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Question 221.

A Service Mapping administrator wants to confirm why a dependency was added between an application server and a database. What should be reviewed first?

1. Discovery and pattern execution details
   2. Knowledge article history
   3. Service Catalog approvals
   4. Incident closure notes

Correct Answer: 1. Discovery and pattern execution details

Explanation:

Discovery and pattern execution details show the technical evidence that led Service Mapping to create the dependency. This may include process information, connection strings, configuration files, command output, or active network sessions. Reviewing these details helps determine whether the relationship is valid and whether the pattern logic is behaving correctly. Unrelated records such as catalog approvals or incident notes do not explain how the dependency was technically discovered.

Question 222.

A MID Server can communicate with a target, but the target rejects the configured credentials. What should be investigated?

1. CMDB class hierarchy
   2. Credential validity, authentication method, and account status
   3. Knowledge article ownership
   4. Catalog item variables

Correct Answer: 2. Credential validity, authentication method, and account status

Explanation:

If network communication succeeds but authentication is rejected, the problem is likely related to the credentials themselves or the target’s authentication configuration. Administrators should verify the username, password or key, account status, authentication method, and required permissions. Network reachability has already been established, so troubleshooting should focus on authentication rather than routing or firewall connectivity.

Question 223.

A pattern creates the correct server CI but fails to recognize the application running on it. Which area should be reviewed?

1. Incident assignment
   2. Service Catalog categories
   3. Application identification logic in the pattern
   4. Knowledge article permissions

Correct Answer: 3. Application identification logic in the pattern

Explanation:

Recognizing an application often depends on process names, command-line arguments, ports, configuration files, environment variables, or other application-specific indicators. If the server CI is correct but the application is missing, the identification portion of the pattern should be reviewed. Improving that logic helps Service Mapping classify the application correctly and continue discovering its downstream dependencies.

Question 224.

A service map is cluttered with connections unrelated to the application being mapped. What is the best corrective action?

1. Add more connections for completeness
   2. Remove the application server
   3. Disable all discovery
   4. Refine discovery logic to follow only service-relevant dependencies**

Correct Answer: 4. Refine discovery logic to follow only service-relevant dependencies

Explanation:

Service Mapping should produce a focused topology that reflects how the application service is actually delivered. Including every observed network connection can create noise and make the map harder to interpret. Pattern or connection logic should distinguish relevant application dependencies from unrelated traffic. This keeps impact analysis and troubleshooting focused on the infrastructure that truly supports the service.

Question 225.

Why is it important to keep CI operational and lifecycle status accurate?

1. It helps prevent retired infrastructure from appearing as an active service dependency
   2. It eliminates the need for patterns
   3. It prevents every discovery failure
   4. It replaces recurring discovery

Correct Answer: 1. It helps prevent retired infrastructure from appearing as an active service dependency

Explanation:

Lifecycle and operational status provide context about whether a CI is still active, retired, planned, or otherwise unavailable. Incorrect status information can cause obsolete components to remain visible in active service topology. This may mislead operations teams during incidents or change planning. Accurate lifecycle data should work together with recurring discovery and relationship maintenance to keep maps current.

Question 226.

Discovery stops immediately after a firewall change. Which item should be checked first?

1. Knowledge article categories
   2. Required network ports and communication paths from the MID Server
   3. Service owner assignment
   4. Incident templates

Correct Answer: 2. Required network ports and communication paths from the MID Server

Explanation:

A firewall change can block the protocols and ports that discovery requires. If failures begin immediately afterward, administrators should verify whether the relevant MID Server can still reach the targets using the required communication methods. Credentials and pattern logic may still be correct but cannot operate if the network path is blocked.

Question 227.

Why should a custom discovery pattern be tested before broad production use?

1. To eliminate the CMDB
   2. To prevent future infrastructure changes
   3. To validate CI creation, attributes, and relationships before they affect many systems
   4. To avoid using credentials

Correct Answer: 3. To validate CI creation, attributes, and relationships before they affect many systems

Explanation:

Custom discovery logic can influence large portions of the CMDB if deployed broadly. Controlled testing lets administrators confirm that the pattern identifies the intended technology, collects the correct attributes, and creates the right relationships. Testing can also expose differences among target environments. This reduces the risk of introducing duplicate CIs or inaccurate topology at scale.

