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2025 MuleSoft-Integration-Architect-I–100% Free Free Updates | Excellent MuleSoft-Integration-Architect-I Reliable Braindumps Book

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Salesforce MuleSoft-Integration-Architect-I Exam Syllabus Topics:

TopicDetails
Topic 1
  • Applying DevOps Practices and Operating Integration Solutions: Its sub-topics are related to designing CI
  • CD pipelines with MuleSoft plugins, automating interactions with Anypoint Platform, designing logging configurations, and identifying Anypoint Monitoring features.
Topic 2
  • Initiating Integration Solutions on Anypoint Platform: Summarizing MuleSoft Catalyst and Catalyst Knowledge Hub, differentiating between functional and non-functional requirements, selecting features for designing and managing APIs, and choosing deployment options are its sub-topics.
Topic 3
  • Designing Integration Solutions to Meet Security Requirements: This topic emphasizes securing access to the Anypoint Platform and APIs, using Anypoint Security, counteracting security vulnerabilities, and understanding audit logging capabilities.
Topic 4
  • Designing for the Runtime Plane Technology Architecture: It includes analyzing Mule runtime clusters, designing solutions for CloudHub, choosing Mule runtime domains, leveraging Mule 4 class loader isolation, and understanding the reactive event processing model.
Topic 5
  • Designing Integration Solutions to Meet Persistence Requirements: It addresses the usage of VM queues and connectors, object stores and services, and stateful components configured with object stores.

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Salesforce Certified MuleSoft Integration Architect I Sample Questions (Q253-Q258):

NEW QUESTION # 253
An organization is designing an integration solution to replicate financial transaction data from a legacy system into a data warehouse (DWH).
The DWH must contain a daily snapshot of financial transactions, to be delivered as a CSV file. Daily transaction volume exceeds tens of millions of records, with significant spikes in volume during popular shopping periods.
What is the most appropriate integration style for an integration solution that meets the organization's current requirements?

  • A. Event-driven architecture
  • B. API-led connectivity
  • C. Batch-triggered ETL
  • D. Microservice architecture

Answer: C

Explanation:
Correct answer is Batch-triggered ETL Within a Mule application, batch processing provides a construct for asynchronously processing larger-than-memory data sets that are split into individual records. Batch jobs allow for the description of a reliable process that automatically splits up source data and stores it into persistent queues, which makes it possible to process large data sets while providing reliability. In the event that the application is redeployed or Mule crashes, the job execution is able to resume at the point it stopped.


NEW QUESTION # 254
A retail company is implementing a MuleSoft API to get inventory details from two vendors by Invoking each vendor's online applications. Due to network issues, the invocations to the vendor applications are timing out intermittently, but the requests are successful after re-invoking each vendor application.
What is the most performant way of implementing the API to invoke each vendor application and to retry invocations that generate timeout errors?

  • A. Use a Round-Robin scope to invoke each vendor application on a separate route.
    Use a Try-Catch scope in each route to retry requests that raise timeout errors.
  • B. Use a Scatter-Gather scope to invoke each vendor application on a separate route.
    Use an Until-Successful scope in each route to retry requests that raise timeout errors.
  • C. Use a Choice scope to Invoke each vendor application on a separate route.
    Place the Choice scope inside an Until-Successful scope to retry requests that raise timeout errors.
  • D. Use a For-Each scope to invoke the two vendor applications in series, one after the other.
    Place the For-Each scope inside an Until-Successful scope to retry requests that raise timeout errors.

Answer: B

Explanation:
To efficiently handle the invocation of vendor applications and retry requests that generate timeout errors, the most performant way is:
* Scatter-Gather Scope: Use a Scatter-Gather scope to invoke each vendor application in parallel. This approach allows the API to send requests to both vendors simultaneously, reducing overall processing time.
* Until-Successful Scope: Inside each route of the Scatter-Gather scope, use an Until-Successful scope to handle retries. The Until-Successful scope will retry the request in case of timeout errors until the request succeeds or the maximum retry limit is reached.
This combination ensures that the API can handle intermittent network issues efficiently while minimizing redundant transactions and maximizing performance.
References
* MuleSoft Documentation on Scatter-Gather Scope
* MuleSoft Documentation on Until-Successful Scope and Error Handling


NEW QUESTION # 255
A new Mule application has been deployed through Runtime Manager to CloudHub 1.0 using a CI/CD pipeline with sensitive properties set as cleartext. The Runtime Manager Administrator opened a high priority incident ticket about this violation of their security requirements indicating these sensitive properties values must not be stored or visible in Runtime Manager but should be changeable in Runtime Manager by Administrators with proper permissions.
How can the Mule application be deployed while safely hiding the sensitive properties?

