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MCIA-Level-1 MuleSoft Certified Integration Architect - Level 1 Question and Answers

Question # 4

A system administrator needs to determine when permissions were last changed for an Anypoint Platform user.

Which Anypoint Platform component should the administrator use to obtain this information?

A.

Audit Logging

B.

Anypoint Monitoring

C.

Anypiont Studio

D.

Mule Stack Traces

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Question # 5

A rale limiting policy has been applied to a soap VI.2 API published in Clondhub. The API implementation catches errors in a global error handler on error propagate in the main flow for HTTP: RETRY_EXHAUSTED with HTTP status set to 429 and any with the HTTP status set to 500.

What is the expected H1TP status when the client exceeds the quota of the API calls?

A.

HTTP status 429 as defined in the HTTP:RETRY EXHAUSTED error handler in the API B. HTTP status 500 as defined in the ANY error handler in the API since an API:RETRY_EXHAUSTED will be generated

B.

HTTP status 401 unauthorized for policy violation

C.

HTTP status 400 from the rate-limiting policy violation since the call does not reach the back-end

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Question # 6

An insurance provider is implementing Anypoint platform to manage its application infrastructure and is using the customer hosted runtime for its business due to certain financial requirements it must meet. It has built a number of synchronous API's and is currently hosting these on a mule runtime on one server

These applications make use of a number of components including heavy use of object stores and VM queues.

Business has grown rapidly in the last year and the insurance provider is starting to receive reports of reliability issues from its applications.

The DevOps team indicates that the API's are currently handling too many requests and this is over loading the server. The team has also mentioned that there is a significant downtime when the server is down for maintenance.

As an integration architect, which option would you suggest to mitigate these issues?

A.

Add a load balancer and add additional servers in a server group configuration

B.

Add a load balancer and add additional servers in a cluster configuration

C.

Increase physical specifications of server CPU memory and network

D.

Change applications by use an event-driven model

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Question # 7

An IT integration tram followed an API-led connectivity approach to implement an order-fulfillment business process. It created an order processing AP that coordinates stateful interactions with a variety of microservices that validate, create, and fulfill new product orders

Which interaction composition pattern did the integration architect who designed this order processing AP| use?

A.

Orchestration

B.

Streaming

C.

Aggregation

D.

Multicasting

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Question # 8

What limits if a particular Anypoint Platform user can discover an asset in Anypoint Exchange?

A.

Design Center and RAML were both used to create the asset

B.

The existence of a public Anypoint Exchange portal to which the asset has been published

C.

The type of the asset in Anypoint Exchange

D.

The business groups to which the user belongs

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Question # 9

Mule application A receives a request Anypoint MQ message REQU with a payload containing a variable-length list of request objects. Application A uses the For Each scope to split the list into individual objects and sends each object as a message to an Anypoint MQ queue.

Service S listens on that queue, processes each message independently of all other messages, and sends a response message to a response queue.

Application A listens on that response queue and must in turn create and publish a response Anypoint MQ message RESP with a payload containing the list of responses sent by service S in the same order as the request objects originally sent in REQU.

Assume successful response messages are returned by service S for all request messages.

What is required so that application A can ensure that the length and order of the list of objects in RESP and REQU match, while at the same time maximizing message throughput?

A.

Use a Scatter-Gather within the For Each scope to ensure response message order Configure the Scatter-Gather with a persistent object store

B.

Perform all communication involving service S synchronously from within the For Each scope, so objects in RESP are in the exact same order as request objects in REQU

C.

Use an Async scope within the For Each scope and collect response messages in a second For Each scope in the order In which they arrive, then send RESP using this list of responses

D.

Keep track of the list length and all object indices in REQU, both in the For Each scope and in all communication involving service Use persistent storage when creating RESP

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Question # 10

In Anypoint Platform, a company wants to configure multiple identity providers (IdPs) for multiple lines of business (LOBs). Multiple business groups, teams, and environments have been defined for these LOBs.

What Anypoint Platform feature can use multiple IdPs across the company’s business groups, teams, and environments?

A.

MuleSoft-hosted (CloudHub) dedicated load balancers

B.

Client (application) management

C.

Virtual private clouds

D.

Permissions

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Question # 11

To implement predictive maintenance on its machinery equipment, ACME Tractors has installed thousands of IoT sensors that will send data for each machinery asset as sequences of JMS messages, in near real-time, to a JMS queue named SENSOR_DATA on a JMS server. The Mule application contains a JMS Listener operation configured to receive incoming messages from the JMS servers SENSOR_DATA JMS queue. The Mule application persists each received JMS message, then sends a transformed version of the corresponding Mule event to the machinery equipment back-end systems.

