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MCIA-Level-1-Maintenance MuleSoft Certified Integration Architect - Level 1 MAINTENANCE Questions and Answers

Questions 4

A Mule application is being designed To receive nightly a CSV file containing millions of records from an external vendor over SFTP, The records from the file need to be validated, transformed. And then written to a database. Records can be inserted into the database in any order.

In this use case, what combination of Mule components provides the most effective and performant way to write these records to the database?

Options:

A.

Use a Parallel for Each scope to Insert records one by one into the database

B.

Use a Scatter-Gather to bulk insert records into the database

C.

Use a Batch job scope to bulk insert records into the database.

D.

Use a DataWeave map operation and an Async scope to insert records one by one into the database.

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Questions 5

When designing an upstream API and its implementation, the development team has been advised to not set timeouts when invoking downstream API. Because the downstream API has no SLA that can be relied upon. This is the only donwstream API dependency of that upstream API. Assume the downstream API runs uninterrupted without crashing. What is the impact of this advice?

Options:

A.

The invocation of the downstream API will run to completion without timing out.

B.

An SLA for the upstream API CANNOT be provided.

C.

A default timeout of 500 ms will automatically be applied by the Mule runtime in which the upstream API implementation executes.

D.

A load-dependent timeout of less than 1000 ms will be applied by the Mule runtime in which the downstream API implementation executes.

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Questions 6

Mule application is deployed to Customer Hosted Runtime. Asynchronous logging was implemented to improved throughput of the system. But it was observed over the period of time that few of the important exception log messages which were used to rollback transactions are not working as expected causing huge loss to the Organization. Organization wants to avoid these losses. Application also has constraints due to which they cant compromise on throughput much. What is the possible option in this case?

Options:

A.

Logging needs to be changed from asynchronous to synchronous

B.

External log appender needs to be used in this case

C.

Persistent memory storage should be used in such scenarios

D.

Mixed configuration of asynchronous or synchronous loggers should be used to log exceptions via synchronous way

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Questions 7

As a part of design , Mule application is required call the Google Maps API to perform a distance computation. The application is deployed to cloudhub.

At the minimum what should be configured in the TLS context of the HTTP request configuration to meet these requirements?

Options:

A.

The configuration is built-in and nothing extra is required for the TLS context

B.

Request a private key from Google and create a PKCS12 file with it and add it in keyStore as a part of TLS context

C.

Download the Google public certificate from a browser, generate JKS file from it and add it in key store as a part of TLS context

D.

Download the Google public certificate from a browser, generate a JKS file from it and add it in Truststore as part of the TLS context

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Questions 8

A Mule application is synchronizing customer data between two different database systems.

What is the main benefit of using eXtended Architecture (XA) transactions over local transactions to synchronize these two different database systems?

Options:

A.

An XA transaction synchronizes the database systems with the least amount of Mule configuration or coding

B.

An XA transaction handles the largest number of requests in the shortest time

C.

An XA transaction automatically rolls back operations against both database systems if any operation falls

D.

An XA transaction writes to both database systems as fast as possible

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Questions 9

An organization is evaluating using the CloudHub shared Load Balancer (SLB) vs creating a CloudHub dedicated load balancer (DLB). They are evaluating how this choice affects the various types of certificates used by CloudHub deplpoyed Mule applications, including MuleSoft-provided, customer-provided, or Mule application-provided certificates.

What type of restrictions exist on the types of certificates that can be exposed by the CloudHub Shared Load Balancer (SLB) to external web clients over the public internet?

Options:

A.

Only MuleSoft-provided certificates are exposed.

B.

Only customer-provided wildcard certificates are exposed.

C.

Only customer-provided self-signed certificates are exposed.

D.

Only underlying Mule application certificates are exposed (pass-through)

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Questions 10

Mule application muleA deployed in cloudhub uses Object Store v2 to share data across instances. As a part of new requirement , application muleB which is deployed in same region wants to access this Object Store.

Which of the following option you would suggest which will have minimum latency in this scenario?

Options:

A.

Object Store REST API

B.

Object Store connector

C.

Both of the above option will have same latency

D.

Object Store of one mule application cannot be accessed by other mule application.

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Questions 11

Which of the below requirements prevent the usage of Anypoint MQ in a company's network?(Choose two answers)

Options:

A.

single message payload can be up to 15 MB

B.

payloads must be encrypted

C.

the message broker must be hosted on premises

D.

support for point-to-point messaging

E.

ability for a third party outside the company's network to consume events from the queue

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Questions 12

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?

Options:

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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Questions 13

An organization is designing Mule application which connects to a legacy backend. It has been reported that backend services are not highly available and experience downtime quite often. As an integration architect which of the below approach you would propose to achieve high reliability goals?

Options:

A.

Alerts can be configured in Mule runtime so that backend team can be communicated when services are down

B.

Until Successful scope can be implemented while calling backend API's

C.

On Error Continue scope to be used to call in case of error again

D.

Create a batch job with all requests being sent to backend using that job as per the availability of backend API's

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Questions 14

As a part of project requirement, Java Invoke static connector in a mule 4 application needs to invoke a static method in a dependency jar file. What are two ways to add the dependency to be visible by the connectors class loader?

(Choose two answers)

Options:

A.

In the Java Invoke static connector configuration, configure a path and name of the dependency jar file

B.

Add the dependency jar file to the java classpath by setting theJVM parameters

C.

Use Maven command to include the dependency jar file when packaging the application

D.

Configure the dependency as a shared library in the project POM

E.

Update mule-artefact.json to export the Java package

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Questions 15

An organization is designing a Mule application to periodically poll an SFTP location for new files containing sales order records and then process those sales orders. Each sales order must be processed exactly once.

To support this requirement, the Mule application must identify and filter duplicate sales orders on the basis of a unique ID contained in each sales order record and then only send the new sales orders to the downstream system.

What is the most idiomatic (used for its intended purpose) Anypoint connector, validator, or scope that can be configured in the Mule application to filter duplicate sales orders on the basis of the unique ID field contained in each sales order record?

Options:

A.

Configure a Cache scope to filter and store each record from the received file by the order ID

B.

Configure a Database connector to filter and store each record by the order ID

C.

Configure an Idempotent Message Validator component to filter each record by the order ID

D.

Configure a watermark In an On New or Updated File event source to filter unique records by the order ID

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Questions 16

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?

Options:

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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Exam Name: MuleSoft Certified Integration Architect - Level 1 MAINTENANCE
Last Update: Oct 30, 2025
Questions: 116

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