like Backgrounder and VizQL.
* 32 GB RAM supports multiple users and extract refreshes.
* 50 GB disk space accommodates growth (initial install is ~1-2 GB, but logs and extracts expand).
* Option A (4-Core, 16 GB RAM, 50 GB): Incorrect. Too low for production-4 cores and 16 GB RAM are below the threshold for reliable performance under load.
* Option B (2-Core, 8 GB RAM, 15 GB): Incorrect. This is for non-production (e.g., trial) setups, insufficient for production stability.
* Option D (4-Core, 64 GB RAM, 50 GB): Incorrect. 4 cores are inadequate, though 64 GB RAM exceeds the minimum (32 GB).
Why This Matters: Under-spec hardware can lead to slow performance, failed refreshes, or crashes in production-adhering to the minimum ensures stability.
Reference: Tableau Server Documentation - "Minimum Hardware Recommendations" (https://help.tableau.
com/current/server/en-us/requirements.htm).


NEW QUESTION # 23
You install Tableau Server on a server that has four processor cores. How many instances of each Tableau Server process are installed?

  • A. 0
  • B. 1
  • C. 2
  • D. 3

Answer: B

Explanation:
Tableau Server's installer configures process instances based on hardware and deployment type (single-node vs. multi-node). For a single-node installation with 4 cores, we need to consider the default process topology
. Let's break this down exhaustively:
* Key Processes:
* Gateway: Handles incoming requests (1 instance).
* Application Server (VizPortal): Manages UI and sessions (1 instance).
* VizQL Server: Renders visualizations (2 instances).
* Backgrounder: Runs extract refreshes, subscriptions (1 instance).
* Data Server: Manages data connections (1 instance).
* File Store: Stores extracts (1 instance).
* Repository: Metadata database (1 instance, active).
* Cluster Controller, Cache Server, etc.: Supporting processes (typically 1 each).
* Default Configuration:
* On a single-node install, Tableau sets 1 instance per process unless specified otherwise, except for VizQL, which defaults to 2.
* The installer doesn't scale instances linearly with cores (e.g., 4 cores # 4 instances). Post-install, TSM can adjust this (e.g., tsm topology set-process), but the question asks for the installed default.
* Minimum hardware (8 cores, 32 GB RAM) suggests higher defaults, but 4 cores still triggers a minimal setup.
* Option B (1): Correct with Caveat.
* Most processes (e.g., Backgrounder, Gateway, Data Server) default to 1 instance on install, regardless of 4 cores.
* VizQL defaults to 2, but the question's phrasing ("each process") implies a general rule.
Historically (and per docs), 1 is the baseline for most, with VizQL as the exception.
* Interpretation: Assuming "each" means the typical case, 1 fits most processes on a 4-core single- node setup.
* Option A (2): Incorrect. Only VizQL defaults to 2; others don't.
* Option C (8): Incorrect. Far exceeds defaults-8 cores might justify more, but not 4.
* Option D (4): Incorrect. Not tied to core count by default; manual config would be needed.
Why This Matters: Understanding defaults aids capacity planning-4 cores is below production minimum (8), so performance tuning may be needed post-install.
Reference: Tableau Server Documentation - "Server Process Settings" (https://help.tableau.com/current/server
/en-us/processes.htm).


NEW QUESTION # 24
Which three types of data should you backup to ensure that you can restore a Tableau Server? (Choose three.)

  • A. Topology data
  • B. Repository data
  • C. Server secrets and Repository passwords
  • D. Configuration data