The Mule application will be deployed to a multi-node, customer-hosted Mule runtime cluster. Under normal conditions, each JMS message should be processed exactly once.

How should the JMS Listener be configured to maximize performance and concurrent message processing of the JMS queue?

A.

Set numberOfConsumers = 1

Set primaryNodeOnly = false

B.

Set numberOfConsumers = 1

Set primaryNodeOnly = true

C.

Set numberOfConsumers to a value greater than one

Set primaryNodeOnly = true

D.

Set numberOfConsumers to a value greater than one

Set primaryNodeOnly = false

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Question # 12

Which role is primarily responsible for building API implementation as part of a typical MuleSoft integration project?

A.

API Developer

B.

API Designer

C.

Integration Architect

D.

Operations

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Question # 13

A mule application is being designed to perform product orchestration. The Mule application needs to join together the responses from an inventory API and a Product Sales History API with the least latency.

To minimize the overall latency. What is the most idiomatic (used for its intended purpose) design to call each API request in the Mule application?

A.

Call each API request in a separate lookup call from Dataweave reduce operator

B.

Call each API request in a separate route of a Scatter-Gather

C.

Call each API request in a separate route of a Parallel For Each scope

D.

Call each API request in a separate Async scope

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Question # 14

What aspects of a CI/CD pipeline for Mute applications can be automated using MuleSoft-provided Maven plugins?

A.

Compile, package, unit test, deploy, create associated API instances in API Manager

B Import from API designer, compile, package, unit test, deploy, publish to Am/point Exchange

B.

Compile, package, unit test, validate unit test coverage, deploy

C.

Compile, package, unit test, deploy, integration test

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Question # 15

A Mule application is built to support a local transaction for a series of operations on a single database. The mule application has a Scatter-Gather scope that participates in the local transaction.

What is the behavior of the Scatter-Gather when running within this local transaction?

A.

Execution of all routes within Scatter-Gather occurs in parallel Any error that occurs inside Scatter-Gather will result in a roll back of all the database operations

B.

Execution of all routes within Scatter-Gather occurs sequentially Any error that occurs inside Scatter-Gather will be handled by error handler and will not result in roll back

C.

Execution of all routes within Scatter-Gather occurs sequentially Any error that occurs inside Scatter-Gather will result in a roll back of all the database operations

D.

Execution of all routes within Scatter-Gather occurs in parallel Any error that occurs inside Scatter-Gather will be handled by error handler and will not result in roll back

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Question # 16

An organization is designing a mule application to support an all or nothing transaction between serval database operations and some other connectors so that they all roll back if there is a problem with any of the connectors

Besides the database connector , what other connector can be used in the transaction.

A.

VM

B.

Anypoint MQ

C.

SFTP

D.

ObjectStore

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Question # 17

An organization has implemented a continuous integration (CI) lifecycle that promotes Mule applications through code, build, and test stages. To standardize the organization's CI journey, a new dependency control approach is being designed to store artifacts that include information such as dependencies, versioning, and build promotions.

To implement these process improvements, the organization will now require developers to maintain all dependencies related to Mule application code in a shared location.

What is the most idiomatic (used for its intended purpose) type of system the organization should use in a shared location to standardize all dependencies related to Mule application code?

A.

A MuleSoft-managed repository at repository.mulesoft.org

B.

A binary artifact repository

C.

API Community Manager

D.

The Anypoint Object Store service at cloudhub.io

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Question # 18

What is a defining characteristic of an integration-Platform-as-a-Service (iPaaS)?

A.

A Cloud-based

B.

No-code

C.

Code-first

D.

On-premises

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Question # 19

An organization has various integrations implemented as Mule applications. Some of these Mule applications are deployed to custom hosted Mule runtimes (on-premises) while others execute in the MuleSoft-hosted runtime plane (CloudHub). To perform the Integra functionality, these Mule applications connect to various backend systems, with multiple applications typically needing to access the backend systems.

How can the organization most effectively avoid creating duplicates in each Mule application of the credentials required to access the backend systems?

A.

Create a Mule domain project that maintains the credentials as Mule domain-shared resources Deploy the Mule applications to the Mule domain, so the credentials are available to the Mule applications

B.

Store the credentials in properties files in a shared folder within the organization's data center Have the Mule applications load properties files from this shared location at startup

C.

Segregate the credentials for each backend system into environment-specific properties files Package these properties files in each Mule application, from where they are loaded at startup

D.

Configure or create a credentials service that returns the credentials for each backend system, and that is accessible from customer-hosted and MuleSoft-hosted Mule runtimes Have the Mule applications toad the properties at startup by invoking that credentials service

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Question # 20

A mule application is required to periodically process large data set from a back-end database to Salesforce CRM using batch job scope configured properly process the higher rate of records.