Question 228.

An application service spans multiple network security zones. What should Service Mapping architecture provide?

1. A single unrestricted credential for every system
   2. Manual relationships only
   3. One application service per zone
   4. Appropriate MID Server reachability into all required zones**

Correct Answer: 4. Appropriate MID Server reachability into all required zones

Explanation:

Network segmentation may prevent a single MID Server from reaching every component supporting the application service. Service Mapping architecture should therefore provide appropriately positioned MID Servers with access to each required zone. This supports complete discovery while respecting security boundaries. Without sufficient reachability, the resulting service map may stop at network boundaries and remain incomplete.

Question 229.

What is a key operational benefit of accurately mapping shared infrastructure?

1. It reveals which application services could be affected by a shared-component failure
   2. It automatically prevents outages
   3. It eliminates monitoring requirements
   4. It guarantees successful changes

Correct Answer: 1. It reveals which application services could be affected by a shared-component failure

Explanation:

Shared databases, middleware, proxies, load balancers, and other components can support several application services. Mapping these relationships helps teams understand the potential scope of an outage or planned maintenance event. This information improves incident response and change planning. Service Mapping provides visibility into impact but does not itself prevent failures or guarantee availability.

Question 230.

A target is repeatedly created as a new CI even though it already exists in the CMDB. What should be reviewed?

1. Knowledge article versions
   2. Identification attributes, source data, and reconciliation behavior
   3. Incident severity
   4. Service Catalog workflows

Correct Answer: 2. Identification attributes, source data, and reconciliation behavior

Explanation:

Repeated duplicate creation usually means discovered data is not matching the existing CI under the current identification logic. Administrators should examine the attributes used to identify the target, naming consistency, source values, and reconciliation behavior. Correcting these issues improves CMDB quality and ensures that future Service Mapping relationships attach to the right CI.

Question 231.

A relationship between two CIs is discovered in the wrong direction. Why is this important to fix?

1. It affects employee permissions
   2. It changes catalog visibility
   3. It can make dependency and impact analysis misleading
   4. It prevents MID Servers from starting

Correct Answer: 3. It can make dependency and impact analysis misleading

Explanation:

Relationship direction describes how one component depends on or supports another. If the direction is reversed, teams may misunderstand upstream and downstream impact during incidents or changes. The discovery logic should be corrected so that future runs consistently create the relationship in the proper direction. Manual fixes are not sustainable if the underlying pattern remains incorrect.

Question 232.

Why is recurring discovery especially valuable in highly dynamic cloud environments?

1. Cloud resources never change
   2. Cloud systems cannot be mapped manually
   3. Cloud resources do not use CIs
   4. Resources may be created, replaced, scaled, or removed frequently**

Correct Answer: 4. Resources may be created, replaced, scaled, or removed frequently

Explanation:

Dynamic cloud environments can change rapidly as workloads scale or infrastructure is replaced automatically. Recurring discovery helps Service Mapping keep pace with those changes so the service topology remains current. A map created only once can quickly become stale. Discovery frequency should reflect how often the supporting environment changes.

Question 233.

Why should application owners review newly discovered service maps?

1. They can validate whether the discovered architecture matches expected service dependencies
   2. They replace the MID Server
   3. They eliminate CI identification requirements
   4. They automatically repair patterns

Correct Answer: 1. They can validate whether the discovered architecture matches expected service dependencies

Explanation:

Application owners understand the expected architecture, tiers, shared services, and dependencies of the application. Their validation can identify missing components, incorrect relationships, or unexpected infrastructure. This provides a useful quality check on automated discovery and can reveal either discovery gaps or outdated architecture knowledge.

Question 234.

A discovery pattern works on one application version but fails after the application is upgraded. What should be reviewed?

