DRAG DROP (Drag and Drop is not supported)
Drag and drop the descriptions from the left onto the related OAuth-defined roles on the right.
Select and Place:

See Explanation section for answer.

Answer(s): A

Explanation:

Show Answer Next Question

QUESTION: 66

Refer to the exhibit. This cURL POST request creates an OAuth access token for authentication with FDM API requests.

What is the purpose of the file “@token_data” that cURL is handling?

This file is given as input to store the access token received from FDM.
This file is used to send authentication-related headers.
This file contains raw data that is needed for token authentication.
This file is a container to log possible error responses in the request.

Answer(s): C

Show Answer Next Question

QUESTION: 67

What is the result of a successful OAuth2 authorization grant flow?

The third-party service is provided with a token that allows actions to be performed.
The user has the application rights that correspond to the user's role within the application's database.
The application is provided with a token that allows actions on services on the user's behalf.
The user has administrative rights to the application's backend services.

Answer(s): C

Show Answer Next Question

QUESTION: 68

In the three-legged OAuth2 process, after the authorization server presents a form to the resource owner to grant access, what is the next step?

The resource owner authenticates and optionally authorizes with the authorization server.
The user who owns the resource initiates a request to the OAuth client.
If the resource owner allows access, the authorization server sends the OAuth client a redirection.
A form to allow or restrict access is submitted by the owner of the resource.

Answer(s): D

Show Answer Next Question

QUESTION: 69

Which OAuth mechanism enables clients to continue to have an active access token without further interaction from the user?

refresh grant
JWT
password grant
preshared key

Answer(s): A

Show Answer Next Question

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350-901 AI Verifications

Alex on: March 02, 2025
Great material
UNITED KINGDOM

MultiCloud_Mo on: April 15, 2026
Spent weeks on brain dumps and just managed to pass this exam. It was very hard and teh stress was real.
Sri Lanka

nour_it_jo on: April 25, 2026
The exam dumps were my last resort after struggling with this exam for weeks. Real exam questions were very hard and the AI Assistant only helped a bit.
Qatar

RetakeKing2025 on: June 12, 2026
Underestimated this exam and ended up grinding throgh countless exam dumps just to pass. The real exam questions were very hard but the AI Assistant helped in the end.
Argentina

mark_passed_aws on: June 13, 2026
Real exm questions were harder than expected so I finally resorted to braindumps after exhausting other resources. Now the stress is over and I am relieved.
UAE

AnsibleAndy on: March 30, 2026
Spent weeks trying to crack this exam with real exam questions and braindumps but it was still very hard. The AI Assistant was a bit of help but overall it took a lot out of me.
Spain

t1_support_guy on: May 22, 2026
Spent weeks on the exam dumps but it was still a very hard exam. Just cleared the exam because the real exam questions were tricky and stressful.
Nigeria

Jessica on: June 09, 2026
It's really good to have free practice test questions that boosts learning and exam preparation. Thanks a ton!
Jodhpur, India

upskill_or_bust on: April 24, 2026
Spent weeks studying but this exam felt very hard until I turned to braindumps. Passed it only after using real exam questions to get over the tricky parts.
Colombia

RetakeKing2025 on: April 24, 2026
Two attempts and barely made it through this exam with brain dumps and some stressful nights. The AI Assistant helped a bit but the exam was very hard.
United States

5igma_s on: June 06, 2026
Passed it after weeks of stress using teh brain dumps and the AI Assistant because this exam was very hard.
Bangladesh

haruto_devops on: April 18, 2026
Assumed this exam would be simple but ended up grinding through countless braindumps to finally make it. The AI Assistant helped with breaking down the real exam questions but it was still a very hard journey.
Brazil

finn_k8s on: June 19, 2026
Underestimated this exam and had to spend ages grinding through countless exam dumps. Managed to pass only because of the real exam questions added in there.
Lebanon

linuxlover99 on: May 08, 2026
Failed two times and teh exam dumps finally made the difference. The AI Assistant was only helpful for very hard parts of this exam.
Egypt

flashcard_fanatic on: April 23, 2026
Really underestimated this exam and had to grind hard with braindumps till my brain nearly fried. The real exam questions were challenging but the dumps eventually paid off.
New Zealand

LinuxPlus_Len on: June 03, 2026
Passed it after weeks of stress and hours with brain dumps. Real exam questions were tough and the AI Assistant was helpful but the exam was still very hard.
Kenya

TechNerd92 on: May 05, 2026
Spent weeks diving into braindumps and still found the exam very hard. Without real exam questions in the dumps I would still be at square one.
Thailand

gita_dataeng on: March 31, 2026
This exam felt very hard but the exam dumps really helped me understand what to expect. Couldn't have cleared it without using those real exam questions.
Germany

SecOpsGuy on: June 18, 2026
The exam dumps didn't quite cover the tricky questions. Those real exam questions caught me off guard and left me exhausted.
Vietnam

CramSession_Pro on: July 05, 2026
The exam was very hard and the real exam quetions were not what I expected at all. Spent hours with brain dumps and still struggled.
Sweden

TestDayJitters on: May 18, 2026
Really thought I might not pass this exam since it's very hard but the braindumps and the AI Assistant helped more than I expected.
Ireland

sysadmin_bob on: April 12, 2026
Took two attempts to pass this exam and used brain dumps a lot. Real exam quetions were very hard and stressed me out more than expected.
Saudi Arabia

NoSleepNoCert on: April 24, 2026
teh exam dumps were a last resort for this very hard test and the real exam questions were just as tough. Finally passed after a grueling study period with the AI Assistant lending a hand.
UAE

WhyCertify_lol on: May 16, 2026
Real exam questions caught me off guard and it took all my energy to get through this exam. The exam dumps helped but it was still very hard to pass.
Kenya

dan_the_admin on: April 20, 2026
Just cleared the exam thanks to braindumps adn the AI Assistant but it was very hard. I wasn't sure I would pass at all.
Finland

pivot_to_cloud_p on: March 23, 2026
Spent weeks on this exm and resorted to braindumps in the end due to how very hard it was. The AI Assistant helped with real exam questions though the whole process was still draining.
France

chris_infosec on: June 27, 2026
Finally done with this exam after struggling through challenging material and brain dumps. Those real exam questions seem endless sometimes.
Portugal

failedOnce_Mike on: June 03, 2026
This exam was very hard and the brain dumps didn't cover everything. The AI Assistant helped a bit but the real exam questions were much tougher than expected.
Taiwan

felix_linuxpro on: May 28, 2026
Underestimated the exam and spent late nights with braindumps. Real exam questions were tougher than expected.
UAE

SplunkSam on: April 28, 2026
Spent weeks trying to tackle this challenging exam and finally turned to exam dumps and the AI Assistant. Real exam questions were tougher than anticipated but managed to pass eventually.
Australia

CertStack_2026 on: April 29, 2026
Spent weeks on this challenging exam and resorted to using brain dumps. The real exam questions were tough but the dumps offered some relief.
Czech Republic

