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Salesforce Mule-101 認定試験の出題範囲：

トピック	出題範囲
トピック 1	Describe the components and benefits of Anypoint Platform for system integration: This domain covers Anypoint Platform's integration components, connectors, runtime control planes, deployment options, and reusable Exchange assets.
トピック 2	Identify the roles, responsibilities, and lifecycle of a integration project: This domain covers integration project lifecycles, common failure points, MuleSoft's API-led delivery model, DevOps practices, and team roles within integration projects.
トピック 3	Recognize common integration problems, use cases, and technical solutions: This domain examines integration scenarios, compares legacy and modern approaches, and guides selection of appropriate integration technologies for business problems.
トピック 4	Describe the components and benefits of Anypoint Platform for API management: This domain focuses on Anypoint Platform's API management features, lifecycle development, and advantages of API-led connectivity.
トピック 5	Recognize and interpret essential integration concepts and terminology: This domain focuses on foundational concepts including cloud service models, infrastructure types, networking protocols, data formats, security principles, and API classifications.

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Salesforce Certified MuleSoft Integration Foundations 認定 Mule-101 試験問題 (Q24-Q29):

質問 # 24
An organization needs to procure an enterprise software system to increase cross-selling opportunities and better track prospect data.

A. Business-to-Business (B2B)
B. IT Service Management (ITSM)
C. Customer Relationship Management (CRM)
D. Supply Chain Management (SCM)

正解：C

解説：
Customer Relationship Management (CRM): A CRM system (like Salesforce) is specifically designed to manage a company's interactions with current and potential customers5.
Key Functionality: It stores contact information, identifies sales opportunities, records service issues, and manages marketing campaigns-perfectly matching the requirement to "increase cross-selling" and "track prospect data"6.
Why others are incorrect:
SCM: Manages the flow of goods and services (logistics/inventory)7.
ITSM: Manages IT services (help desk tickets)8.
B2B: Refers to the exchange of products/services between businesses, not the system of record for prospect data9.

質問 # 25
What is a defining characteristic of an Integration-Platform-as-a-Service (IPaaS)?

A. Cloud-based
B. Code-first
C. No-code
D. On-premises

正解：A

解説：
Definition of iPaaS: Gartner and MuleSoft define iPaaS (Integration Platform as a Service) as a suite of cloud services enabling the development, execution, and governance of integration flows connecting any combination of on-premises and cloud-based processes, services, applications, and data within individual or across multiple organizations.
The Key Characteristic: The "as a Service" suffix explicitly denotes a Cloud-based delivery model111111111.
MuleSoft Context: CloudHub is the iPaaS component of the Anypoint Platform. It is a fully managed, multi-tenant, cloud-based integration platform where you deploy API implementations without managing the underlying hardware.

質問 # 26
An organization is not meeting its growth and innovation objectives because IT cannot deliver projects fast enough to keep up with the pace of change required by the business.

A. Modify IT governance and security controls so that line of business developers can have direct access to the organization's systems of record
B. Switch from a design-first to a code-first approach for IT development
C. Hire more IT developers, architects, and project managers to increase IT delivery
D. Adopt a new approach that decouples core IT projects from the innovation that happens within each line of business

正解：D

解説：
The IT Delivery Gap: This question addresses the "IT Delivery Gap"-the widening gap between business demands and IT's capacity to deliver.
The Solution (New Operating Model): MuleSoft recommends shifting from a centralized factory model to an Asset-Based consumption model.
Decoupling (Option A): By using API-led Connectivity:
Central IT builds reusable System APIs (unlocking core assets/systems of record) and governs them.
Lines of Business (LOB) consume these assets to build their own Process and Experience APIs (Innovation)2.
Why others fail:
(B) Hiring doesn't scale linearly with exponential demand.
(C) Removing governance creates security risks ("Shadow IT").
(D) Code-first ignores reuse and leads to technical debt.

質問 # 27
What is an example of data confidentiality?

A. De-masking a person's Social Security number while inserting it into a database
B. Signing a file digitally and sending it using a file transfer mechanism
C. Providing a server's private key to a client for secure decryption of data during a two-way SSL handshake
D. Encrypting a file containing personally identifiable information (PII)

正解：D

解説：
Confidentiality: This security concept ensures that information is not made available or disclosed to unauthorized individuals, entities, or processes.
Encryption (Option A): Transforming readable data (plaintext) into unreadable data (ciphertext) is the primary technical control for confidentiality. 7If a file with PII is stolen but encrypted, the confidentiality is maintained89.10 Why others are incorrect:
Signing (C): Ensures Integrity (proving the data hasn't changed), not confidentiality (the data is still readable).
De-masking (B): Removes protection.
Providing Private Key (D): This is a severe security breach, not a protection mechanism.

質問 # 28
Which component of Anypoint Platform belongs to the platform control plane?

A. Runtime Fabric
B. Anypoint Connectors
C. Runtime Replica
D. API Manager

正解：D

解説：
Control Plane vs. Runtime Plane:
Control Plane: The set of components that manage, monitor, and design APIs and applications. This includes API Manager, Runtime Manager (the console), Anypoint Exchange, and Design Center3.
Runtime Plane: The infrastructure where the applications actually run (execute). This includes the Mule Runtime engine, Runtime Fabric, and CloudHub workers.
API Manager: It sits in the Control Plane and pushes policies (governance) down to the runtime engines (gateways).

質問 # 29
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