1. Service Catalog approval rules
   2. Whether the application’s process, configuration, or output format changed
   3. Employee profiles
   4. Incident categories

Correct Answer: 2. Whether the application’s process, configuration, or output format changed

Explanation:

Application upgrades can change process names, file locations, configuration structures, command outputs, or connection behavior. These changes may break discovery logic that relied on the previous format. Administrators should compare pattern assumptions with the upgraded application and update the discovery logic where necessary. The revised pattern should then be tested before broad use.

Question 235.

Which practice is most useful after a major infrastructure migration?

1. Preserve all old relationships permanently
   2. Stop scheduled discovery
   3. Run discovery and review topology for new and stale dependencies
   4. Delete all application services

Correct Answer: 3. Run discovery and review topology for new and stale dependencies

Explanation:

A migration can change servers, databases, network paths, and other dependencies. Running discovery helps identify the new infrastructure, while reviewing topology helps detect stale relationships that should no longer be active. This keeps impact analysis aligned with the current architecture. Preserving old relationships indefinitely can make the map misleading.

Question 236.

Which symptom most strongly indicates insufficient permissions rather than a connectivity failure?

1. The MID Server cannot resolve the hostname
   2. The target port is unreachable
   3. No network route exists
   4. Login succeeds, but required discovery commands return access denied**

Correct Answer: 4. Login succeeds, but required discovery commands return access denied

Explanation:

Successful login shows that the MID Server can reach the target and authenticate. An access-denied error during command execution means the account lacks authorization for the required operation. Administrators should adjust permissions only as much as needed, maintaining least privilege. Connectivity problems generally prevent communication or authentication from occurring at all.

Question 237.

Why should duplicate CI rates be monitored as a Service Mapping quality metric?

1. Duplicates can create fragmented or misleading topology
   2. Duplicates make discovery faster
   3. Duplicates reduce storage requirements
   4. Duplicates eliminate reconciliation

Correct Answer: 1. Duplicates can create fragmented or misleading topology

Explanation:

When the same real-world component is represented by several CIs, relationships can become divided across those records. This makes service topology confusing and weakens impact analysis. Monitoring duplicate rates can reveal systemic identification or source-data problems. Maintaining strong CMDB quality is therefore directly connected to reliable Service Mapping.

Question 238.

A scheduled mapping run fails while an immediate manual run succeeds. What should the administrator compare?

1. Knowledge article comments
   2. MID Server selection, credentials, timing, and execution conditions
   3. Service Catalog descriptions
   4. Incident resolution codes

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

Explanation:

Manual and scheduled discovery may occur under different conditions. They may select different MID Servers, use different available credentials, run during restricted network windows, or encounter different target states. Comparing execution details and logs can reveal the cause. The pattern itself may be functioning correctly even though the scheduled context is not.

Question 239.

Why is a service topology more useful than a simple infrastructure inventory during an outage?

1. It guarantees immediate recovery
   2. It eliminates the need for monitoring
   3. It shows how infrastructure components depend on one another to deliver the service
   4. It automatically assigns the incident

Correct Answer: 3. It shows how infrastructure components depend on one another to deliver the service

Explanation:

An inventory tells teams which components exist, but topology shows how they are related. During an outage, this dependency context can help support teams understand likely impact paths and identify which web, application, middleware, database, or network components may contribute to the problem. Service Mapping adds operational context that a flat list cannot provide.

Question 240.

Which approach best supports reliable Service Mapping as the environment grows?

1. Map every dependency manually
   2. Stop reviewing discovery failures
   3. Run discovery only during implementation
   4. Maintain operational monitoring for discovery, CMDB quality, credentials, pattern performance, and topology freshness**

Correct Answer: 4. Maintain operational monitoring for discovery, CMDB quality, credentials, pattern performance, and topology freshness

Explanation:

A growing Service Mapping environment requires ongoing operational management. Infrastructure changes, credentials expire, patterns encounter new configurations, and CMDB quality can degrade. Monitoring discovery health, duplicate CIs, stale relationships, credentials, and pattern behavior helps identify problems before they undermine service topology. Long-term accuracy depends on continuous maintenance rather than one-time implementation.