ServerlessSid on: April 12, 2026
Spent too many hours on this exam and the exam dumps helped with those very hard questions. Managed to get through but the brain dumps were definately needed.
Spain

anya_cloudarch on: May 10, 2026
Real exam quetions caught me off guard and the braindumps were only somewhat helpful for this challenging exam. The AI Assistant filled in some gaps but it was a stressful experience overall.
Malaysia

JustPassedBro on: June 01, 2026
The brain dumps were a relief but this exam was still very hard. Very stressful trying to find real exam questions that aligned.
Kenya

kate_secplus on: June 23, 2026
Underestimated this exam at first and had to grind through countless brain dumps to finally pass it. The exam turned out to be very hard even with the supposed real exam questions.
Canada

StudyBuddy_Raj on: June 01, 2026
Three weeks of studying for this exam and teh braindumps did not match the real exam questions. Very hard and caught me off guard.
United States

OracleCert_V on: May 08, 2026
Three weeks of cramming exam dumps got me through this very hard exam. Could not have passed it without the real exam questions.
Malaysia

omar_itpro on: May 02, 2026
Finally done with this exam using exam dumps but it was very hard and really pushed my limits.
Thailand

jason_helpdesk on: April 17, 2026
Three weeks of studying and teh real exam questions made it very hard. The exam dumps were the only thing that got me through.
France

yaml_yak on: June 25, 2026
Spent weeks trying to understand GitHub Actions as this exam was very hard. teh exam dumps were a relief in tackling the real exam questions.
United States

devops_owl on: June 15, 2026
Taking this exam was a real challenge but the braindumps helped a lot. Barely passed after several stressful weeks.
Chile

commute_studier on: June 16, 2026
Spent weeks trying to understand the challenging exam content but the exam dumps really helped. The real exam questions were very hard without them.
Vietnam

raj_cloudguru on: April 25, 2026
Spent weeks going through braindumps and still found the exam very hard. The real exam questions were a beast but dumps helped.
Australia

CloseEnoughPass on: June 28, 2026
Spent weeks on braindumps but the real exam questions were very hard and caught me off guard. Passed it but only after relying heavily on the AI Assistant to make sense of the trickier parts.
United States

OneMoreRetake on: May 31, 2026
Passed it but this exam was harder than I thought and teh real exam questions were nothing like the dumps I used.
Greece

JustPassedBro on: June 05, 2026
Took two attempts to pass this exam and honestly the braindumps were my last resort. The real exam questions were very hard and the stress was unreal.
Mexico

devops_owl on: May 28, 2026
Passed it by the skin of my teeth with the help of brain dumps since this exam was very hard. The AI Assistant mocked some real exam questions but I barely scraped through.
Philippines

NightOwlCerts on: May 15, 2026
Spent weeks on this exam and the brain dumps were crucial to finally passing it.
Thailand

VMware_Vince on: May 30, 2026
Underestimated this exam and had to grind through tons of braindumps. Finally got past those real exam questions.
Belgium

t1_support_guy on: April 16, 2026
The real exam questions were very hard and even some brain dumps didn't cover what I faced. Thought I was ready but this exam was challenging in ways I didn't expect.
Czech Republic

AI Explanation - verified by User2971 on: June 26, 2026
Question 51:
The correct answer is D) BFD.
Explanation:

BFD (Bidirectional Forwarding Detection) is used in Cisco SD-WAN to rapidly detect failures on underlay links and to monitor link health metrics that influence path selection and overall link quality.

IPsec is the encryption protocol for secure tunnels, not a link-quality monitor.

OMP (Overlay Management Protocol) handles the SD-WAN control plane, policy distribution, and topology rather than measuring physical/link quality.

RSVP is a routing/TE protocol and is not used for measuring SD-WAN link quality.

So, BFD is the protocol that enables fast failure detection and quality assessment that SD-WAN uses to gauge link quality.
Plano, United States

AI Explanation - verified by tjgalti on: July 05, 2026
Question 30:

Correct concept: Use a packet-filter to block traffic from the offending IP to the configuration utility, without impacting other users.

Why D (Packet Filter) is appropriate:

- Packet filters can block traffic based on source IP, destination port, and protocol. - You can drop only the admin/configuration access path (e.g., management port on the Self IP) for that one IP, leaving all other admin/users untouched.

Why not the others:

- SSH: Not targeted to the config utility specifically and would affect SSH access broadly. - IP allow list: Forcing an allow-list would restrict access to many legitimate admins and is not scalable for just one bad IP. - Port lockdown: Global port control, not IP-specific; could disrupt legitimate admin traffic. - Device trust: Not a mechanism for blocking by source IP.

Quick approach (conceptual):

- Identify the unwanted source IP. - Create a Packet Filter that matches src IP = bad IP (and the management port/protocol) and set action to drop. - Attach/apply it so only management traffic from that IP is blocked, preserving access for others.
Thalwil, Switzerland

AI Explanation - verified by User7945 on: June 07, 2026
Question 7:
Question 7 asks which Azure web tier to host 10 web apps with specific constraints. The stated answer is A: Standard.
Why Standard fits (brief reasoning):

Excludes Free and Shared: both use shared compute and do not meet “dedicated compute” and likely not all requirements (custom domains, load balancing, storage).

Basic can provide dedicated compute and custom domains, but has limited scale/storage compared to Standard (e.g., fewer instances and smaller storage quotas). With 10 apps each needing 10 GB, Basic may not meet storage/scale needs.

Standard offers more robust compute (more instances), built-in load balancing, and higher storage quotas, which aligns with hosting multiple apps with custom domains and the required storage, at a lower cost than Premium.

Important caveat:

If you truly need strict per-app isolation (one dedicated instance per app), you’d typically use separate App Service Plans per app (potentially Basic or Standard), which increases cost. The exam question often treats “dedicated compute” at the plan level rather than per app, so Standard is considered the minimal tier meeting all listed requirements.

Hyderabad, India

AI Explanation - verified by User6895 on: June 24, 2026
Question 41:
Pregunta 41 pregunta qué servicio de Azure puede usar el modelo preconstruido de recibos en Azure AI Document Intelligence.
Respuesta y explicación:

Respuesta correcta: Azure AI Foundry (A).

Por qué: Los modelos preconstruidos de Azure AI Document Intelligence (como el de Recibos) son accesibles e integrados dentro del portal de Azure AI Foundry. Desde Foundry, puedes usar el tile “Vision + Document”, seleccionar el modelo “Receipts” y ejecutar el análisis sobre una imagen de recibo para extraer datos como el nombre del comerciante, fechas y artículos.

Cómo funciona en la práctica:

1) Abre el portal de Azure AI Foundry. 2) Haz clic en Vision + Document. 3) Elige Receipts (modelo preconstruido). 4) Sube una imagen de recibo y ejecuta el análisis. 5) Obtén datos extraídos (p. ej., merchant name, date, line items).
Por qué las otras opciones no son correctas:

Azure Machine Learning: orientado a entrenamiento y despliegue de modelos personalizados, no específicamente a usar modelos preconstruidos de documentos.

