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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Configuration | 15% | - CMDB architecture and data model
|
| Topic 2: Govern | 35% | - Data governance and lifecycle management
|
| Topic 3: Ingest | 19% | - Data ingestion and integration
|
| Topic 4: Insight | 11% | - Reporting and visualization
|
| Topic 5: CSDM Fundamentals | 20% | - Common Service Data Model framework
|
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NEW QUESTION # 185
As part of a CMDB improvement initiative, a team is evaluating the effectiveness of the CMDB Data Foundations Dashboard.
Which option describes a key benefit of the dashboard?
Answer: B
Explanation:
The CMDB Data Foundations Dashboard gives Configuration Management teams visibility into the condition, readiness, and quality of CMDB data. It presents curated metrics that expose gaps involving important attributes, configuration practices, relationships, ownership, and data-governance readiness. These results help administrators determine where corrective action is necessary and prioritize remediation according to operational risk.
The dashboard does not eliminate audits. Auditing, certification, attestation, and health calculations remain separate controls required to validate data. It also does not automatically correct every issue. Instead, the dashboard provides actionable findings and links to structured remediation playbooks that guide administrators through analysing, correcting, and governing the affected data.
The study guide specifically describes dashboard benefits as providing actionable insights for improving data quality and completeness and enabling CMDB health to be monitored over time. Therefore, improved visibility into CMDB health and data quality is the only accurate answer.
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NEW QUESTION # 186
TheApache Web Server Identification Ruleis configured with the followingcriterion attributes:
Class
Configuration file
Version
Yesterday, anApache Web Server CIwas discovered as part ofService Mapping.
Today, the application ownerupgraded Apache to a different versionand reran discovery of the service.
What will happen in the CMDB?
Answer: B
Explanation:
This scenario hinges on how theIdentification and Reconciliation Engine (IRE) inServiceNowevaluatesidentification rules.
The identification rule for theApache Web Serverclass includesVersionas part of theidentifier criteria, along with Class and Configuration file. Identification rules must matchall criterion attributes exactlyfor an incoming record to be identified as an existing CI and reconciled.
Yesterday's discovery created an Apache Web Server CI with a specific version value. When Apache is upgraded and discovery is rerun, theVersion attribute changes. Because Version is part of the identifier, the incoming recordno longer matchesthe existing CI's identifier entry. As a result, the IREcannot identify the existing CIas the same configuration item.
When identification fails and no matching identifier entry is found, the IRE proceeds toinsert a new CI recordrather than updating the existing one. This behavior is intentional and protects the CMDB from incorrectly reconciling records that no longer meet identification criteria.
Option A is incorrect because reconciliation only occursafter successful identification.
Option C is incorrect because reclassification is unrelated to identification criteria.
Option D is incorrect because this is not an error condition; it is expected IRE behavior.
This example highlights abest practice caution:volatile attributes (such as Version)should generallynot be used as identifier attributes, as they can cause unintended CI duplication during upgrades.
NEW QUESTION # 187
An organization uses multiple data sources to update its CMDB, each assigned a different priority level. A high-priority data source is scheduled to update server records weekly. However, because of an integration issue, the high-priority data source stops updating the records.
Which configuration can allow a lower-priority data source to update records after a specified period of inactivity from the higher-priority source?
Answer: D
Explanation:
Data Refresh Rules allow a lower-priority source to update an attribute when the higher-priority authoritative source has not refreshed that attribute within a configured period. This prevents CI data from remaining indefinitely outdated merely because the preferred source has stopped reporting.
Reconciliation rules establish the normal source priority and determine which authorized source wins when multiple sources report values for the same attributes. The guide confirms that source precedence is assigned through reconciliation rules. Data Refresh Rules supplement that precedence by defining a freshness exception: after the higher-priority source becomes inactive for the configured interval, a lower-priority source may supply a more current value.
Identification Rules determine whether an incoming payload matches an existing CI. Health Inclusion Rules control which CIs participate in CMDB Health calculations. Neither addresses temporary source inactivity or freshness-based update authorization.
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NEW QUESTION # 188
A CMDB Administrator wants to run the Services Have Owners Identified playbook to remediate the issues shown in the CMDB Data Foundations Dashboard.
Which remediation plays would be used? (Choose two.)
Answer: C,D
Explanation:
In Data Foundations for CMDB and CSDM, a dashboard indicator (like "Services Have Owners Identified") highlights a data quality condition-in this case, Services missing required ownership information. The playbook-driven remediation model typically follows a practical sequence: first you identify and validate the scope of the issue, then you correct the underlying records so the metric improves and remains sustainable.
The Analyze Data play is used to break down what the dashboard is reporting into actionable detail. It helps determine which Service records are failing the ownership requirement, what ownership fields are missing (for example, service owner / business owner / technical owner depending on configuration), and where the gaps are concentrated (by business unit, environment, lifecycle stage, or service portfolio segment). This ensures the remediation effort targets the correct records and avoids inaccurate assignments.
The Fix Data play is used to perform the actual remediation-populating or correcting the owner attributes on the Service records so accountability is clear and operational processes can route approvals, escalations, and service decisions correctly. In CSDM terms, clearly assigned owners enable proper stewardship of Service Portfolio and Service Offerings and improve downstream outcomes such as incident assignment accuracy, change impact analysis, and reporting reliability.
While Govern Data supports preventing recurrence (policies, controls, ownership model, and stewardship routines) and Report Data communicates progress, the two plays directly used to remediate the dashboard issue are Analyze Data and Fix Data.
NEW QUESTION # 189
The Configuration Manager is preparing justification to utilize the CMDB Data Foundations Dashboard.
Which benefits align with the usage of this dashboard? (Choose 2 options)
Answer: A,D
NEW QUESTION # 190
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