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Salesforce Certified MuleSoft Integration Architect I Sample Questions (Q123-Q128):
NEW QUESTION # 123
Following MuleSoft best practices, what MuleSoft runtime deployment option best meets the company's goals to begin its digital transformation journey?
- A. CloudHub runtimes
- B. Customer-hosted runtimes provisioned by a MuleSoft services partner
- C. Runtime Fabric on VMs/bare metal
- D. Customer-hosted self-provisioned runtimes
Answer: A
Explanation:
* Digital Transformation Goals:
* The company aims to start its digital transformation journey, which typically involves adopting cloud-based solutions to enhance agility, scalability, and innovation.
* CloudHub Runtimes:
* Fully Managed Service: CloudHub is a fully managed, multi-tenant integration platform as a service (iPaaS) offered by MuleSoft.
* Ease of Use: It simplifies deployment and management, requiring minimal infrastructure setup and maintenance from the customer.
* Scalability: CloudHub provides seamless scalability to handle varying workloads, which is crucial for growing digital transformation initiatives.
* High Availability: CloudHub ensures high availability and reliability through its underlying infrastructure and built-in failover mechanisms.
* Security: MuleSoft ensures that CloudHub meets stringent security and compliance standards, which is essential for enterprise applications.
* Suitability for Digital Transformation:
* Rapid Deployment: CloudHub enables rapid deployment of integrations and APIs, accelerating the digital transformation process.
* Cost-Effective: As a managed service, it reduces the total cost of ownership by eliminating the need for extensive infrastructure investments and ongoing operational costs.
* Integration Capabilities: CloudHub supports a wide range of integration patterns and connectors, facilitating seamless integration with various systems and data sources.
MuleSoft Documentation on CloudHub: CloudHub
MuleSoft Digital Transformation Insights: MuleSoft Digital Transformation
NEW QUESTION # 124
Refer to the exhibit.
A Mule application is deployed to a cluster of two customer-hosted Mute runtimes. The Mute application has a flow that polls a database and another flow with an HTTP Listener.
HTTP clients send HTTP requests directly to individual cluster nodes.
What happens to database polling and HTTP request handling in the time after the primary (master) node of the cluster has railed, but before that node is restarted?
- A. Database polling continues All HTTP requests continue to be accepted, but requests to the failed node Incur increased latency
- B. Database polling stops All HTTP requests are rejected
- C. Database polling stops All HTTP requests continue to be accepted
- D. Database polling continues Only HTTP requests sent to the remaining node continue to be accepted
Answer: D
Explanation:
Correct answer is Database polling continues Only HTTP requests sent to the remaining node continue to be accepted. Explanation : Architecture descripted in the question could be described as follows.When node 1 is down , DB polling will still continue via node 2 . Also requests which are coming directly to node 2 will also be accepted and processed in BAU fashion. Only thing that wont work is when requests are sent to Node 1 HTTP connector. The flaw with this architecture is HTTP clients are sending HTTP requests directly to individual cluster nodes. By default, clustering Mule runtime engines ensures high system availability. If a Mule runtime engine node becomes unavailable due to failure or planned downtime, another node in the cluster can assume the workload and continue to process existing events and messages Diagram Description automatically generated
NEW QUESTION # 125
One of the backend systems involved by the API implementation enforces rate limits on the number of request a particle client can make.
Both the back-end system and API implementation are deployed to several non-production environments including the staging environment and to a particular production environment. Rate limiting of the back-end system applies to all non-production environments.
The production environment however does not have any rate limiting.
What is the cost-effective approach to conduct performance test of the API implementation in the non- production staging environment?