Azure AI Vision: enfocado en análisis de imágenes generales, no específicamente en la extracción estructurada de recibos mediante un modelo preconstruido.

Azure AI Custom Vision: para clasificación/detección de imágenes con entrenamiento personalizado; no proporciona el modelo de recibos preconstruido de Document Intelligence.

Madrid, Spain

AI Explanation - verified by User7097 on: June 24, 2026
Question 1:
Here’s how to think about Question 1.

It’s about group-based licensing in Azure AD. An Office 365 Enterprise E5 license can be assigned to a group, and every member of that group gets the license.

The key rule you need from the exam objective: licenses can be assigned to security groups. Other group types (like some distribution groups or Microsoft 365 groups) aren’t typically eligible for direct license assignment.

So, to answer, you look at the table and determine which groups are security groups. Those are the ones you can license directly. If all listed groups are security groups, you can assign the license to all of them.

If some groups aren’t security groups, they wouldn’t receive the license directly; you’d only license the security groups.

Answer in the bank (B: all five groups) presumes all five groups are security groups. In practice, verify each group’s type in the Azure AD portal (Licenses > select license > Assign groups) to confirm eligibility.
Gurugram, India

AI Explanation - verified by User8699 on: June 16, 2026
Question 14:
Here’s how to think about Question 14 and why these permissions meet the requirements.

What you want to allow:

- Developers can deploy items to Development and Test workspaces. - Developers cannot deploy to Production. - Developers can view items in Production. - Least privilege.

The three permissions that fit:

- Admin access to the deployment pipeline (B): Grants the necessary control to manage the deployment pipeline itself. This helps developers participate in deployments without granting broad workspace rights. - Contributor access to the Development and Test workspaces (E): Allows deploying items into Development and Test, fulfilling the deployment capability requirement. - Viewer access to the Production workspace (D): Lets developers view Production content without giving them deploy rights to Production.
Why not the others:

Build permission to the production semantic models (A) would enable deploying to Production, violating the “no Production deployments” rule.

Viewer access to Development and Test (C) is not needed for deployment to those stages.

Contributor access to Production (F) would enable deployments to Production, again violating the requirement.

Note: The answer key on the page shows B and E, but logically you also need D to satisfy “view items in Production.” If you want, I can walk through how to configure these in the Fabric deployment pipelines UI.
Medellín, Colombia

AI Explanation - verified by guilherme-rps on: July 01, 2026
Question 22:
The correct choice is B (AAA).

What RADIUS does: Provides Authentication, Authorization, and Accounting (AAA) for centralized access control to network resources (VPNs, wireless, switches, etc.).

Why this fits:

- Authentication verifies user identity. - Authorization determines what the user is allowed to do. - Accounting logs the user’s session data (start/stop times, duration, resources used).

Why the others are incorrect:

- A) CIA are broad security objectives (confidentiality, integrity, availability), not specifically implemented by RADIUS. - C) ACLs are per-device access filters, not a centralized AAA service. - D) PEM refers to Privacy-Enhanced Mail or certificate formats, not a RADIUS AAA solution.

Quick example: A user connects to the corporate Wi-Fi; RADIUS authenticates credentials, authorizes access rights, and logs the session for accounting.

Santos, Brazil

AI Explanation - verified by User9389 on: June 08, 2026
Question 136:
The correct answer is B: Evaluate and understand the cause of the conflict.
Why:

The situation involves a boundary dispute about which scope items belong to global vs local teams. The first step is to understand why this conflict is happening (root cause) before taking action.

How to proceed:

Talk with both local and global team representatives to gather facts.

Review the project’s scope management plan, especially the boundary definitions and the RACI (roles and responsibilities).

Check backlog ownership and any recent change requests that might have shifted ownership.

Facilitate a brief discussion to re-clarify boundaries and agree on who handles which items; use change control if scope ownership needs adjustment.

What the other options miss:

A (Assess capacity) doesn’t address why the delegation requests are occurring.

C (Escalate to sponsor) is premature if the root cause can be resolved at the team level.

D (Reject workload to global team) ignores the underlying cause and friction.

Bottom line: Understanding the root cause aligns teams with defined scope ownership and prevents repeating the conflict. If you’d like, I can outline a quick root-cause checklist you can use in the next meeting.
Petaling Jaya, Malaysia

AI Explanation - verified by User3515 on: July 03, 2026
Question 9:
Question 9 asks which segments can be refreshed manually via Actions. The correct choices are:

Filtered Data Extension (B)

- This is a data extension created by applying a filter. You can manually re-run the filter by using the Refresh action to update its contents.

Filtered Group (D)

- This is a group in Contact Builder defined by a filter. You can refresh the group to re-evaluate membership.
Why the others aren’t correct:

Random Group (A) isn’t typically refreshed via an Actions option; it’s a generated grouping and isn’t refreshed like a filter-based segment.

Standard Data Extension populated by a Query (C) is populated by a SQL Query (via Automation). It isn’t refreshed via a simple Actions menu; you re-run the query/automation to update it.

In short, both Filtered Data Extensions and Filtered Groups support manual refresh to update their membership.
Pune, India

AI Explanation - verified by martinivanov77 on: June 12, 2026
the answer should be B
You're right to question it. The correct answer is B.
Why:

With a contract dispute about closure and incomplete records, the PM should bring together the project team, sponsor, and client to decide what additional work is needed to close and to document it (often in lessons learned). This aligns with formal closure + stakeholder alignment.

A (seek legal advice) is not the immediate step; it’s a potential escalation if no agreement can be reached.

C (close and hand over) is inappropriate while the client disputes closure.

D (lessons learned workshop) is useful later but doesn’t resolve the immediate closure issue.

In short: hold a meeting with the project team, sponsor, and client to agree on the remaining work to close and capture it in lessons learned.
Stara Zagora, Bulgaria

AI Explanation - verified by User6170 on: June 16, 2026
Question 53:

Answer: C

Why: The scenario describes BYOD (employees using personal devices). The correct stance is that the company may not own the device, but it is responsible for protecting the business data on any device used for work. This aligns with data-protection principles that data remains the company’s responsibility regardless of device ownership, so appropriate controls (e.g., encryption, access controls) should be applied to protect that data.

Why the others are weaker:

- A downplays increased risk from BYOD, which isn’t consistent with risk-based security. - B suggests the company always owns the device, which isn’t realistic in BYOD contexts. - D suggests reducing BYOD, which isn’t a proactive data-protection approach.
Curitiba, Brazil

AI Explanation - verified by User3233 on: June 24, 2026
Question 17:
Here’s a focused explanation of Question 17.

Scenario recap: You’re building a web app that serves streaming video, uses CI/CD, and you want high availability, a smooth streaming experience, and data stored close to users. The proposed solution is to include the use of Azure Redis Cache in the design. The question asks if this solution meets the goal (Yes/No).

What Redis Cache does: It provides fast in-memory caching to improve performance and reduce latency for frequently accessed data.

