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New MuleSoft Certified Platform Architect MCPA-Level-1 Exam Practice Questions

Total 95 Questions

Last Updated On: 20-Nov-2024

Question # 1

What is a key performance indicator (KPI) that measures the success of a typical C4E that is immediately apparent in responses from the Anypoint Platform APIs?
A. The number of production outage incidents reported in the last 24 hours
B. The number of API implementations that have a publicly accessible HTTP endpoint and are being managed by Anypoint Platform
C. The fraction of API implementations deployed manually relative to those deployed using a CI/CD tool
D. The number of API specifications in RAML or OAS format published to Anypoint Exchange

The number of API specifications in RAML or OAS format published to Anypoint
Exchange

Explanation: Explanation
Correct Answer: The number of API specifications in RAML or OAS format published to
Anypoint Exchange
*****************************************
>> The success of C4E always depends on their contribution to the number of reusable
assets that they have helped to build and publish to Anypoint Exchange.
>> It is NOT due to any factors w.r.t # of outages, Manual vs CI/CD deployments or
Publicly accessible HTTP endpoints
>> Anypoint Platform APIs helps us to quickly run and get the number of published
RAML/OAS assets to Anypoint Exchange. This clearly depicts how successful a C4E team
is based on number of returned assets in the response.
Reference: https://help.mulesoft.com/s/question/0D52T00004mXSTUSA4/how-should-acompany-
measure-c4e-success

Question # 2

What best describes the Fully Qualified Domain Names (FQDNs), also known as DNS entries, created when a Mule application is deployed to the CloudHub Shared Worker Cloud?
A. A fixed number of FQDNs are created, IRRESPECTIVE of the environment and VPC design
B. The FQDNs are determined by the application name chosen, IRRESPECTIVE of the region
C. The FQDNs are determined by the application name, but can be modified by an administrator after deployment
D. The FQDNs are determined by both the application name and the Anypoint Platform organization

The FQDNs are determined by the application name chosen, IRRESPECTIVE of the region

Explanation: Explanation
Correct Answer: The FQDNs are determined by the application name chosen,
IRRESPECTIVE of the region
*****************************************
>> When deploying applications to Shared Worker Cloud, the FQDN are always
determined by application name chosen.
>> It does NOT matter what region the app is being deployed to.
>> Although it is fact and true that the generated FQDN will have the region included in it
(Ex: exp-salesorder-api.au-s1.cloudhub.io), it does NOT mean that the same name can be
used when deploying to another CloudHub region.
>> Application name should be universally unique irrespective of Region and Organization
and solely determines the FQDN for Shared Load Balancers

Question # 3

An organization wants MuleSoft-hosted runtime plane features (such as HTTP load balancing, zero downtime, and horizontal and vertical scaling) in its Azure environment. What runtime plane minimizes the organization's effort to achieve these features?
A. Anypoint Runtime Fabric
B. Anypoint Platform for Pivotal Cloud Foundry
C. CloudHub
D. A hybrid combination of customer-hosted and MuleSoft-hosted Mule runtimes

Anypoint Runtime Fabric

Explanation: Explanation
Correct Answer: Anypoint Runtime Fabric
*****************************************
>> When a customer is already having an Azure environment, It is not at all an ideal
approach to go with hybrid model having some Mule Runtimes hosted on Azure and some
on MuleSoft. This is unnecessary and useless.
>> CloudHub is a Mulesoft-hosted Runtime plane and is on AWS. We cannot customize to
point CloudHub to customer's Azure environment.
>> Anypoint Platform for Pivotal Cloud Foundry is specifically for infrastructure provided by
Pivotal Cloud Foundry
>> Anypoint Runtime Fabric is right answer as it is a container service that automates the
deployment and orchestration of Mule applications and API gateways. Runtime Fabric runs
within a customer-managed infrastructure on AWS, Azure, virtual machines (VMs), and
bare-metal servers.
-Some of the capabilities of Anypoint Runtime Fabric include:
-Isolation between applications by running a separate Mule runtime per application.
-Ability to run multiple versions of Mule runtime on the same set of resources.
-Scaling applications across multiple replicas.
-Automated application fail-over.
-Application management with Anypoint Runtime Manager.
Reference: https://docs.mulesoft.com/runtime-fabric/1.7/

Question # 4

How can the application of a rate limiting API policy be accurately reflected in the RAML definition of an API?
A. By refining the resource definitions by adding a description of the rate limiting policy behavior
B. By refining the request definitions by adding a remaining Requests query parameter with description, type, and example
C. By refining the response definitions by adding the out-of-the-box Anypoint Platform ratelimit- enforcement securityScheme with description, type, and example
D. By refining the response definitions by adding the x-ratelimit-* response headers with description, type, and example

By refining the response definitions by adding the x-ratelimit-* response headers with
description, type, and example

Explanation: Explanation
Correct Answer: By refining the response definitions by adding the x-ratelimit-* response
headers with description, type, and example
*****************************************