Answer: B,C,D

Explanation:
Backing up Tableau Server ensures recovery from failures or migrations. A full backup includes multiple data types-let's dissect this comprehensively:
* Backup Components:
* Repository Data: PostgreSQL database with metadata (users, permissions, workbooks). Backed up via tsm maintenance backup -f <filename>.tsbak.
* Configuration Data: Server settings (e.g., ports, authentication) also in the .tsbak file.
* Server Secrets: Encryption keys, internal tokens, Repository passwords-critical for restoring functionality.
* Extracts: .hyper files in File Store (optional, separate backup).
* Option A (Server secrets and Repository passwords): Correct.
* Details: Includes encryption keys (for extracts), internal tokens (process communication), and Repository credentials. Backed up separately or stored securely (e.g., tsm security export-keys).
* Why Critical: Without these, restored data may be inaccessible or services may fail.
* Option C (Configuration data): Correct.
* Details: Ports, authentication settings, process topology-part of the .tsbak file.
* Why Critical: Restores server behavior and connectivity post-recovery.
* Option D (Repository data): Correct.
* Details: Core metadata database-also in .tsbak.
* Why Critical: Without it, all content and user data is lost.
* Option B (Topology data): Incorrect.
* Details: Topology (process distribution) is part of configuration data in the .tsbak, not a separate entity. It's not distinctly backed up as "topology data." Why This Matters: A complete backup (secrets, config, repository) ensures full restoration-missing any piece risks an unusable server.
Reference: Tableau Server Documentation - "Back Up Tableau Server Data" (https://help.tableau.com/current
/server/en-us/backup_restore.htm).


NEW QUESTION # 25
When you use trusted tickets in Tableau Server, users can:

  • A. Encrypt database connections
  • B. Access embedded views without being prompted for credentials
  • C. Save and edit workbooks
  • D. Embed database credentials

Answer: B

Explanation:
Trusted Tickets is an authentication method in Tableau Server for embedding views in external applications (e.g., portals) without requiring users to log in manually. Here's how it works:
* A trusted application (e.g., a web server) authenticates with Tableau Server using a trusted IP or username/password.
* Tableau Server issues a temporary ticket (a unique string).
* The ticket is embedded in a view URL (e.g., /trusted/<ticket>/views/...), granting access to the view for a short period (configurable, default 5 minutes).
* Option A (Access embedded views without being prompted for credentials): Correct. Trusted tickets enable SSO-like behavior for embedded content, bypassing the login prompt if the ticket is valid. This is ideal for seamless integration into external systems.
* Option B (Encrypt database connections): Incorrect. Encryption is handled by data source configurations (e.g., SSL), not trusted tickets, which focus on user authentication.
* Option C (Save and edit workbooks): Incorrect. Trusted tickets grant view access, not edit permissions-those depend on the user's site role and permissions.
* Option D (Embed database credentials): Incorrect. Trusted tickets authenticate users to Tableau Server, not databases-database credentials are managed separately in the data source.
Why This Matters: Trusted tickets simplify embedding Tableau content securely in custom applications, enhancing user experience.
Reference: Tableau Server Documentation - "Trusted Authentication" (https://help.tableau.com/current/server
/en-us/trusted_auth.htm).


NEW QUESTION # 26
You are the server administrator of a single-node Tableau Server installation. The server hosts five schedules that each execute once a day: Weekday 3:00 PM Extract Refresh, Weekday 5:00 PM Subscription, Weekday
2:00 AM Extract Refresh, Weekday 7:00 AM Extract Refresh, and Weekday 8:00 AM Subscription. The schedules are scheduled to execute during periods when Tableau Server is least active. The busiest period for your server is immediately after the workday begins at 9:00 AM. The office of the CEO reports that every morning at 9:00 AM, they access the views in a particular workbook. The data for these views is refreshed by a task associated with the 7:00 AM schedule. The CEO reports that the data in the views is only being refreshed about 70% of the time. What should you do to attempt to resolve the CEO's problem?

  • A. Set the priority of this task to 1
  • B. Set the default priority of this schedule to 50
  • C. Set the priority for all other tasks to 50
  • D. Set the priority of this task to 100

