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Question 141.

A Service Mapping administrator discovers that a service dependency appears only when a specific application configuration file is present. What does this suggest?

1. The configuration file may be an important source for discovering that dependency
   2. The MID Server is unnecessary
   3. The dependency should always be created manually
   4. The application service should be deleted

Correct Answer: 1. The configuration file may be an important source for discovering that dependency

Explanation:

Configuration files often contain hostnames, ports, connection strings, middleware endpoints, and other details that help Service Mapping identify application dependencies. If a dependency is discovered only when a particular file is available, that file may be a key source for the relevant pattern logic. Administrators should confirm that the file is consistently available and that the discovery account can read it where appropriate.

Question 142.

A MID Server can reach a target network, but every authentication attempt fails. Which area should be investigated first?

1. Knowledge article templates
   2. Credentials, account permissions, and authentication configuration
   3. Incident priority rules
   4. Catalog item variables

Correct Answer: 2. Credentials, account permissions, and authentication configuration

Explanation:

When network connectivity is successful but authentication fails, the most likely issue is related to credentials, account permissions, authentication method, or target security configuration. Administrators should confirm that the account is valid, authorized, and compatible with the required protocol. They should also maintain least privilege. Network reachability alone does not guarantee that Service Mapping can retrieve the technical information required to continue discovery.

Question 143.

What should be reviewed if a Service Mapping pattern creates the correct CI but assigns it to the wrong technology class?

1. Incident notifications
   2. Service Catalog pricing
   3. CI identification and classification logic in the discovery pattern
   4. Knowledge article ratings

Correct Answer: 3. CI identification and classification logic in the discovery pattern

Explanation:

Correct classification depends on the pattern interpreting the target’s attributes and technology correctly. If the CI exists but belongs to the wrong class, administrators should review identification conditions, pattern variables, command results, process information, and classification logic. Correct CI classification is important because relationships, identification rules, and downstream reporting may depend on the appropriate CMDB class.

Question 144.

A Service Mapping job is creating many irrelevant connections from a server to unrelated systems. What is the best corrective approach?

1. Add every connection to the application service
   2. Delete the server CI
   3. Disable the CMDB
   4. Refine discovery logic so only service-relevant dependencies are followed**

Correct Answer: 4. Refine discovery logic so only service-relevant dependencies are followed

Explanation:

Service Mapping should focus on dependencies that support the application service rather than every network connection observed on a host. Overly broad discovery logic can create noisy topology and make impact analysis less useful. Administrators should refine the pattern or connection logic so it distinguishes relevant application dependencies from unrelated traffic while preserving the components necessary to understand service delivery.

Question 145.

Why is it important to maintain the lifecycle status of CIs used in Service Mapping?

1. It helps distinguish active infrastructure from retired or obsolete components
   2. It automatically prevents all discovery failures
   3. It removes the need for recurring discovery
   4. It eliminates pattern maintenance

Correct Answer: 1. It helps distinguish active infrastructure from retired or obsolete components

Explanation:

CI lifecycle information helps Service Mapping and operations teams understand whether a component is still active, retired, planned, or otherwise outside current service operation. Incorrect lifecycle status can cause stale infrastructure to remain in active topology or lead teams to rely on outdated components during impact analysis. Lifecycle accuracy should work together with recurring discovery and relationship maintenance to keep the service map relevant.

Question 146.

A new firewall rule blocks a port used by a Service Mapping pattern. What is the likely result?

1. The service map automatically becomes more accurate
   2. Discovery may fail or stop when attempting to communicate through that port
   3. The target CI is automatically retired
   4. The Service Catalog is disabled

Correct Answer: 2. Discovery may fail or stop when attempting to communicate through that port

Explanation:

Service Mapping depends on network access between the MID Server and target systems using required protocols and ports. If a firewall blocks one of those ports, the pattern may be unable to authenticate, retrieve data, or follow the dependency. Administrators should review firewall changes, MID Server reachability, and protocol requirements when discovery begins failing unexpectedly after network-security modifications.

Question 147.

What is the best reason to test a custom Service Mapping pattern in a controlled environment first?

1. To prevent all future application changes
   2. To avoid using the CMDB
   3. To verify CI creation, attributes, and relationships before broad deployment
   4. To eliminate the need for credentials

Correct Answer: 3. To verify CI creation, attributes, and relationships before broad deployment

Explanation:

Custom patterns can affect CMDB data across many systems, so they should be validated carefully before widespread use. Controlled testing allows administrators to confirm that identification, attribute collection, and relationship creation behave as intended. It can also reveal environmental assumptions and parsing problems. This reduces the risk of creating large numbers of incorrect or duplicate CIs across production.