Question # 5

A retail company with thousands of stores has an API to receive data about purchases and insert it into a single database. Each individual store sends a batch of purchase data to the API about every 30 minutes. The API implementation uses a database bulk insert command to submit all the purchase data to a database using a custom JDBC driver provided by a data analytics solution provider. The API implementation is deployed to a single CloudHub worker. The JDBC driver processes the data into a set of several temporary disk files on the CloudHub worker, and then the data is sent to an analytics engine using a proprietary protocol. This process usually takes less than a few minutes. Sometimes a request fails. In this case, the logs show a message from the JDBC driver indicating an out-of-file-space message. When the request is resubmitted, it is successful. What is the best way to try to resolve this throughput issue?
A. se a CloudHub autoscaling policy to add CloudHub workers
B. Use a CloudHub autoscaling policy to increase the size of the CloudHub worker
C. Increase the size of the CloudHub worker(s)
D. Increase the number of CloudHub workers

Increase the number of CloudHub workers

Explanation: Explanation
Correct Answer: Increase the size of the CloudHub worker(s)
*****************************************
The key details that we can take out from the given scenario are:
>> API implementation uses a database bulk insert command to submit all the purchase
data to a database
>> JDBC driver processes the data into a set of several temporary disk files on the
CloudHub worker
>> Sometimes a request fails and the logs show a message indicating an out-of-file-space
message
Based on above details:
>> Both auto-scaling options does NOT help because we cannot set auto-scaling rules
based on error messages. Auto-scaling rules are kicked-off based on CPU/Memory usages
and not due to some given error or disk space issues.
>> Increasing the number of CloudHub workers also does NOT help here because the
reason for the failure is not due to performance aspects w.r.t CPU or Memory. It is due to
disk-space.
>> Moreover, the API is doing bulk insert to submit the received batch data. Which means,
all data is handled by ONE worker only at a time. So, the disk space issue should be
tackled on "per worker" basis. Having multiple workers does not help as the batch may still
fail on any worker when disk is out of space on that particular worker.
Therefore, the right way to deal this issue and resolve this is to increase the vCore size of
the worker so that a new worker with more disk space will be provisioned.

Question # 6

Which of the following best fits the definition of API-led connectivity?
A. API-led connectivity is not just an architecture or technology but also a way to organize people and processes for efficient IT delivery in the organization
B. API-led connectivity is a 3-layered architecture covering Experience, Process and System layers
C. API-led connectivity is a technology which enabled us to implement Experience, Process and System layer based APIs

API-led connectivity is not just an architecture or technology but also a way to organize people and processes for efficient IT delivery in the organization

Explanation: Explanation
Correct Answer: API-led connectivity is not just an architecture or technology but also a
way to organize people and processes for efficient IT delivery in the organization.
*****************************************
Reference: https://blogs.mulesoft.com/dev/api-dev/what-is-api-led-connectivity/

Question # 7

What is a key requirement when using an external Identity Provider for Client Management in Anypoint Platform?
A. Single sign-on is required to sign in to Anypoint Platform
B. The application network must include System APIs that interact with the Identity Provider
C. To invoke OAuth 2.0-protected APIs managed by Anypoint Platform, API clients must submit access tokens issued by that same Identity Provider
D. APIs managed by Anypoint Platform must be protected by SAML 2.0 policies

To invoke OAuth 2.0-protected APIs managed by Anypoint Platform, API clients must submit access tokens issued by that same Identity Provider

Explanation: https://www.folkstalk.com/2019/11/mulesoft-integration-and-platform.html
Explanation
Correct Answer: To invoke OAuth 2.0-protected APIs managed by Anypoint Platform, API
clients must submit access tokens issued by that same Identity Provider
*****************************************
>> It is NOT necessary that single sign-on is required to sign in to Anypoint Platform
because we are using an external Identity Provider for Client Management
>> It is NOT necessary that all APIs managed by Anypoint Platform must be protected by
SAML 2.0 policies because we are using an external Identity Provider for Client
Management
>> Not TRUE that the application network must include System APIs that interact with the
Identity Provider because we are using an external Identity Provider for Client Management
Only TRUE statement in the given options is - "To invoke OAuth 2.0-protected APIs
managed by Anypoint Platform, API clients must submit access tokens issued by that same
Identity Provider"
References:
https://docs.mulesoft.com/api-manager/2.x/external-oauth-2.0-token-validation-policy
https://blogs.mulesoft.com/dev/api-dev/api-security-ways-to-authenticate-and-authorize/

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Introduction

The MuleSoft Certified Platform Architect - Level 1 (MCPA-Level-1) exam is a pivotal certification for IT professionals aiming to demonstrate their expertise in MuleSoft Anypoint Platform. This certification is designed for architects who lead Anypoint Platform implementations, focusing on building application networks using API-led connectivity. Achieving this certification validates ones ability to effectively design and manage integration solutions across an organization. This information provides a detailed overview of the MCPA-Level-1 exam, covering its key topics, technical details, and the value of using RealBraindumps for preparation.

