ServiceNow Certified Implementation Specialist - Data Foundations (CMDB and CSDM) (CIS-DF) (CIS-DF) (CIS-DF) — Questions 76–150

Which THREE actions occur when a Data Certification task is assigned to a CI owner? (Choose three.)

An administrator is reviewing Discovery results and notices that network switches are successfully discovered, but their associated switch ports are missing. Which TWO factors are most likely responsible for this ingestion gap? (Choose two.)

Which TWO types of metrics are evaluated under the CMDB Health framework? (Choose two.)

An implementer is setting up a new integration using IntegrationHub to ingest network switch data into the CMDB. Which API should be utilized within the script or action to ensure that the payload passes through deduplication and reconciliation checks?

Your team is mapping a custom homegrown Java application to the CSDM framework. The application runs across a cluster of three Linux servers in a Production environment. According to best practices, what is the exact hierarchical relationship path from the infrastructure to the Business Application?

An administrator is configuring a new Import Set to ingest third-party server data into the cmdb_ci_server table. During testing, they notice that records are being inserted as duplicates rather than updating existing CIs because the incoming payload lacks a unique identifier match. Which component should be configured to ensure the Identification and Reconciliation Engine (IRE) correctly identifies the existing CI?

Which TWO of the following are characteristics of the 'Fly' maturity phase in CSDM?

What is the primary purpose of the CMDB Query Builder when generating insights?

A company has strict compliance mandates requiring that any modification to a Business Service relationship must be authorized by the Service Owner. Which ServiceNow feature can be configured to audit and require approval for relationship changes in the CMDB?

An administrator wants to view the list of all registered discovery sources in ServiceNow. Which table stores these discovery source definitions?

An administrator is setting up a new technical service for internal server backup management. Where should this technical service be classified according to CSDM?

When setting up CMDB data ownership, which field on a CI record is typically used to designate the individual accountable for the physical or logical asset's data quality?

An administrator is designing identification rules for a custom CI class in the CMDB. Which THREE ofg the following best practices should be followed when configuring identification rules? (Choose three.)

During an audit of the cmdb_ci_computer table, you notice that several records lack standard manufacturer and model attributes that are present in the parent cmdb_ci_hardware table. What architectural feature of ServiceNow tables explains why these attributes exist across multiple hardware sub-classes?

A user is utilizing Dependency Views to analyze a critical business application outage. The map displays multiple downstream relationships, but one expected server CI is missing from the view. What is the most likely cause for this behavior in Service Mapping and Dependency Views?

A team is designing a custom CMDB class for virtual storage arrays. They need to ensure that when a physical host is deleted, the dependent virtual storage array records are also cleaned up. Where should this cascading delete behavior be defined?

Which TWO of the following methods can be used to view relationship-based insights for a configuration item in ServiceNow? (Choose two.)

An auditor needs to verify when a critical business application CI was last updated by an authorized discovery source versus a manual update. Which CMDB feature tracks the provenance and history of attribute updates for governance review?

Which TWO of the following capabilities are provided out-of-the-box by the CMDB Health Dashboard? (Choose two.)

Which THREE of the following mechanisms can be used to populate or maintain Application Services in the CMDB?

During a Discovery run, a Linux server is identified, but its associated IP interfaces are missing from the cmdb_ci_ip_address table. Reviewing the payload processor logs shows an IRE payload error regarding related items. What is the most likely cause of this issue?

An organization requires a custom report that extracts CIs that match a complex multi-class criteria: Linux servers running a specific Oracle version that connect to a Business Service via a downstream 'Depends on::Used by' relationship. What is the most efficient native way to generate this dataset?

An organization notices that custom application CIs are failing compliance checks because the governance policy checks standard fields that do not apply to custom apps. How should an administrator resolve this while maintaining governance standards?

An organization wants to configure CMDB Data Governance remediation tasks so that when a completeness policy fails for a high-priority server, a task is automatically assigned to the data owner. Where are these remediation workflows and task generation parameters configured?

Where can an administrator view overall metrics regarding CMDB data quality, including completeness, correctness, and compliance?

Which TWO statements are true regarding Configuration Item (CI) relationships in ServiceNow? (Choose two.)

An integration script is passing a complex payload containing multiple related CIs to the Identification and Reconciliation Engine (IRE) via the script include 'JSONUtils' or 'CmdbUtil'. Which payload structure is required for the IRE to correctly process related CIs in a single transaction?