Why this alone doesn’t meet the goal:

- High availability across regions and constant streaming quality require more than a regional cache. You typically need global delivery and failover mechanisms, not just a cache. - Storing data “nearest to the user” suggests geo-distributed storage or a content delivery approach. A cache by itself does not guarantee locality or multi-region data freshness. - For streaming and global users, CDN or edge services (and possibly multi-region storage) are the standard approach to ensure low latency and availability.

Conclusion: The solution does not meet the goal. The correct answer is B (No). For global performance, you’d combine CDNs, global load balancing (e.g., Front Door/Traffic Manager), and geo-distributed storage rather than relying solely on a single regional cache.

Melissa, United States

AI Explanation - verified by m.dasharatham on: June 10, 2026
Question 104:
For question Q104, you should select:

Box 1: Field security profile

- Rationale: Use field-level security to control access to sensitive fields like an employee’s employment status. This ensures only designated roles (e.g., the HR manager) can edit that field.

Box 2: Compliance policy (Intune) with Conditional Access

- Rationale: Use device compliance policies to enforce only approved device types can access the solution and data. When combined with Conditional Access, it blocks access from noncompliant or unapproved devices.
Hyderabad, India

AI Explanation - verified by User8785 on: June 23, 2026
Question 45:
Question 45 asks which AWS Cloud Adoption Framework (AWS CAF) capability belongs to the people perspective.

Correct answer: Cloud fluency (option C).

Why:

The People perspective in AWS CAF covers the workforce, including skills development, organizational change readiness, and cloud literacy. “Cloud fluency” describes the staff’s ability to understand and use cloud concepts, which fits this perspective.

The other options don’t belong to the People view:

- Data architecture aligns more with Platform/Data/Analytics aspects. - Event management is part of Operations or Governance/Incident response. - Strategic partnership is a Business/Governance/partnership concern, not a people capability.
Tip: When mapping CAF capabilities to perspectives, think:

People = skills, culture, readiness (cloud fluency)

Business = value, strategy

Governance = policies, risk

Platform = infrastructure, architecture

Security = risk management

Operations = runbooks, incident response

Braga, Portugal

AI Explanation - verified by User2971 on: June 26, 2026
Question 33:
The correct answer is A: The access point is part of the fabric overlay.
Reason:

In Cisco SD-Access, the fabric overlay is the logical network that provides segmentation and mobility. Access points that are part of the wireless fabric are fabric-enabled and join the overlay, carrying user traffic through the fabric.

The Wireless LAN Controller (WLC) and the wired underlay infrastructure are not considered part of the overlay itself; they support and transport traffic but aren’t fabric nodes in the same way as fabric-enabled APs.

The wireless client traffic is ultimately encapsulated and forwarded by the AP into the fabric, but the client itself is not a fabric node in the same sense as an AP participating in the overlay.

So, the key point: APs are fabric overlay members; WLC/underlay are not considered overlay participants. If you want, I can walk through how APs are configured as fabric-enabled devices.
Plano, United States

AI Explanation - verified by User9846 on: June 24, 2026
Question 20:
Answer: A (Dynamic Delivery)

Why this fits: The goal is faster message delivery while still scanning attachments for malware. Dynamic Delivery delivers the email immediately with a placeholder for attachments, while the attachments are scanned in the background.

How it works with security: If malware is found during the background scan, the policy can block the attachment (per Defender for Office 365 Safe Attachments rules). This preserves security without delaying initial delivery.

How it compares to other modes:

- Block: delays delivery until scanning completes (higher latency). - Replace: replaces attachments with a placeholder or warning, which can still impact user experience and doesn’t optimize initial delivery as well as Dynamic Delivery.

Where to configure: In Defender for Office 365 Safe Attachments policy, set the Delivery mode to Dynamic Delivery.

Medellín, Colombia

AI Explanation - verified by User2971 on: June 26, 2026
Question 98:
For question 98, the correct choice is C.
Why C works:

The interface must be bound to the same VRF as the destination network. Here, the server 172.16.0.1 sits in VRF Bank, so the R1 interface should be in vrf forwarding bank.

The OSPF process that runs for that VRF must also be in VRF Bank: router ospf 44 vrf bank.

Use a network statement that covers 172.16.0.0/16 inside that VRF: network 172.16.0.0 0.0.255.255 area 0. The wildcard mask 0.0.255.255 matches 172.16.0.0–172.16.255.255, aligning with the /16 subnet you’re using (255.255.0.0 on the interface).

Why the other options are incorrect:

A: The interface isn’t bound to VRF Bank, so OSPF in VRF Bank wouldn’t see it.

B and D: Bind the interface or OSPF to a different VRF (Hotel), which would prevent reachability to the bank’s server.

The combination in C ensures the interface is in VRF Bank and advertises the 172.16.0.0/16 route within that VRF.

Plano, United States

AI Explanation - verified by User1253 on: July 06, 2026
Question 8:
Question 8 asks which rollout strategy best minimizes business downtime when implementing a month-end processing system.
Key options:

Cutover (big bang): switch from old to new in one go; typically causes significant downtime during the switch.

Phased: roll out in stages; downtime is reduced per phase but the total deployment may take longer and complicates integration.

Pilot: deploy to a limited area first; reduces risk but not necessarily the widest downtime impact.

Parallel: run old and new systems side by side for a period; downtime is minimized because business operations can continue on the old system while the new is tested and reconciled.

Why Parallel is best here:

It allows continuous operation during the transition (no single cutover downtime).

Problems can be resolved without halting business processes.

Data reconciliation can occur while both systems run.

Trade-offs: higher cost and effort to maintain two systems temporarily.
Answer: D: Parallel.
Kolkata, India

AI Explanation - verified by User8575 on: July 04, 2026
Question 163:
Question 163 asks about the responsibilities of Snowflake’s Cloud Service layer (the control plane). The correct choices are A, B, D:

A. Authentication – Cloud Services handles user authentication and session management.

B. Resource management – It manages resource provisioning, concurrency, and coordination across warehouses.

D. Query parsing and optimization – The Cloud Service layer parses SQL and builds execution plans.

Why the others are not part of Cloud Services:

C. Virtual warehouse caching – Caching happens in the compute/virtual warehouse layer.

E. Query execution – Actual query execution is performed by the virtual warehouses (compute layer).

F. Physical storage of micro-partitions – Storage layer holds data; Cloud Services does not store data.

Big picture: Cloud Services is the control plane that coordinates authentication, metadata, access control, resource management, and query planning/optimization. The compute layer (virtual warehouses) executes the plans, and the storage layer holds the data.
Indore, India

AI Explanation - verified by User4554 on: June 19, 2026
Question 8:

Answer: B) Problem management

Why: Problem management handles the lifecycle of problems, including root-cause analysis and permanent fixes to prevent recurrence. If vulnerabilities are discovered after go-live, they’re problems that need investigation and remediation, not just a one-off change or a user service request.