- A. Including logic within the API implementation that bypasses in locations of the back-end system in the staging environment and invoke a Mocking service that replicates typical back-end system responsesThen conduct performance test using this API implementation
- B. Use MUnit to simulate standard responses from the back-end system.Then conduct performance test to identify other bottlenecks in the system
- C. Create a Mocking service that replicates the back-end system'sproduction performance characteristicsThen configure the API implementation to use the mockingservice and conduct the performance test
- D. Conduct scaled-down performance tests in the staging environment against rate-limiting back-end system. Then upscale performance results to full production scale
Answer: C
Explanation:
To conduct performance testing in a non-production environment where rate limits are enforced, the most cost-effective approach is:
C). Create a Mocking service that replicates the back-end system's production performance characteristics.
Then configure the API implementation to use the mocking service and conduct the performance test.
* Mocking Service: Develop a mock service that emulates the performance characteristics of the production back-end system. This service should mimic the response times, data formats, and any relevant behavior of the actual back-end system without imposing rate limits.
* Configuration: Modify the API implementation to route requests to the mocking service instead of the actual back-end system. This ensures that the performance tests are not impacted by the rate limits imposed in the non-production environment.
* Performance Testing: Conduct the performance tests using the API implementation configured with the mocking service. This approach allows you to assess the performance under expected production load conditions without being constrained by non-production rate limits.
This method ensures that performance testing is accurate and reflective of the production environment without additional costs or constraints due to rate limiting in staging environments.
References:
MuleSoft Documentation: Mocking Services
MuleSoft Documentation: Performance Testing
NEW QUESTION # 126
What aspects of a CI/CD pipeline for Mule applications can be automated using MuleSoft-provided Maven plugins?
- A. Compile, package, unit test, deploy, integration test (Incorrect)
- B. Import from API designer, compile, package, unit test, deploy, publish to Anypoint Exchange
- C. Compile, package, unit test, deploy, create associated API instances in API Manager
- D. Compile, package, unit test, validate unit test coverage, deploy
Answer: D
Explanation:
Correct answer is "Compile, package, unit test, validate unit test coverage, deploy" Explanation : Anypoint Platform supports continuous integration and continuous delivery using industry standard tools Mule Maven Plugin The Mule Maven plugin can automate building, packaging and deployment of Mule applications from source projects Using the Mule Maven plugin, you can automate your Mule application deployment to CloudHub, to Anypoint Runtime Fabric, or on-premises, using any of the following deployment strategies * CloudHub deployment * Runtime Fabric deployment * Runtime Manager REST API deployment * Runtime Manager agent deployment MUnit Maven Plugin The MUnit Maven plugin can automate test execution, and ties in with the Mule Maven plugin. It provides a full suite of integration and unit test capabilities, and is fully integrated with Maven and Surefire for integration with your continuous deployment environment. Since MUnit 2.x, the coverage report goal is integrated with the maven reporting section. Coverage Reports are generated during Maven's site lifecycle, during the coverage-report goal. One of the features of MUnit Coverage is to fail the build if a certain coverage level is not reached. MUnit is not used for integration testing Also publishing to Anypoint Exchange or to create associated API instances in API Manager is not a part of CICD pipeline which can ne achieved using mulesoft provided maven plugin Explanation:
Architecture mentioned in the question can be diagrammatically put as below. Persistent Object Store is the correct answer .
* Mule Object Stores: An object store is a facility for storing objects in or across Mule applications. Mule uses object stores to persist data for eventual retrieval.
Mule provides two types of object stores:
1) In-memory store - stores objects in local Mule runtime memory. Objects are lost on shutdown of the Mule runtime. So we cant use in memory store in our scenario as we want to share watermark within all cloudhub workers
2) Persistent store - Mule persists data when an object store is explicitly configured to be persistent. Hence this watermark will be available even any of the worker goes down
NEW QUESTION # 127
A developer needs to discover which API specifications have been created within the organization before starting a new project.
Which Anypoint Platform component can the developer use to find and try out the currently released API specifications?
- A. API Manager
- B. Object Store
- C. Runtime Manager
- D. Anypoint Exchange
Answer: D
NEW QUESTION # 128
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