Answer: A

Explanation:
In Tableau Server, schedules manage tasks like extract refreshes and subscriptions. Each task within a schedule has a priority value (ranging from 1 to 100, where 1 is the highest priority and 100 is the lowest).
Tasks with higher priority (lower numbers) are executed before tasks with lower priority (higher numbers) when queued by the Backgrounder process. If the Backgrounder is overloaded or delayed, lower-priority tasks may not complete on time, leading to inconsistent refreshes.
In this scenario:
The 7:00 AM Extract Refresh task is critical for the CEO's workbook, but the data is only refreshed 70% of the time by 9:00 AM.
The server has a single node, meaning a single Backgrounder process handles all tasks. With five schedules (some overlapping in the early morning), contention or delays could prevent the 7:00 AM task from completing reliably before 9:00 AM.
Option C (Set the priority of this task to 1): Correct. Setting the task priority to 1 ensures it has the highest priority among all queued tasks. This increases the likelihood that the Backgrounder executes it promptly at 7:
00 AM, completing the refresh before the CEO accesses the workbook at 9:00 AM. You can adjust task priority in the Tableau Server web interface under Schedules > Tasks > Edit Priority.
Option A (Set the default priority of this schedule to 50): Incorrect. The default priority for schedules is already 50, and this option refers to the schedule's default, not the specific task. It wouldn't address the contention issue.
Option B (Set the priority for all other tasks to 50): Incorrect. This keeps all tasks at the default priority (50), leaving the 7:00 AM task without a relative advantage. It doesn't prioritize the CEO's task.
Option D (Set the priority of this task to 100): Incorrect. Priority 100 is the lowest, which would deprioritize the task, making the refresh even less reliable.
Reference: Tableau Server Documentation - "Manage Schedules and Tasks" (https://help.tableau.com/current
/server/en-us/schedule_manage.htm).


NEW QUESTION # 27
Which Tableau Server process performs the role of a database for metadata?

  • A. Backgrounder
  • B. Repository
  • C. File Store
  • D. Data Engine

Answer: B

Explanation:
Tableau Server relies on several processes to function, each with a specific role. The Repository process (powered by PostgreSQL) serves as the database for metadata, storing critical information such as:
* User and group details.
* Permissions and site configurations.
* Workbook and data source metadata (e.g., schedules, subscriptions).
* Option B (Repository): Correct. The Repository is the centralized database that holds all metadata, making it the backbone of Tableau Server's content management. There are typically two instances in an HA setup (one active, one passive), monitored by the Cluster Controller.
* Option A (Data Engine): Incorrect. The Data Engine manages in-memory data processing and extract storage (e.g., .hyper files), not metadata. It's separate from the Repository.
* Option C (Backgrounder): Incorrect. The Backgrounder handles background tasks like extract refreshes and subscriptions, but it doesn't store metadata-it interacts with the Repository to retrieve task details.
* Option D (File Store): Incorrect. The File Store manages physical extract files and workbook assets, not metadata, which is stored in the Repository.
Reference: Tableau Server Documentation - "Tableau Server Processes" (https://help.tableau.com/current
/server/en-us/processes.htm).


NEW QUESTION # 28
What is the maximum number of tasks that a single Backgrounder process can execute simultaneously?

  • A. Two
  • B. Three
  • C. Unlimited (based on server resources)
  • D. One

Answer: D

Explanation:
The Backgrounder process in Tableau Server handles tasks like extract refreshes and subscriptions-let's explore its concurrency:
* Backgrounder Behavior:
* Each instance is single-threaded for task execution-one task at a time per Backgrounder.
* Multiple Backgrounders (e.g., in multi-node setups) increase parallelism, but a single Backgrounder is limited to 1 concurrent task.
* Queue: Additional tasks wait in the queue, prioritized by their priority (1-100).
* Option A (One): Correct.
* Details: A single Backgrounder executes one task (e.g., an extract refresh) until completion before starting the next.
* Config: Add more Backgrounders via TSM (tsm topology set-process -n node1 -pr backgrounder
-c 2) for more concurrency.
* Option B (Two): Incorrect.
* Why: Not natively supported-a single Backgrounder doesn't multi-thread tasks.
* Option C (Three): Incorrect.
* Why: Exceeds the single-threaded design.
* Option D (Unlimited): Incorrect.
* Why: Concurrency is fixed at 1 per instance-resources affect queue processing speed, not simultaneous tasks.
Why This Matters: Understanding Backgrounder limits guides scaling-more instances mean more parallel tasks, critical for heavy workloads.
Reference: Tableau Server Documentation - "Backgrounder Process" (https://help.tableau.com/current/server
/en-us/processes.htm#backgrounder).