The application is deployed to two cloudhub workers with no persistence queues enabled.

What is the consequence if the worker crashes during records processing?

A.

Remaining records will be processed by a new replacement worker

B.

Remaining records be processed by second worker

C.

Remaining records will be left and processed

D.

All the records will be processed from scratch by the second worker leading to duplicate processing

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Question # 21

During a planning session with the executive leadership, the development team director presents plans for a new API to expose the data in the company’s order database. An earlier effort to build an API on top of this data failed, so the director is recommending a design-first approach.

Which characteristics of a design-first approach will help make this API successful?

A.

Building MUnit tests so administrators can confirm code coverage percentage during deployment

B.

Publishing the fully implemented API to Exchange so all developers can reuse the API

C.

Adding global policies to the API so all developers automatically secure the implementation before coding anything

D.

Developing a specification so consumers can test before the implementation is built

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Question # 22

An Order microservice and a Fulfillment microservice are being designed to communicate with their dients through message-based integration (and NOT through API invocations).

The Order microservice publishes an Order message (a kind of command message) containing the details of an order to be fulfilled. The intention is that Order messages are only consumed by one Mute application, the Fulfillment microservice.

The Fulfilment microservice consumes Order messages, fulfills the order described therein, and then publishes an OrderFulfilted message (a kind of event message). Each OrderFulfilted message can be consumed by any interested Mule application, and the Order microservice is one such Mute application.

What is the most appropriate choice of message broker(s) and message destination(s) in this scenario?

A.

Order messages are sent to an Anypoint MQ exchange OrderFulfilled messages are sent to an Anypoint MQ queue Both microservices interact with Anypoint MQ as the message broker, which must therefore scale to support the load of both microservices

B.

Order messages are sent to a JMS queue. OrderFulfilled messages are sent to a JMS topic Both microservices interact with the same JMS provider (message broker) instance, which must therefore scale to support the load of both microservices

C.

Order messages are sent directly to the Fulfillment microservices. OrderFulfilled messages are sent directly to the Order microservice The Order microservice interacts with one AMQP-compatible message broker and the Fulfillment microservice interacts with a different AMQP-compatible message broker, so that both message brokers can be chosen and scaled to best support the load of each microservice

D.

Order messages are sent to a JMS queue. OrderFulfilled messages are sent to a JMS topic The Order microservice interacts with one JMS provider (message broker) and the Fulfillment microservice interacts with a different JMS provider, so that both message brokers can be chosen and scaled to best support the load of each microservice

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Question # 23

A company is modernizing its legal systems lo accelerate access lo applications and data while supporting the adoption of new technologies. The key to achieving this business goal is unlocking the companies' key systems and dala including microservices miming under Docker and kubernetes containers using apis.

Considering the current aggressive backlog and project delivery requirements the company wants to take a strategic approach in the first phase of its transformation projects by quickly deploying API's in mule runtime that are able lo scale, connect to on premises systems and migrate as needed.

Which runtime deployment option supports company's goals?

A.

Customer hosted self provisioned runtimes

B.

Cloudhub runtimes

C.

Runtime fabric on self managed Kubernetes

D.

Runtime fabric on Vmware metal

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Question # 24

Refer to the exhibit.

The HTTP Listener and the Logger are being handled from which thread pools respectively?

A.

CPU_INTENSIVE and Dedicated Selector pool

B.

UBER and NONBLOCKING

C.

Shared Selector Pool and CPU LITE

D.

BLOCKING _IO and UBER

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Question # 25

An organization’s IT team must secure all of the internal APIs within an integration solution by using an API proxy to apply required authentication and authorization policies.

Which integration technology, when used for its intended purpose, should the team choose to meet these requirements if all other relevant factors are equal?

A.

API Management (APIM)

B.

Robotic Process Automation (RPA)

C.

Electronic Data Interchange (EDI)

D.

Integration Platform-as-a-service (PaaS)

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Question # 26

An organization has implemented the cluster with two customer hosted Mule runtimes is hosting an application.

This application has a flow with a JMS listener configured to consume messages from a queue destination. As an integration architect can you advise which JMS listener configuration must be used to receive messages in all the nodes of the cluster?

A.

Use the parameter primaryNodeOnly= "false" on the JMS listener

B.

Use the parameter primaryNodeOnly= "false" on the JMS listener with a shared subscription

C.

Use the parameter primaryNodeOnly= "true" on the JMS listener with a non­shared subscription

D.

Use the parameter primaryNodeOnly= "true" on the JMS listener

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Question # 27

A company is implementing a new Mule application that supports a set of critical functions driven by a rest API enabled, claims payment rules engine hosted on oracle ERP. As designed the mule application requires many data transformation operations as it performs its batch processing logic.