An administrator needs to create a CMDB Query Builder definition to locate all Windows Servers that host a specific Business Application and have an open critical Incident. What capability does Query Builder provide to achieve this?

Your organization is designing a custom subclass for specialized network appliances that require unique attributes not found in the standard cmdb_ci_netgear class. When creating a custom CI class extending cmdb_ci, what is the best practice recommendation regarding table extension?

An organization requires that all database CIs have their assigned support group populated before being marked as operational, failing which a compliance task should be generated. Which feature should be configured to enforce this policy?

An organization implements CSDM and wants to ingest business applications and their hosting environments. They receive a payload containing a Business Application CI that references a non-existent Application Service CI. How does the IRE handle references to related CIs that do not yet exist in the CMDB?

Which TWO tools or features in ServiceNow allow you to investigate and visualize relationships between configuration items? (Choose two.)

Your team is troubleshooting a business service mapping issue where incident impact analysis fails to show downstream application outages. Upon reviewing the CMDB, you discover that the Application Service was created as a 'Manual' type, but its supporting infrastructure CIs were deleted during a data purge. What is the recommended way to restore the mapping?

An administrator is reviewing the configuration of CI relationships within the platform. Which THREE characteristics apply to the cmdb_rel_ci table? (Choose three.)

An administrator needs to track overall CMDB data quality using standardized metrics out of the box. Which specific dashboard should they access in ServiceNow to view scores for Completeness, Correctness, Compliance, and Freshness?

An organization ingests data from two different cloud providers into the CMDB. Provider A populates virtual machines with a serial number, while Provider B populates virtual machines with a BIOS UUID but no serial number. Both providers use the same identification rule which requires serial number. Consequently, Provider B records fail identification and create duplicates. How should the identification rules be configured to correctly handle both providers?

During which CSDM maturity phase does an organization typically implement Service Portfolio Management and basic Business Service mapping?

A user wants to view the parent-child relationships and upstream/downstream dependencies of a core router in a graphical map format. Which ServiceNow feature should they open?

Which THREE features are provided natively by the CMDB Query Builder tool? (Choose three.)

Which ServiceNow workspace or dashboard provides a unified view for monitoring overall ITOM health, including Discovery status, Service Mapping coverage, and event alerts?

An enterprise is designing a complex class hierarchy for IoT devices. They decide to create a multi-level extension: cmdb_ci > cmdb_ci_hardware > cmdb_ci_compute > cmdb_ci_iot. What happens to the table inheritance and record storage when a new record is inserted into cmdb_ci_iot?

An administrator is troubleshooting an integration that uses Robust Transform Engine (RTE) to ingest software licenses. During testing, records are inserted into staging tables, but the RTE fails to push them into the CMDB via the IRE. Which THREE areas should the administrator inspect to diagnose the failure? (Choose three.)

An IT architect wants to map a Software-as-a-Service (SaaS) application (e.g., Workday) into the CSDM framework. Since there is no on-premise infrastructure to discover, how should Workday be modeled?

An administrator is troubleshooting an issue where duplicate CIs are being created by an external data feed despite having an identification rule configured. Upon inspecting the payload, they notice the payload uses a custom identifier field not included in the IRE rule. What is the correct way to resolve this?

An implementation specialist is configuring dependency relationships where a virtual machine must be marked as dependent on a physical ESXi host. When utilizing CI relationships, what is the significance of setting the 'Depends :: Used by' relationship direction correctly?

An organization uses ServiceNow Discovery to populate servers. They also have a security vulnerability scanner that ingests vulnerability records and associates them with CIs in the CMDB. The security tool frequently sends payloads containing stale IP addresses that match existing CIs incorrectly because the IP reuse policy in their network causes IP addresses to cycle rapidly. How can the administrator prevent the security tool from using IP address as an identification criterion while still allowing it to update vulnerability attributes?

An incident manager wants to see all upstream business services impacted by a failed network switch directly from the infrastructure alert. Where can they view this immediate impact path?

A team needs to evaluate the overall health of their CSDM implementation by verifying if technical services are correctly linked to applications and infrastructure. Which built-in assessment tool provides this specific visibility?