NEW QUESTION # 29
What two types of users can sign in to Tableau Server and edit the permissions for a workbook in a project, when permissions are NOT set to Locked to the project? (Choose two.)

  • A. Users set to Project Leader for the workbook's project
  • B. Users that have the workbook Interactor role
  • C. Users that have the project and workbook Viewer role
  • D. The workbook's owner

Answer: A,D

Explanation:
Editing permissions on a workbook in Tableau Server depends on the user's role and the project's permission settings. Since permissions are not locked (i.e., "Managed by Owner"), let's dissect who can edit them:
* Permission Model:
* Not Locked: Owners of content (workbooks, data sources) can set permissions, and Project Leaders can override at the project level.
* Site Roles: Define maximum capabilities (e.g., Viewer, Explorer, Creator).
* Capabilities: "Set Permissions" is explicit-only certain users get it.
* Option C (The workbook's owner): Correct.
* Details: The owner (typically the publisher) has full control over their workbook when permissions are Managed by Owner:
* How: In the UI, go to Content > Workbooks > Actions > Permissions-owners can edit rules (e.g., grant Editor to a group).
* Site Role: Minimum of Explorer (can publish) or Creator to publish, ensuring "Set Permissions" capability.
* Why: Ownership inherently includes permission management unless locked.
* Option D (Users set to Project Leader for the workbook's project): Correct.
* Details: Project Leaders are assigned via Content > Projects > Actions > Permissions > Set Project Leader:
* Power: Can edit permissions for all content in the project, even if not the owner.
* Site Role: Requires Site Administrator or Server Administrator (Creator/Explorer variants suffice).
* Why: Overrides ownership in Managed by Owner mode-ensures project-level governance.
* Option A (Users with project and workbook Viewer role): Incorrect.
* Why: Viewer role (site-level) limits users to viewing-lacks "Set Permissions" capability, regardless of project/workbook rules.
* Option B (Users with workbook Interactor role): Incorrect.
* Why: "Interactor" isn't a standard role-likely a misnomer for Explorer or Viewer with interaction permissions (e.g., Filter). No permission-editing rights exist here.
Why This Matters: Knowing who can edit permissions prevents access control gaps-crucial for collaborative or regulated environments.
Reference: Tableau Server Documentation - "Permissions" (https://help.tableau.com/current/server/en-us
/permissions.htm), "Project Leader Permissions" (https://help.tableau.com/current/server/en-us
/permissions_project_leader.htm).


NEW QUESTION # 30
What file format should you use to register Tableau Server from the command line?

  • A. JSON
  • B. YML
  • C. XML
  • D. HTTP

Answer: A

Explanation:
Registering Tableau Server from the command line involves providing configuration details (e.g., identity store, license) via the tsm register command. Let's explore this fully:
* Registration Process:
* Run during initial setup or to update settings (e.g., after changing AD/LDAP config).
* Uses a configuration file to pass parameters to TSM.
* Command: tsm register --file <path-to-file>.
* File Format:
* Tableau Server uses JSON for configuration files in TSM commands like tsm register.
* Example:
json
CollapseWrapCopy
{
"identityStore": {
"type": "local",
"domain": "example.com"
}
}
* JSON is structured, machine-readable, and aligns with Tableau's modern CLI design.
* Option C (JSON): Correct.
* Official format for tsm register, per documentation and practical use.
* Option A (YML): Incorrect.
* While tabsvc.yml exists internally, it's not for registration-tsm register uses JSON.
* Option B (XML): Incorrect.
* Older Tableau configs used XML (e.g., workgroup.yml pre-TSM), but TSM standardized on JSON.
* Option D (HTTP): Incorrect.
* HTTP is a protocol, not a file format-irrelevant here.
Why This Matters: Correct file format ensures seamless registration, avoiding CLI errors in setup or migrations.
Reference: Tableau Server Documentation - "tsm register" (https://help.tableau.com/current/server/en-us
/cli_register.htm).


NEW QUESTION # 31
What command should you run to update the automatically-generated secrets that are created during a Tableau Server installation?