How it differs from the others:

- Change control: manages approval and coordination of changes to implement fixes (but the core practice for handling the post-live vulnerability is problem management). - Service level management: focuses on ensuring services meet agreed performance and quality levels. - Service desk / Service request management: handles user requests and single incidents, not the root-cause analysis of underlying vulnerabilities.

In short, post-go-live vulnerabilities are addressed primarily by problem management, with fixes potentially moving into changes through the Change Control process.

Kuala Lumpur, Malaysia

AI Explanation - verified by User7592 on: June 17, 2026
Question 2:
Correct answer: Read-only geo-redundant storage (RA-GRS).
Explanation:

Data must be stored on multiple nodes: both GRS and RA-GRS replicate to multiple nodes in the primary region.

Data must be in separate geographic locations: RA-GRS replicates to a secondary region, meeting cross-region durability.

Data can be read from the secondary location as well as the primary: RA-GRS enables read access to the data in the secondary region (this is the key feature that differentiates RA-GRS from standard GRS).

Notes:

RA-GRS is an opt-in feature and requires the storage account to be geo-replicated.

Other options:

- Geo-redundant storage (GRS) replicates cross-region but does not provide read access to the secondary by default. - Zone-redundant storage (ZRS) stays within a single region across zones. - Locally redundant storage (LRS) stays in a single location.
Mumbai, India

AI Explanation - verified by beehibbler on: June 22, 2026
Question 400:
Question 400 correct answer: SLE

Why: Single Loss Expectancy (SLE) represents the monetary loss expected from a single cybersecurity incident. It answers “what is the impact of one incident?”

How it’s used: SLE = Asset Value × Exposure Factor (the portion of the asset that is actually lost).

Related concepts:

- ALE (Annualized Loss Expectancy) = SLE × ARO (frequency of incidents per year) — used for annual risk. - ARO is the rate of occurrence of incidents; not per-incident impact. - SLA is a service level agreement, not an impact metric.

Example: If asset value is $100,000 and exposure factor is 0.4, SLE = $40,000 per incident. If ARO is 3 per year, ALE = $120,000/year.

Jacksonville, United States

AI Explanation - verified by User3059 on: June 28, 2026
Question 4:
Here’s how to understand Question 4.

Correct answer: C — Enable Aurora Auto Scaling for Aurora Replicas. Use an Application Load Balancer (ALB) with the round-robin routing algorithm and sticky sessions enabled.

Why this is the best fit:

Aurora scaling: The requirement is to scale the application and database tiers. Aurora can scale reads by automatically adding/removing read replicas (Aurora Replicas) via Auto Scaling. Writes are handled by the primary writer node; there isn’t an Aurora option to auto-scale the writer like replicas.

App tier scaling: EC2 instances behind an ALB can scale with an Auto Scaling group. ALB distributes HTTP requests to healthy instances.

Round-robin + sticky sessions: Round-robin evenly distributes requests across app servers, and sticky sessions (session affinity) helps maintain a consistent user experience for a stateful app by keeping a user’s requests on the same instance.

Why not the others:

- A/D use a Network Load Balancer (NLB) or reference writer scaling, which isn’t aligned with HTTP-based web app needs or Aurora’s replica-based scaling. - B suggests “Aurora writers,” which isn’t how Aurora Auto Scaling works (scaling is for replicas, not writers).
Note: In a real design, consider externalizing session state (e.g., with ElastiCache or DynamoDB) to reduce reliance on sticky sessions.
Clarksburg, United States

AI Explanation - verified by User8975 on: June 13, 2026
Question 66:

The correct answer is A) Amazon DynamoDB.

Why:

- DynamoDB is a fully managed NoSQL database that is designed for key-value and document data with extremely low latency at scale. - It is widely described as delivering sub-millisecond (very fast) latency for many workloads, especially when using optimizations like DynamoDB Accelerator (DAX) for reads. - Other options are different types of databases: - Amazon Aurora is relational (SQL). - Amazon DocumentDB is a MongoDB-compatible document store, not primarily a key-value store. - Amazon Neptune is a graph database.
New Delhi, India

AI Explanation - verified by User4144 on: June 23, 2026
Question 14:
Here’s how to think about Question 14.

A /30 uses 255.255.255.252. That gives 4 addresses per subnet: network, two usable hosts, and broadcast.

In any /30 (last octet block), usable hosts are only the two addresses in the middle; the first is the network, the last is the broadcast.

For the block 10.2.1.0/30 (the only option using a /30 among the choices), the addresses are:

- Network: 10.2.1.0 - Usable: 10.2.1.1 and 10.2.1.2 - Broadcast: 10.2.1.3 Therefore 10.2.1.3 (option A) is the broadcast, not usable.

Options B and C use /29 (255.255.255.248), not /30, so they don’t meet the requirement of a /30 subnet.

Option D uses 225.255.255.252 with a 209.165.201.2 address and a 225.x.x.x address is multicast (not a usable unicast interface address). So it’s also invalid for a point-to-point /30.

Conclusion:

None of the provided options give a valid usable host IP for a /30. The correct pattern would be something like 10.2.1.1/30 or 10.2.1.2/30 (within the 10.2.1.0/30 block). The stated answer (D) is not correct.

Pescara, Italy

AI Explanation - verified by User7934 on: June 22, 2026
Question 6:
Explanation for Question 6

What’s happening: You have a P2S VPN to VNetA and then peered VNetA with VNetB. On-prem can reach VNetB, but the Windows 10 P2S client can’t reach VNetB yet. The issue is typically that the P2S client config still only knows about VNetA’s routes.

Why the fix works: Re-downloading and reinstalling the VPN client configuration package updates the client with the latest route information from the VNet gateway. After peering to VNetB, you need the P2S client to carry the route to VNetB’s address space through the VNetA gateway. The refreshed config includes those routes, allowing traffic destined for VNetB to travel via the VPN tunnel.

Key terms:

- P2S VPN: Point-to-Site VPN for individual client computers. - VPN gateway: The Azure appliance in a VNet that terminates VPN connections. - VNet peering: Connects VNets to enable private traffic between them. - Address space: The IP ranges defined for each VNet that need to be known by clients/gateways. - Client configuration package: The downloaded files that configure the VPN client with server and route info.

Practical takeaway: After adding a peering to a new VNet, regenerate and reinstall the P2S client config so it includes the new VNet’s routes.

Amsterdam, Netherlands

AI Explanation - verified by singh_y2k on: June 11, 2026
Question 10:

Answer: No.

Why:

- The scenario describes migrating VMs to an Azure pay-as-you-go subscription. This is an example of an operational expenditure (Opex) model, because you pay for resources as you use them. - The term “elastic expenditure model” is not a standard Azure cost model. Elasticity is a scalability characteristic (adjusting resources up/down), not a recognized expenditure category. The exam material is likely testing knowledge of Opex vs Capex, not elasticity. - Therefore recommending the “elastic expenditure model” does not meet the goal; the correct approach is to use an Opex/pay-as-you-go model (with options like reserved instances later for optimization).
Kuala Lumpur, Malaysia

AI Explanation - verified by User2971 on: June 27, 2026
Question 105:
Question 105 asks: In a wireless network environment, what is calculated using the numerical values of the transmitter power level, cable loss, and antenna gain? The listed answer is C: EIRP.
Explanation:

EIRP stands for Effective Isotropic Radiated Power. It represents the power that would be radiated in a given direction if the antenna were perfect (isotropic).