Question 148.

An application service depends on a cloud-hosted database and an on-premises application server. What should Service Mapping architecture ensure?

1. Only the on-premises component is discovered
   2. Only cloud resources are mapped
   3. Both components are entered manually
   4. Discovery has appropriate reachability and credentials for both environments**

Correct Answer: 4. Discovery has appropriate reachability and credentials for both environments

Explanation:

Hybrid application services can span multiple infrastructure environments. Service Mapping must have the necessary MID Server placement, network connectivity, APIs, protocols, and credentials to discover components in each relevant environment. If either side cannot be reached, the topology may be incomplete. Planning discovery coverage across cloud and on-premises boundaries is therefore essential for accurate service maps.

Question 149.

What is the most important benefit of correctly mapping a shared load balancer to multiple application services?

1. It improves understanding of potential multi-service impact
   2. It guarantees high availability
   3. It automatically upgrades the load balancer
   4. It removes the need for monitoring

Correct Answer: 1. It improves understanding of potential multi-service impact

Explanation:

When several services rely on the same load balancer, an outage or change to that component can affect more than one application. Mapping each dependency gives operations teams better visibility into the scope of potential impact. This is valuable for incident response, maintenance planning, and change coordination. Service Mapping provides dependency context but does not itself guarantee availability or replace infrastructure monitoring.

Question 150.

A service map contains an unexpected duplicate database CI after discovery. What should the administrator review?

1. Incident assignment groups
   2. Identification rules, discovery attributes, and reconciliation behavior
   3. Knowledge article approvals
   4. Catalog item categories

Correct Answer: 2. Identification rules, discovery attributes, and reconciliation behavior

Explanation:

Duplicate database CIs generally indicate that the discovered data did not match the existing record as expected. Administrators should compare identification attributes, naming conventions, source values, and reconciliation rules to determine why a second CI was created. Resolving the root cause improves CMDB quality and prevents duplicate relationships from degrading Service Mapping accuracy.

Question 151.

A service map correctly identifies a database server, but the dependency points in the wrong direction. What should be corrected?

1. The entry point URL only
   2. The database credential only
   3. The relationship logic that determines dependency direction
   4. The service owner field only

Correct Answer: 3. The relationship logic that determines dependency direction

Explanation:

Relationship direction communicates how one CI depends on or supports another. Incorrect direction can make impact analysis misleading even when both CIs are discovered correctly. The administrator should review the pattern or discovery logic that creates the relationship and correct its direction at the source. Manually reversing relationships after each discovery run is not a sustainable solution.

Question 152.

Why is recurring discovery particularly important in cloud environments?

1. Cloud environments never change
   2. Cloud infrastructure cannot be stored in the CMDB
   3. Recurring discovery is required only for incidents
   4. Cloud resources can be created, replaced, or scaled frequently**

Correct Answer: 4. Cloud resources can be created, replaced, or scaled frequently

Explanation:

Cloud infrastructure is often dynamic. Instances, containers, databases, and supporting resources may be created, replaced, or scaled more frequently than traditional infrastructure. A static service map can become outdated quickly. Recurring discovery helps Service Mapping identify these changes and maintain topology that reflects current service dependencies. The discovery schedule should align with how quickly the environment changes.

Question 153.

What is the main reason to involve application owners when validating a new service map?

1. They can confirm whether discovered components and dependencies match the actual application architecture
   2. They automatically repair discovery patterns
   3. They replace the MID Server
   4. They eliminate the need for CI identification

Correct Answer: 1. They can confirm whether discovered components and dependencies match the actual application architecture

Explanation:

Application owners and technical subject-matter experts often understand expected architecture, shared dependencies, and unusual application behavior. Their review can help identify missing components, false relationships, or unexpected dependencies in the discovered topology. Automated discovery provides technical evidence, while application-owner validation adds operational context that improves confidence in the service map.

Question 154.

A pattern depends on a command that exists on one operating-system version but not another. What should be done?