  • A. tsm data-access caching set -r 1
  • B. tsm licenses refresh
  • C. tsm security validate-asset-keys
  • D. tsm security regenerate-internal-tokens

Answer: D

Explanation:
Tableau Server uses internal secrets (tokens) for secure communication between its processes (e.g., Repository, File Store). These are automatically generated during installation and can be regenerated if compromised or for security maintenance. The command to update these is:
* tsm security regenerate-internal-tokens: This regenerates the internal security tokens, ensuring all processes use the new tokens after a restart.
* Option C (tsm security regenerate-internal-tokens): Correct. This is the documented command for updating internal secrets.
* Option A (tsm data-access caching set -r 1): Incorrect. This command configures caching behavior, not security tokens.
* Option B (tsm licenses refresh): Incorrect. This refreshes license data, unrelated to internal secrets.
* Option D (tsm security validate-asset-keys): Incorrect. This validates encryption keys for assets, not internal tokens.
Reference: Tableau Server Documentation - "Regenerate Internal Tokens" (https://help.tableau.com/current
/server/en-us/cli_security.htm#regenerate-internal-tokens).


NEW QUESTION # 32
Which two commands are valid and complete commands? (Choose two.)

  • A. tsm maintenance ziplogs
  • B. tsm maintenance backup
  • C. tsm maintenance cleanup
  • D. tsm maintenance restore

Answer: A,C

Explanation:
TSM commands manage Tableau Server maintenance-let's validate their syntax:
* Command Requirements:
* Some need arguments (e.g., file paths); others are standalone.
* Valid and Complete: Must work as-is without errors.
* Option C (tsm maintenance cleanup): Correct.
* Details: Removes temporary files and old logs-no arguments required (optional flags like -l exist).
* Use: tsm maintenance cleanup-runs fully.
* Option D (tsm maintenance ziplogs): Correct.
* Details: Creates a zip of logs (e.g., tsm-logs.zip)-no arguments needed (optional -d for date range).
* Use: tsm maintenance ziplogs-complete and valid.
* Option A (tsm maintenance backup): Incorrect.
* Why: Requires -f <filename>.tsbak (e.g., tsm maintenance backup -f backup.tsbak)-incomplete without it.
* Option B (tsm maintenance restore): Incorrect.
* Why: Needs -f <filename>.tsbak (e.g., tsm maintenance restore -f backup.tsbak)-not standalone.
Why This Matters: Correct syntax ensures maintenance tasks execute without errors-critical for server health.
Reference: Tableau Server Documentation - "TSM Maintenance Commands" (https://help.tableau.com/current
/server/en-us/cli_maintenance_tsm.htm).


NEW QUESTION # 33
What process decides when a Repository failover is required?

  • A. Backgrounder
  • B. Cluster Controller
  • C. Coordination Service
  • D. Gateway

Answer: B

Explanation:
In a high-availability (HA) Tableau Server setup, the Repository (PostgreSQL) has an active and passive instance. Failover occurs if the active Repository fails. Let's dive into the process:
* HA Setup:
* Two Repository instances across nodes (active/passive).
* Failover switches to the passive instance if the active one becomes unavailable (e.g., crash, network issue).
* Cluster Controller:
* Role: Monitors all processes (e.g., Repository, File Store) across nodes, detecting failures via heartbeats and status checks.
* Failover Decision: If the active Repository stops responding, Cluster Controller initiates failover, promoting the passive instance to active.
* Coordination: Works with Coordination Service (ZooKeeper) to update topology but makes the initial detection call.
* Option A (Cluster Controller): Correct.
* Why: It's the watchdog process, constantly monitoring Repository health and triggering failover when needed.
* Option B (Coordination Service): Incorrect.
* Role: ZooKeeper maintains cluster state and coordinates topology updates post-failover, but doesn't detect the failure-Cluster Controller does.
* Option C (Gateway): Incorrect.
* Role: Routes client requests-unrelated to internal process monitoring or failover.
* Option D (Backgrounder): Incorrect.
* Role: Executes background tasks-no involvement in Repository failover decisions.
Why This Matters: Understanding failover ensures HA reliability-Cluster Controller is the linchpin for resilience.
Reference: Tableau Server Documentation - "High Availability" (https://help.tableau.com/current/server/en-us
/ha.htm).