Exam Key Topics

The MCPA-Level-1 exam encompasses a variety of topics essential for any aspiring MuleSoft architect. Key areas include:

API-Led Connectivity: Understanding the principles of API-led connectivity and how to implement it using MuleSoft Anypoint Platform.
Application Network: Designing and managing application networks, ensuring scalable and reusable integration solutions.
Integration Design: Best practices for integration design, including handling different data formats and protocols.
Governance and Security: Implementing governance frameworks and ensuring security across the integration solutions.
Deployment and Monitoring: Strategies for deploying, monitoring, and troubleshooting integration applications on the Anypoint Platform.

Technical Information About the Exam

The MCPA-Level-1 exam is a comprehensive assessment designed to test a candidates ability to apply their knowledge in real-world scenarios. The exam details are as follows:

Format: Multiple-choice and multiple-select questions.
Duration: 120 minutes.
Number of Questions: Approximately 60.
Passing Score: 70%.
Prerequisites: No formal prerequisites, but it is recommended that candidates have hands-on experience with the Anypoint Platform and API-led connectivity.

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The MuleSoft MCPA-Level-1 certification is a valuable asset for IT professionals looking to advance their careers in integration architecture. By covering critical topics such as API-led connectivity and application network design, and offering detailed technical information, this exam ensures that certified individuals are well-equipped to handle complex integration projects. Utilizing resources like RealBraindumps can significantly enhance your preparation, giving you the confidence needed to succeed.

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FAQs of MCPA-Level-1 Exam

What is the MuleSoft MCPA-Level-1 Exam?

The Mulesoft Certified Platform Architect - Level 1 (MCPA-Level-1) exam assesses a candidate’s ability to apply the MuleSoft Anypoint Platform in architectural solutions to solve business problems. It validates skills related to designing integration solutions using the Anypoint Platform.

What are the prerequisites for the MCPA-Level-1 Exam?

There are no formal prerequisites for taking the MCPA-Level-1 exam. However, it is recommended that candidates have hands-on experience with the Anypoint Platform and a solid understanding of integration architecture concepts.

How long is the MCPA-Level-1 Exam and what is the format?

The MCPA-Level-1 exam is a multiple-choice test with 60 questions. Candidates have 120 minutes to complete the exam.

How can I register for the MCPA-Level-1 Exam?

You can register for the MCPA-Level-1 exam through the MuleSoft Training and Certification portal.

What is the passing score for the MCPA-Level-1 Exam?

The passing score for the MCPA-Level-1 exam is 70%. This means you need to correctly answer at least 42 out of the 60 questions.

What kind of job roles can I get after passing the MCPA-Level-1 Exam?

Passing the MCPA-Level-1 exam can qualify you for roles such as Integration Architect, Solution Architect, and Platform Architect, focusing on MuleSoft technology.

What is the average salary for a Mulesoft Certified Platform Architect?

The average salary for a Mulesoft Certified Platform Architect can range from $120,000 to $150,000 per year, depending on location, experience, and the specific company.

How does the MCPA-Level-1 certification benefit my career?

Obtaining the MCPA-Level-1 certification demonstrates your expertise in MuleSoft's integration platform, making you a valuable asset to employers. It can lead to higher salary opportunities, career advancement, and recognition in the IT industry.

Are there continuing education requirements after obtaining the MCPA-Level-1 certification?

Yes, MuleSoft certifications are valid for two years. To maintain your certification, you must either pass a recertification exam or earn a higher-level certification within that period.

What future opportunities can arise from being MCPA-Level-1 certified?

Being MCPA-Level-1 certified can open doors to advanced roles such as Lead Architect or CTO. It also provides a strong foundation for pursuing further MuleSoft certifications and specializations.

What are the key components of the MuleSoft Anypoint Platform that I need to understand for the MCPA-Level-1 exam?

Key components include Anypoint Studio, Anypoint Exchange, Anypoint Management Center, API Manager, and CloudHub. Understanding how these components interact to create integration solutions is crucial.

How important is knowledge of API-led connectivity for the MCPA-Level-1 exam?

Knowledge of API-led connectivity is fundamental for the MCPA-Level-1 exam. You need to understand how to design and implement APIs that connect systems and data across the enterprise.

What architectural patterns are commonly tested in the MCPA-Level-1 exam?

Commonly tested architectural patterns include microservices, service-oriented architecture (SOA), and event-driven architecture. You should understand how these patterns apply to integration solutions.

Do I need to know about DevOps practices for the MCPA-Level-1 exam?

Yes, understanding DevOps practices such as continuous integration/continuous deployment (CI/CD), automated testing, and monitoring within the context of the Anypoint Platform is important for the exam.

How do you secure APIs in the Anypoint Platform, and is this covered in the MCPA-Level-1 exam?

Securing APIs involves using API Manager for policies, OAuth 2.0, JWT, and TLS encryption. Knowledge of these security practices is covered in the MCPA-Level-1 exam.

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