It is calculated from the transmitter power, minus losses in the feedline (cable loss), plus the antenna gain. In dB terms:

EIRP(dBm) = P_tx(dBm) + G_antenna(dBi) - L_cable(dB).

This quantity reflects how much power is actually available to propagate in a given direction.

Other options:

- SNR (signal-to-noise ratio) depends on signal power relative to noise, not on transmitter power, cable loss, and antenna gain in a simple sum. - RSSI is the received signal strength at the receiver, not a directional radiated power calculation. - dBi is a unit of antenna gain, not a computed value.
So the correct concept tied to those inputs is EIRP.
Plano, United States

AI Explanation - verified by User7588 on: June 10, 2026
Question 21:
Question 21 asks what you should change in the scanner to get the automated scans to work, given the header log.

What the log shows: requests with a common browser User-Agent (Mozilla/5.0) get 200 responses, while requests with UA like curl or python receive no response. This suggests the target is filtering or blocking non-browser clients.

Why the correct choice is D: Modify the scanner user agent. By making the scanner mimic a normal browser, you’re more likely to get consistent responses and avoid basic bot protections that block or ignore non-browser clients. This aligns with the observed pattern in the log (browser UA works; non-browser UA does not).

Why the other options are less appropriate here:

- Slow down the scan: may help with rate-limiting, but doesn’t solve UA-based blocking evident in the log. - Change the source IP with VPN: could help if there’s IP-based blocking, but the log indicates UA-based filtering rather than IP blocking. - Only using HTTP GET: would reduce coverage and not address the blocking issue seen with non-browser UAs.
In short, the server’s behavior points to user-agent-based blocking, so adjusting the scanner’s User-Agent to resemble a real browser is the proper fix.
Markkleeberg, Germany

AI Explanation - verified by User1801 on: June 10, 2026
Question 19:
Question 19 asks whether including a Storage Area Network (SAN) meets the goal of a highly available streaming web app with constant user experience and data stored in the geographic location nearest to the user. Correct answer: B (No).
Why SAN doesn’t meet the goal:

A SAN is centralized storage used by servers in a data center. It provides high-performance storage within a single site, not geo-distribution or edge delivery.

It does not inherently provide data locality near end users or edge caching to reduce latency for streaming.

High availability across regions and a consistent streaming experience for users worldwide require geo-distributed deployment, load balancing, and content delivery at the edge.

What to use instead:

Use a Content Delivery Network (CDN) to serve streaming content from edge locations close to users.

Store data in a geo-distributed or multi-region setup (e.g., Azure Storage with geo-redundant options) and deploy your app across multiple regions.

Combine CDN with multi-region deployments and appropriate storage redundancy to meet both availability and latency requirements.

In short: SAN is not suitable for nearest-to-user data storage or global low-latency streaming; CDN and geo-distributed storage are the right approaches.
Alappuzha, India

AI Explanation - verified by User9494 on: July 02, 2026
Question 43:
Question 43: The most cost-effective service for occasional queries on 5 TB of data stored in S3 is Amazon Athena.
Why:

Athena is a serverless, on-demand query service that lets you run SQL directly against data in S3. You pay only for the data scanned by each query.

For infrequent or ad-hoc analyses, this avoids provisioning and managing a data warehouse or database cluster.

Redshift would require loading data into a data warehouse and maintaining a cluster (more cost for infrequent use).

Kinesis is for streaming data, not ad-hoc analysis of existing S3 data.

RDS is a managed relational database; moving 5 TB of S3 data into RDS would be costly and unnecessary for occasional queries.

Tips to reduce cost with Athena:

Store data in a columnar format like Parquet or ORC.

Partition the data and prune scans with appropriate filters.

Compress data to reduce the amount read per query.

Answer: B (Amazon Athena).
Mumbai, India

AI Explanation - verified by User6170 on: June 15, 2026
Question 1:
Question 1 asks for the best way to understand the location, use, and importance of personal data within an organization.
Why A (By analyzing the data inventory) is the right approach:

It creates a centralized view of all data assets: where personal data is stored, what types exist, and who has access.

It reveals data flows and purposes, helping you see why data is collected and how it’s processed.

It supports compliance activities (legal bases, retention, subject rights) and risk assessments (vendor risk, cross-border transfers).

It informs privacy governance and security planning (minimization, access controls, retention schedules).

Why the other options are less suitable on their own:

“Testing the security of data systems” focuses on controls, not the data’s location and purposes.

“Evaluating methods for collecting data” concentrates on collection practices rather than the broader data lifecycle.

“Interviewing employees tasked with data entry” provides anecdotal insight but isn’t a comprehensive view of data holdings or flows.

So the best single step to understand the organization’s personal data landscape is to conduct a thorough data inventory (data mapping). Note: some exam banks contain incorrect keys—focus on principles from IAPP objectives: data inventory is foundational.
Curitiba, Brazil

AI Explanation - verified by User7000 on: June 29, 2026
Question 41:
The correct answer is AWS CloudTrail (A).
Why:

CloudTrail records AWS API calls made in your account, including who made the call, when it happened, where it came from, and the request parameters. This creates an auditable log of account activity for governance and compliance.

The other options don’t focus on auditing API calls:

- AWS Trusted Advisor provides best-practice checks and optimization recommendations. - Amazon Inspector is a security assessment service for EC2 workloads. - AWS X-Ray traces requests through applications, not AWS account API activity.
Tip: For auditing, you typically enable a CloudTrail trail (potentially across regions) and store logs in S3, with optional CloudWatch Logs integration for alerts.
Dakar, Senegal

AI Explanation - verified by sshuang68 on: June 28, 2026
Question 324:
Question 324: At which layer does Cisco DNA Center support REST controls?
Answer: B) northbound APIs
Why:

RESTful access to DNA Center is provided through its northbound APIs. These are the external interfaces apps or controllers use to interact with DNA Center for automation, policy, and analytics.

The session layer is an OSI concept about maintaining a communication session, not about REST controls.

EEM applets or scripts are device-level automation on Cisco IOS, not how DNA Center exposes REST controls.

YAML is just a data format for payloads; it’s not a distinct layer for REST controls.

Key idea: REST in DNA Center operates via its application-layer northbound APIs, which external systems call to manage and automate the network.
Plano, United States

AI Explanation - verified by czupakam on: June 19, 2026
Question 20:
Here’s a focused explanation of Question 20.

What it asks: You have three VNets in East US. Vnet1 already has a Site-to-Site VPN to the on-premises network. You need all VMs in the three VNets to communicate with the on-premises network while minimizing cost. What should you recommend for Vnet2 and Vnet3?