NEW QUESTION # 34
You have an existing group subscription. You add a user to the group. What statement correctly describes the result?

  • A. The creator of the subscription receives notice of the change and must manually edit the subscription to reflect the new group membership
  • B. The administrator receives a notice to approve or deny adding the user to the subscription
  • C. The subscription will continue to include only the members of the group at the time the subscription was made
  • D. The subscription updates automatically to include the new user

Answer: D

Explanation:
Subscriptions in Tableau Server deliver workbook views to users via email on a schedule. Group subscriptions apply to all group members-let's unpack this:
* Group Subscription Mechanics:
* Created via Workbooks > Actions > Subscribe > Select Group.
* Delivers content to all users in the group at the time the subscription runs (e.g., daily PDF).
* Dynamic: Membership updates (additions/removals) are reflected automatically on the next run.
* Option C (The subscription updates automatically to include the new user): Correct.
* Details: When you add a user to the group (e.g., via Users > Groups > Add Users), Tableau Server's subscription process queries the group's current membership at runtime. The new user receives the subscription on the next scheduled delivery-no manual action needed.
* Example: Group "Sales" has a 9 AM subscription. Add a user at 8 AM-they get the email tomorrow at 9 AM.
* Option A (Admin receives notice to approve/deny): Incorrect.
* Why: No approval workflow exists for group membership changes in subscriptions-it's automatic.
* Option B (Creator must manually edit): Incorrect.
* Why: Subscriptions are tied to the group, not a static user list-manual edits aren't required for membership changes.
* Option D (Only members at creation time): Incorrect.
* Why: This would be true for individual subscriptions (static list), but group subscriptions are dynamic.
Why This Matters: Dynamic group subscriptions streamline content delivery as teams evolve, reducing admin overhead.
Reference: Tableau Server Documentation - "Manage Subscriptions" (https://help.tableau.com/current/server
/en-us/subscribe.htm).


NEW QUESTION # 35
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Salesforce Analytics-Admn-201 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Connecting to and Preparing Data: This section of the exam measures the skills of Tableau Administrators and covers the basic understanding of Tableau Server’s interface, navigation, and overall topology. Candidates are expected to recognize both client and server components, understand how these interact, and know where to find information about versions, releases, and updates. It also focuses on system requirements, including hardware, operating systems, browsers, email configurations, cloud considerations, and licensing models. Additionally, it examines knowledge of server processes, data source types, network infrastructure, and ports needed for a stable deployment.
Topic 2
  • Migration & Upgrade: This section of the exam measures the skills of System Engineers and covers the process of upgrading and migrating Tableau Server environments. Candidates should understand how to carry out clean reinstalls, migrate servers to new hardware, and maintain backward compatibility during the process.
Topic 3
  • Administration: This section of the exam measures the skills of Tableau Administrators and covers the day-to-day tasks of maintaining Tableau Server. Candidates should understand how to create and manage schedules, subscriptions, backups, and restores, as well as how to use tools such as TSM, Tabcmd, and REST API. It emphasizes monitoring, server analysis, log file usage, and embedding practices. It also includes managing projects, sites, and nested structures, while contrasting end-user and administrator abilities. Knowledge of publishing, web authoring, sharing views, caching, and data source certification is also tested.
Topic 4
  • Installation and Configuration: This section of the exam measures the skills of Server Engineers and covers the process of installing Tableau Server, understanding installation paths, identity store options, SSO integrations, SSL setup, and silent installs. Candidates also need to demonstrate the ability to configure Tableau Server by setting cache, distributing processes, customizing sites, and configuring user quotas. It further includes adding users, managing their roles and permissions, and applying Tableau’s security model at different levels from sites to workbooks.
Topic 5
  • Troubleshooting: This section of the exam measures the skills of Support Specialists and covers resolving common Tableau Server issues. Candidates must know how to reset accounts, package logs, validate site resources, rebuild search indexes, and use analysis reports. It also includes understanding the role of browser cookies and creating support requests when needed.

 

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