An organization discovers network gear using both SNMP Discovery and an external cloud management platform API. Both integrations populate the same physical switch CIs. The cloud platform sometimes sends an empty string for the serial number, which accidentally clears out valid serial numbers previously populated by SNMP Discovery. How can this be prevented using CMDB ingestion controls?

An administrator needs to create a new custom Configuration Item class for specialized industrial IoT gateways that inherit base attributes from the Hardware class. Which table should be the parent table for this new class?

An administrator is troubleshooting a custom integration where incoming JSON payloads for routers contain an array of interfaces. When the payload is processed, the parent router updates successfully, but none of the interface CIs are created. Reviewing the IRE payload structure shows that the interface objects are nested inside a property named `network_interfaces`. What must be configured in the IRE payload mapping to successfully process these child items?

An enterprise wants to establish clear data ownership and automate the lifecycle management tasks of archiving and retiring old hardware servers. Which native ServiceNow tool should be implemented to govern this process?

Which TWO of the following tasks can be accomplished using the CMDB Data Manager? (Choose two.)

An administrator is reviewing the Correctness score on the CMDB Health Dashboard and notices a low score caused by multiple CIs having no relationships to any business services. Which specific Correctness metric is flagging this issue?

Your organization is adopting CSDM and wants to map incidents so that when a database server fails, the service desk instantly sees which Business Services are impacted. What is the correct traversal path in the CMDB to achieve this visibility?

An organization is utilizing CSDM (Common Service Data Model) and needs to relate technical CIs to business services and applications. Which THREE relationship types or foundational concepts are core to proper CSDM alignment in the CMDB? (Choose three.)

Which of the following domains is responsible for managing technical infrastructure, hardware, and software instances?

An administrator needs to deprecate an old custom CI class that is no longer in use. What is the recommended best practice in the CI Class Manager?

Your company acquires another firm and inherits two separate ServiceNow instances. You are consolidating them and need to merge overlapping Business Applications. When retiring a redundant Business Application record that has active Application Services attached to it, what must be done first according to CSDM data integrity standards?

An organization is configuring ITSM processes to use CSDM data. When a user submits an incident, which CI field on the incident form should be populated to ensure proper service alignment according to CSDM?

A company needs to store custom serial number attributes for specific physical storage devices. Where should an administrator add these custom attributes to ensure they are properly managed and tracked?

Which THREE of the following actions help ensure accurate relationship-based insights in the CMDB? (Choose three.)

An enterprise wants to ensure that data ingested via manual spreadsheets cannot overwrite critical network attributes populated by automated network discovery. Where should an administrator configure this restriction?

An administrator needs to track adherence to CSDM data standards across business services. Which ServiceNow workspace or dashboard natively provides out-of-the-box visibility into CSDM compliance scores and orphaned relationships?

An enterprise is planning to deploy a complex multi-tier application architecture. They want to ensure that application services are mapped using the correct relationship types between technical CIs and logical service nodes. Which recommended relationship type represents the connection between a logical application service and its running software instance?

A CMDB manager wants to review the overall health of the CMDB across Completeness, Correctness, and Compliance. Which ServiceNow module should they navigate to first?

When analyzing a service map in Service Mapping, an administrator wants to see live network connections and traffic flows captured between application nodes. Which feature provides this insight?

A ServiceNow implementation specialist is configuring Data Certification to ensure that application owners regularly review the accuracy of their business-critical applications. Where must the filter criteria be specified to determine which CIs are included in the certification schedule?

Which THREE of the following are core goals or benefits of implementing the CSDM framework?

Which THREE of the following are primary components evaluated under the CMDB Health Dashboard framework? (Choose three.)

What is the primary role of a 'Data Owner' in the context of ServiceNow CMDB governance?

Your company is preparing for an IT audit and needs to demonstrate which user groups are responsible for supporting specific Application Services. Where should the support group be specified on the Application Service record according to CSDM guidelines?

When analyzing CMDB data quality, you discover multiple records representing the exact same physical server, but they were created by different discovery tools with slightly different naming conventions. The IRE successfully merges them during updates, but initial creation still generates duplicates. What is the root cause?

When reviewing CI records ingested into the CMDB, an administrator notices a field labeled 'First discovered' and another labeled 'Last discovered'. Which component populates these lifecycle tracking fields automatically?

An enterprise is planning a data ingestion strategy for their CSDM implementation. Which TWO principles should guide their approach to data ingestion and the CMDB? (Choose two.)