IBM Assessment: IBM AIOps v1 Practice Exam 2025: Latest Questions

An operations team wants IBM AIOps to reduce noise by grouping thousands of similar alerts coming from multiple monitoring tools into a smaller set of actionable items. Which capability should they primarily configure?

A customer is deploying IBM AIOps and wants a clear separation between data ingestion, AI/ML analysis, and user interaction components for scalability and maintainability. Which architecture approach best aligns with IBM AIOps platform design principles?

An SRE notices repeated, identical events from the same source occurring every few seconds, creating alert fatigue. Which configuration is the most appropriate first step in IBM AIOps event management to address this?

A team wants to ensure alerts created from correlated events include enough context (service name, environment, and topology hints) for faster triage. What is the most effective way to achieve this?

After onboarding a new monitoring tool, IBM AIOps is correlating unrelated events into the same situation. The events share a generic hostname like "localhost" and lack unique identifiers. What is the best corrective action?

A major incident occurs: a database becomes unavailable and several downstream applications start generating errors. The team wants IBM AIOps to help identify the most likely originating component rather than treating each application as separate failures. Which capability best supports this goal?

An organization wants to continuously improve AIOps correlation quality. They notice some situations are still too broad, while others are too fragmented. Which operational practice is most effective?

A company is integrating IBM AIOps with an ITSM tool. They want a single ticket per correlated situation, updated as new related events arrive, rather than opening multiple tickets. What should they implement?

After enabling correlation, operators report that situations are being created too slowly during traffic spikes. You suspect ingestion and correlation processing are falling behind. What is the best next step to diagnose and remediate this performance issue?

Two separate changes occur close together: a network policy update and an application deployment. Shortly after, multiple services degrade. IBM AIOps highlights both changes as potentially related. How should an operator use this information to support root cause detection?

A team wants IBM Cloud Pak for AIOps to ingest alerts from multiple monitoring tools into a single event timeline for operators. Which capability is primarily responsible for collecting and normalizing these incoming events?

Operators report that a major incident triggers hundreds of near-duplicate alerts, obscuring the primary failure. Which event-management outcome is IBM AIOps designed to provide to reduce this noise?

A platform engineer needs to ensure IBM Cloud Pak for AIOps has enough resources and remains stable under peak event ingestion. Which approach is a recommended first step to validate performance before going live?

A company wants to correlate events based on service dependencies so that an upstream database outage can be identified as the likely source of downstream application alerts. What data is most critical to enable this type of correlation?

After integrating a new event source, alerts appear in IBM AIOps but are not being correlated with similar alerts from an existing source. Both represent the same CI but use different field names for the resource identifier. What is the most likely configuration issue?

A site reliability team wants to speed up incident triage by automatically recommending likely root causes based on patterns in historical incidents, topology, and current symptoms. Which IBM AIOps outcome best matches this requirement?

A team is implementing automation so that when a specific class of incident is detected, a diagnostic script is run and the results are attached to the incident record for the operator. Which best-practice design should they follow?

During an incident, operators see many alerts grouped into one situation, but the grouping includes unrelated components from a different service. Which tuning action is most appropriate to improve correlation accuracy?

A company wants to design IBM AIOps so that event ingestion continues even if one analytics component is temporarily unavailable, and processing can catch up once restored. Which architectural pattern best supports this requirement?

A team is building a root-cause workflow and notices probable cause results are inconsistent because the topology data is stale and missing newly deployed microservices. What is the MOST effective corrective action to improve root cause detection quality?

A team is rolling out IBM AIOps and wants to reduce "alert storms" from infrastructure monitoring. Their goal is to group related alerts into a single situation so operators can focus on the underlying issue. Which capability best addresses this requirement?

After integrating multiple event sources, an operations team notices that the same incident appears as separate events because each tool uses different field names (for example, host vs. node vs. device) and different severities. What is the best practice to improve correlation accuracy in IBM AIOps?

A site reliability engineer wants IBM AIOps to identify the most likely root cause when a user-facing application is slow. The environment is microservices-based, and many downstream services emit symptoms. Which data is MOST important to enable accurate root-cause reasoning?

A team has enabled automated runbooks for incident remediation. During a major incident, the runbook incorrectly restarts a critical service, worsening the outage. What is the recommended control to reduce risk while still using automation?

A new event source is onboarded, but IBM AIOps shows a large number of uncategorized events that fail to correlate with existing incidents. The team confirms events are arriving. Which is the MOST likely cause to investigate first?