The company wants to leverage and reuse as many of its existing java-based capabilities (classes, objects, data model etc.) as possible

What approach should be considered when implementing required data mappings and transformations between Mule application and Oracle ERP in the new Mule application?

A.

Create a new metadata RAML classes in Mule from the appropriate Java objects and then perform transformations via Dataweave

B.

From the mule application, transform via theXSLT model

C.

Transform by calling any suitable Java class from Dataweave

D.

Invoke any of the appropriate Java methods directly, create metadata RAML classes and then perform required transformations via Dataweave

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Question # 28

An organization is building a test suite for their applications using m-unit. The integration architect has recommended using test recorder in studio to record the processing flows and then configure unit tests based on the capture events

What are the two considerations that must be kept in mind while using test recorder

(Choose two answers)

A.

Tests for flows cannot be created with Mule errors raised inside

the flow or already existing in the incoming event

B.

Recorder supports smoking a message before or inside a ForEach processor

C.

The recorder support loops where the structure of the data been tested

changes inside the iteration

D.

A recorded flow execution ends successfully but the result does

not reach its destination because the application is killed

E.

Mocking values resulting from parallel processes are possible and will not affect the execution of the processes that follow in the test

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Question # 29

A team has completed the build and test activities for a Mule application that implements a System API for its application network.

Which Anypoint Platform component should the team now use to both deploy and monitor the System AP\ implementation?

A.

API Manager

B.

Design Center

C.

Anypoint Exchange

D.

Runtime Manager

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Question # 30

An airline is architecting an API connectivity project to integrate its flight data into an online aggregation website. The interface must allow for secure communication high-performance and asynchronous message exchange.

What are suitable interface technologies for this integration assuming that Mulesoft fully supports these technologies and that Anypoint connectors exist for these interfaces?

A.

AsyncAPI over HTTPS

AMQP with RabbitMQ JSON/REST over HTTPS

B.

XML over ActiveMQ XML over SFTP XML/REST over HTTPS

C.

CSV over FTP YAM L over TLS JSON over HTTPS

D.

SOAP over HTTPS HOP over TLS gRPC over HTTPS

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Question # 31

An ABC Farms project team is planning to build a new API that is required to work with data from different domains across the organization.

The organization has a policy that all project teams should leverage existing investments by reusing existing APIs and related resources and documentation that other project teams have already developed and deployed.

To support reuse, where on Anypoint Platform should the project team go to discover and read existing APIs, discover related resources and documentation, and interact with mocked versions of those APIs?

A.

Design Center

B.

API Manager

C.

Runtime Manager

D.

Anypoint Exchange

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Question # 32

An external REST client periodically sends an array of records in a single POST request to a Mule application API endpoint.

The Mule application must validate each record of the request against a JSON schema before sending it to a downstream system in the same order that it was received in the array

Record processing will take place inside a router or scope that calls a child flow. The child flow has its own error handling defined. Any validation or communication failures should not prevent further processing of the remaining records.

To best address these requirements what is the most idiomatic(used for it intended purpose) router or scope to used in the parent flow, and what type of error handler should be used in the child flow?

A.

First Successful router in the parent flow

On Error Continue error handler in the child flow

B.

For Each scope in the parent flow

On Error Continue error handler in the child flow

C.

Parallel For Each scope in the parent flow

On Error Propagate error handler in the child flow

D.

Until Successful router in the parent flow

On Error Propagate error handler in the child flow

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Question # 33

A REST API is being designed to implement a Mule application.

What standard interface definition language can be used to define REST APIs?

A.

Web Service Definition Language(WSDL)

B.

OpenAPI Specification (OAS)

C.

YAML

D.

AsyncAPI Specification

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Question # 34

When using Anypoint Platform across various lines of business with their own Anypoint Platform business groups, what configuration of Anypoint Platform is always performed at the organization level as opposed to at the business group level?

A.

Environment setup

B.

Identity management setup

C.

Role and permission setup

D.

Dedicated Load Balancer setup

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Question # 35

As an enterprise architect, what are the two reasons for which you would use a canonical data model in the new integration project using Mulesoft Anypoint platform ( choose two answers )

A.

To have consistent data structure aligned in processes

B.

To isolate areas within a bounded context

C.

To incorporate industry standard data formats

D.

There are multiple canonical definitions of each data type

E.

Because the model isolates the back and systems and support mule applications from change

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Question # 36

Cloud Hub is an example of which cloud computing service model?

A.

Platform as a Service (PaaS)

B.

Software as a Service (SaaS)

C.

Monitoring as a Service (MaaS)

D.

Infrastructure as a Service (laaS)

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