Correct answer: B — Virtual network peering.

Why peering is the right choice:

- Peering connects VNets so their resources can communicate using private IPs, effectively making them behave like one network for connectivity purposes. - It uses the Azure backbone, so traffic between peered VNets stays on Microsoft’s private network, with low latency. - It avoids creating additional VPN gateways or VPN tunnels for Vnet2 and Vnet3, which minimizes cost compared with setting up separate VNet-to-VNet VPNs. - With hub VNet1 already connected to on-prem via S2S, Vnet2/Vnet3 can reach on-prem by routing through Vnet1's gateway (gateway transit/use remote gateways configuration may be required for this to work in practice).

How it compares to other options:

- VNet-to-VNet VPN connections: would require extra gateways and higher cost. - Service endpoints: only tie VNets to Azure services, not provide VM-to-VM cross-VNet connectivity. - Route tables: cannot establish cross-VNet connectivity by themselves.
Note: In a hub-and-spoke setup, you may need to configure gateway transit or remote gateways to let peered VNets use the hub’s VPN gateway for on-prem access.
Fulda, Germany

AI Explanation - verified by ramncwanaayanda on: June 21, 2026
Question 1:
You're right: Android cannot be Azure Entra joined. Entra join is Windows-only; Android and iOS are joined via Entra registered (BYOD).
In Question 173, the typical setup shown is:

Device1 and Device2 are Windows devices.

Device3 is Android.

Device4 is iOS.

Based on that:

Azure Entra joined: Device1 and Device2 (both Windows).

Azure Entra registered: Device1, Device2, Device3, Device4 (any OS can be registered for BYOD).

So your claim that only Device1 can be joined would be correct only if Device2 were not Windows. If you can confirm Device2’s OS, I can tailor the answer precisely. If not, the standard interpretation (as shown in the explanation) is: Device1 and Device2 join; all four devices can be registered.
Johannesburg, South Africa

AI Explanation - verified by User1786 on: July 01, 2026
Question 405:

Answer: D

Why: Question 405 asks which statement about Python is incorrect. The first three statements are accurate: Python has many third-party libraries, is open source, and is used for automation, AI, data science, etc. The fourth statement, “Python has a clear grammatical structure, is simple and easy to learn, and runs efficiently,” is problematic. Python is indeed known for clear syntax and ease of learning, but it’s an interpreted language and generally not as fast as compiled languages. “Runs efficiently” is not universally true for Python performance, so statement D is the incorrect one.

São Paulo, Brazil

AI Explanation - verified by User5425 on: June 30, 2026
Question 67:
Question 67 asks which existing roles you can clone to create two new custom roles: Role3 (Azure subscription scope) and Role4 (Microsoft Entra/Entra ID scope).
Correct selections:

Box 1 (Role3 – Azure subscription role): Role1 and built-in Azure subscription roles only.

Box 2 (Role4 – Microsoft Entra role): Built-in Microsoft Entra roles only.

Why:

Cloning creates a custom role by copying an existing one and editing permissions. This is generally allowed from built-in roles that live at the same scope. For an Azure subscription role (Role3), you can clone from Role1 (a built-in role) or other built-in subscription roles.

For a Microsoft Entra (directory) role (Role4), you can clone only from built-in Microsoft Entra roles. Cloning from an Azure subscription role to create an Entra role (or vice versa) isn’t supported.

Implementation (high-level):

For Role3: open the subscription scope in the portal, go to IAM > Roles, select a built-in subscription role (or Role1), choose Clone, modify, and save as Role3.

For Role4: open the Entra/Directory scope, go to Roles, select a built-in Entra role, choose Clone, modify, and save as Role4.

Gravesend, United Kingdom

AI Explanation - verified by User3515 on: July 04, 2026
steps?
Here are concise steps to automate a weekly email in Automation Studio using Guided Send:

Prepare content and audience

- Ensure you have an Email Asset and a target Data Extension with subscribers. - Have a Sender Profile ready (From Name/From Email) or plan to set it in Guided Send.

Create the automation

- In Automation Studio, create a new automation. - Set the schedule to run weekly on your chosen day and time (Weekly).

Add Guided Send

- Add a Guided Send activity to the automation.

Configure Guided Send

- Select the Email Asset to send. - Choose the recipient source (your Data Extension). - Set subject and preheader, then specify sender details (use a Sender Profile or override in Guided Send). - Review any tracking options and personalization needs.

Save and activate

- Save the Guided Send configuration, then save the automation. - Activate the automation.

Optional refinements

- Add a Wait or pre/post filters (SQL/Filter) if you need to refine the audience. - Run a test send or preview to verify content and send details before going live.
These steps will schedule a weekly automated send using Guided Send in Automation Studio.
Pune, India

AI Explanation - verified by User4575 on: June 17, 2026
you have said the correct answer in the last response. The Answer is A
You’re right—in your UI, using Save as New Template (A) is the practical path when there is no Clone option.
Why A can be correct in your environment:

It creates an editable copy of the standard template without altering the original.

It works when cloning isn’t available or permitted by your admins.

Concise steps for A:

Open the Standard Version Email Prompt Template.

Use the option Save as New Template (or equivalent).

Name it (e.g., “UC_Custom_Email_Prompt”) and save.

Open the new template and edit as needed (tone, grounding, output format).

Test with sample data.

If you see any discrepancy on exam guidance versus your UI, I can help explain the reasoning and map it to the objective. Want me to quickly review how this question aligns with the exam objectives or walk through another item with your UI in mind?
Sydney, Australia

AI Explanation - verified by User9468 on: June 30, 2026
Question 6:

Correct answer: E

Why: Embracing open source technologies promotes interoperability and portability across platforms, reducing vendor lock-in. With open standards (e.g., Delta Lake, Apache Spark), you can mix and match tools from different vendors or run components yourself, rather than being tied to a single vendor’s stack.

Why the other options aren’t the primary open-source benefits:

- Cloud-specific integrations: these are vendor-focused, not open-source benefits. - Simplified governance: governance is more about policy and controls, not directly about open source. - Ability to scale storage/workloads: scaling is a performance/architecture concern, not inherently an open-source advantage.
Chennai, India

AI Explanation - verified by User9195 on: June 14, 2026
Question 18:
Question 18 is about giving NTO directors visibility and control over their teams’ forecasts.

Why B is correct: “Configure weekly customized forecast reports and dashboards to be emailed to sales management.”

- This provides ongoing, automated visibility to management without requiring manual updates from reps.

Why D is correct: “Create a forecast hierarchy and assign managers to the forecast manager role.”

- This establishes proper governance: managers can see/edit forecasts for their subordinates within the defined hierarchy.
Why not A and C:

A (Forecast Chatter groups) is about collaboration, not actual forecast governance or data accuracy.

C (Enable override forecast permission) helps with editing, but without the proper hierarchy and reporting, it doesn’t fix visibility issues and can lead to uncontrolled changes.