1. Remove the unsupported operating system from the CMDB
   2. Adjust the pattern to handle the supported environmental variations where appropriate
   3. Disable all credentials
   4. Delete the application service

Correct Answer: 2. Adjust the pattern to handle the supported environmental variations where appropriate

Explanation:

Targets may differ in command availability, paths, output formats, or operating-system behavior. Patterns should account for supported variations when practical. Administrators can use conditional logic or alternative discovery steps to handle different environments. Changes should be tested carefully to avoid creating new errors. Removing valid infrastructure from scope would hide the issue rather than address it.

Question 155.

An organization wants to reduce the chance of stale topology after frequent infrastructure migrations. Which practice is most helpful?

1. Disable scheduled discovery
   2. Maintain all old relationships permanently
   3. Use recurring discovery and monitor relationship freshness
   4. Map every relationship manually

Correct Answer: 3. Use recurring discovery and monitor relationship freshness

Explanation:

Frequent migrations can quickly make service topology outdated. Recurring discovery helps identify new infrastructure and changed dependencies, while monitoring relationship freshness helps detect stale components that may no longer support the service. This approach is more sustainable than relying on manual updates. It also improves confidence that incident and change impact analysis reflects the current environment.

Question 156.

Which scenario most strongly indicates a network-access problem rather than a credential problem?

1. Authentication succeeds but a command returns permission denied
   2. The account password has expired
   3. A valid account cannot execute privileged commands
   4. The MID Server cannot establish any connection to the required target port**

Correct Answer: 4. The MID Server cannot establish any connection to the required target port

Explanation:

If the MID Server cannot establish a connection to the target protocol or port, the issue likely involves routing, firewall rules, network access, or service availability rather than authentication. Credential problems generally occur after communication with the target has already been established. Distinguishing network failures from authentication failures helps administrators troubleshoot Service Mapping more efficiently.

Question 157.

What is the main reason to monitor CMDB duplication trends in a large Service Mapping environment?

1. Duplicate CIs can reduce confidence in topology and impact analysis
   2. Duplicate CIs improve discovery speed
   3. Duplicate CIs eliminate reconciliation requirements
   4. Duplicate CIs automatically become application services

Correct Answer: 1. Duplicate CIs can reduce confidence in topology and impact analysis

Explanation:

Duplicate configuration items can cause the same real-world component to appear several times in service topology. This can create conflicting relationships, inaccurate impact paths, and confusing operational data. Monitoring duplication trends helps identify systemic problems with identification attributes or source data. Maintaining a healthy CMDB is therefore closely connected to maintaining reliable Service Mapping results.

Question 158.

A Service Mapping administrator needs to determine why discovery succeeds manually but fails on the scheduled run. What should be compared?

1. Knowledge article versions
   2. MID Server selection, credentials, timing, and execution context
   3. Employee profile details
   4. Service Catalog approvals

Correct Answer: 2. MID Server selection, credentials, timing, and execution context

Explanation:

Manual and scheduled discovery may differ in MID Server selection, available credentials, timing, network conditions, or other execution context. Comparing these factors can reveal why one run succeeds while another fails. Administrators should also review logs from both executions. The goal is to identify the environmental or configuration difference rather than assuming the discovery logic itself is always at fault.

Question 159.

A service map includes a web server, application server, and database. Why is the relationship among all three more valuable than a simple CI list?

1. It increases licensing capacity
   2. It automatically resolves outages
   3. It shows the dependency chain that supports service delivery
   4. It replaces application monitoring

Correct Answer: 3. It shows the dependency chain that supports service delivery

Explanation:

A list of CIs shows what components exist, but relationships show how those components work together. By mapping the dependency from web tier to application tier to database tier, Service Mapping provides operational context for troubleshooting and impact analysis. Teams can better understand how the failure or change of one component might affect other parts of the service.

Question 160.

Which operating model best supports high-quality Service Mapping at scale?

1. Build every map manually
   2. Stop reviewing maps after initial implementation
   3. Ignore recurring discovery errors unless there is an outage
   4. Continuously monitor discovery health, CMDB quality, credentials, topology freshness, and pattern performance**

Correct Answer: 4. Continuously monitor discovery health, CMDB quality, credentials, topology freshness, and pattern performance

Explanation:

Large Service Mapping environments require ongoing operational management. Discovery errors, expired credentials, network changes, stale relationships, duplicate CIs, and pattern regressions can all reduce map quality over time. Monitoring these areas systematically helps administrators detect and resolve issues before they affect incident or change analysis. Service Mapping should therefore be treated as a continuously maintained operational capability.