  • A. Add a new wrapper.java.additional.xx parameter for each sensitive property in the wrapper.conf file used by the CI/CD pipeline scripts
  • B. Add encrypted versions of the sensitive properties as global configuration properties in the Mule application
  • C. Add an ArrayList of all the sensitive properties' names in the mule-artifact.json file of the application
  • D. Create a variable for each sensitive property and declare them as hidden in the CI/CD pipeline scripts

Answer: B

Explanation:
To securely handle sensitive properties in a Mule application deployed through a CI/CD pipeline, the properties should be encrypted and stored as global configuration properties. This ensures that sensitive data is not visible in cleartext in Runtime Manager or any other configuration files. The steps are:
* Encrypt Sensitive Properties: Use a tool or process to encrypt sensitive property values.
* Global Configuration Properties: Store these encrypted values as global configuration properties within the Mule application.
* Configuration in Runtime Manager: Ensure that these properties are referenced correctly so that administrators with proper permissions can manage them in Runtime Manager without exposing the sensitive values.
This approach aligns with security best practices and complies with the requirement to hide sensitive properties while allowing administrative control.
References
* MuleSoft Documentation on Secure Property Placeholder
* Best Practices for Handling Sensitive Data in MuleSoft


NEW QUESTION # 256
A global, high-volume shopping Mule application is being built and will be deployed to CloudHub. To improve performance, the Mule application uses a Cache scope that maintains cache state in a CloudHub object store. Web clients will access the Mule application over HTTP from all around the world, with peak volume coinciding with business hours in the web client's geographic location. To achieve optimal performance, what Anypoint Platform region should be chosen for the CloudHub object store?

  • A. Choose the same region as to where the Mule application is deployed
  • B. Choose the geographically closest available region for each web client
  • C. Choose a region that is the traffic-weighted geographic center of all web clients
  • D. Choose the US-West region, the only supported region for CloudHub object stores

Answer: A

Explanation:
CloudHub object store should be in same region where the Mule application is deployed. This will give optimal performance.
Before learning about Cache scope and object store in Mule 4 we understand what is in general Caching is and other related things.
WHAT DOES "CACHING" MEAN?
Caching is the process of storing frequently used data in memory, file system or database which saves processing time and load if it would have to be accessed from original source location every time.
In computing, a cache is a high-speed data storage layer which stores a subset of data, so that future requests for that data are served up faster than is possible by accessing the data's primary storage location. Caching allows you to efficiently reuse previously retrieved or computed data.
How does Caching work?
The data in a cache is generally stored in fast access hardware such as RAM (Random-access memory) and may also be used in correlation with a software component. A cache's primary purpose is to increase data retrieval performance by reducing the need to access the underlying slower storage layer.
Caching in MULE 4
In Mule 4 caching can be achieved in mule using cache scope and/or object-store. Cache scope internally uses Object Store to store the data.
What is Object Store
Object Store lets applications store data and states across batch processes, Mule components, and applications, from within an application. If used on cloud hub, the object store is shared between applications deployed on Cluster.
Cache Scope is used in below-mentioned cases:
* Need to store the whole response from the outbound processor
* Data returned from the outbound processor does not change very frequently
* As Cache scope internally handle the cache hit and cache miss scenarios it is more readable Object Store is used in below-mentioned cases:
* Need to store custom/intermediary data
* To store watermarks
* Sharing the data/stage across applications, schedulers, batch.
If CloudHub object store is in same region where the Mule application is deployed it will aid in fast access of data and give optimal performance.


NEW QUESTION # 257
According to the Internet Engineering Task Force (IETF), which supporting protocol does File Transfer Protocol (FTP) use for reliable communication?

  • A. Hypertext Transfer Protocol (HTTP)
  • B. B Transmission Control Protocol (TCP)
  • C. A Secure Sockets Layer (SSL)
  • D. Lightweight Directory Access Protocol (LDAP)

Answer: B

Explanation:
The File Transfer Protocol (FTP) uses the Transmission Control Protocol (TCP) for reliable communication.
TCP is one of the core protocols of the Internet Protocol Suite and provides reliable, ordered, and error- checked delivery of a stream of data between applications running on hosts communicating via an IP network.
FTP relies on TCP to ensure that all data packets are delivered accurately and in the correct sequence, which is essential for the reliable transfer of files between a client and server.
References
* IETF RFC 959 - File Transfer Protocol (FTP)
* TCP/IP Protocol Suite Documentation


NEW QUESTION # 258
......

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