Answer: B and D
Bengaluru, India

AI Explanation - verified by User6244 on: June 23, 2026
Question 17:
Question 17: A developer wants to deploy an application quickly on AWS without manually creating the required resources. Which AWS service will meet these requirements?

Correct answer: AWS Elastic Beanstalk (B)

Why:

Elastic Beanstalk is a platform-as-a-service that automates provisioning of underlying resources (EC2, load balancer, auto-scaling, etc.) and handles deployment. You upload your code and Beanstalk sets up and manages the environment.

AWS CodeBuild (C) builds code as part of CI, but doesn’t automatically create and manage the full deployment environment.

Amazon EC2 (A) requires manual resource setup and configuration.

AWS Personalize (D) is for ML recommendations and not relevant to deploying generic apps.

Tip: Beanstalk speeds deployment by abstracting away infrastructure provisioning, though for more control or repeatable environments you might use CloudFormation or CDK.
New Delhi, India

AI Explanation - verified by User4103 on: June 09, 2026
Question 5:
No. A global meeting policy only controls meeting-related features (like video, recording, lobby behavior) for users and guests. It does not govern who can be invited as a guest or which domains guests can come from.
To meet the security policy, use:

External access in the Teams admin center to allow only specific domains (an allow-list) and block others.

Guest access settings to prevent guests from inviting other guests (disable guest invitations or otherwise restrict guest permissions).

Optionally, you can also use Azure AD (B2B) policies to further control guest invitations and domain usage.
Hyderabad, India

AI Explanation - verified by mignun_15 on: June 10, 2026
Question 10:
Yes. Enabling the Floating IP on the Azure internal load balancer is what allows an ILB-based listener for an Always On AG to work correctly.

The AG listener requires a stable, internal front-end IP that clients connect to. The ILB provides that IP.

Floating IP lets the listener IP float to the current primary replica after a failover, so clients keep connecting to the same listener IP and traffic is directed to the active node.

Without Floating IP, the listener IP can become tied to a specific node, causing failover to break connectivity for the listener.

This aligns with Microsoft guidance for AG listeners behind an Azure ILB. Reference: the doc linked in the question. If you want, I can walk through the steps to configure the ILB, health probes, and backend pool.
Santo António Dos Cavaleiros, Portugal

AI Explanation - verified by sshuang68 on: June 28, 2026
Question 340:
Answer: C — intent-based APIs

Cisco DNA Center uses intent-based APIs to express high-level business goals and enable the delivery of applications across the network, while also providing analytics to support innovation.

Why not the others:

- A (process adapters) are for bridging specific processes, not for app delivery/analytics. - B (Command Runner) runs CLI commands on devices, not for delivering applications or analytics. - D (domain adapters) handle domain-specific integrations, but the primary mechanism described is the intent-based API layer.
Plano, United States

AI Explanation - verified by madhavi.chilla09 on: June 10, 2026
Question 75:
Question 75 asks how to meet the need for daily impression counts by campaign and site_name for the last year while keeping the data model small. The two best actions are:

A. Create one-to-many relationships between the tables.

- Why: Proper relationships between the fact (impressions) and dimension tables (campaign, site, date) ensure correct cross-filtering and accurate totals in visuals.

B. Group the Impressions query in Power Query by Ad_id, Site_name, and Impression_date. Aggregate by using CountRows.

- Why: Pre-aggregating the large Impressions data reduces model size (fewer rows) and gives you a compact fact with the necessary granularity (day, campaign, site) for last-year analytics. You can then use a simple COUNTROWS to get the counts.
Why not C or D:

C (calculated table of Ad_id, Site_name, Impression_date) would still require aggregation to produce counts and may not minimize model size as effectively.

D (calculated measure using COUNTROWS) doesn’t reduce the underlying data volume in the model and won’t help with performance the way pre-aggregation does.

Key takeaways: A and B align with minimizing model size while preserving correct filtering and granularity.
Hyderabad, India

AI Explanation - verified by User9494 on: July 02, 2026
Question 21:

Correct answer: A) AWS Direct Connect

Why: AWS Direct Connect provides a dedicated network connection from your on-premises data center to AWS. It uses a private, physical link (often via a colocation location) rather than the public Internet, giving more consistent performance and potentially lower data transfer costs.

How it compares to other options:

- VPC peering: connects two VPCs, not on-prem networks. - AWS VPN: uses IPsec over the public Internet; not a dedicated private line. - Amazon Route 53: DNS service, not a network connection.

Quick notes:

- Can use private or public virtual interfaces to reach VPCs or AWS public endpoints. - Often complemented with a VPN for redundancy or additional failover paths. - Supports high bandwidth (1 Gbps to 100 Gbps) and is a common choice for hybrid cloud setups.
Mumbai, India

AI Explanation - verified by juris.siksna on: June 27, 2026
Question 396:
Question 396 scenario: A hybrid project (predictive for the bridge, agile for the software) faces delays due to lack of information. The best action is B: Make work visible using Kanban boards.
Why: Kanban boards visualize work items, status, and bottlenecks, making information gaps visible and helping the team manage flow. This supports both the predictive and agile parts of the project by signaling what’s blocked and where decisions or information are needed.
Why the other options are weaker here:

A. Increasing retrospectives helps process improvement but doesn’t directly address the immediate information gaps causing delays.

C. Incorporating small batches is useful in agile but doesn’t specifically surface or manage the information bottlenecks.

D. Lean manufacturing isn’t appropriate for software development and doesn’t target information flow issues.

If you want, I can walk through how to set up a Kanban board for this project and what metrics to track.
Riga, Latvia

AI Explanation - verified by User9732 on: June 08, 2026
Question 68:
Question 68 asks what to do when a phase takes much longer than planned and stakeholders worry about delays.

Correct answer: D. Organize a root cause analysis (RCA) workshop.

Why: Before applying fixes or increases in contingency, you should diagnose the actual causes of the delay. An RCA workshop brings the team together to identify root causes (not just symptoms) and agree on corrective actions. This supports better, targeted mitigation and helps reset expectations with stakeholders.

Why the other options are less appropriate initially:

- A. Request additional contingency from the sponsor – reactive and misaligned if you haven’t identified the causes or approved specific corrective actions. - B. Add more float to the overall project schedule – may mask the problem and doesn’t address root causes; could lead to more risk later. - C. Expedite the next phase to reduce slippage – could increase risk, cost, and quality issues without solving the underlying delay.

What to do after RCA:

- Develop and implement corrective actions. - Update the project plan and possibly the schedule baseline. - Communicate findings and revised plan to stakeholders.
In PMI terms, you’re performing root-cause analysis to inform corrective action and schedule management.
Riga, Latvia

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Cisco 350-901 Exam Actual Questions Developing Applications using Cisco Core Platforms and APIs (DEVCOR) (Page 41 )

QUESTION: 65

Explanation:

QUESTION: 66

QUESTION: 67

QUESTION: 68

QUESTION: 69

Cisco 350-901 Exam Actual Questions
Developing Applications using Cisco Core Platforms and APIs (DEVCOR) (Page 41 )