IBM A1000-138 Intermediate Practice Exam: Medium Difficulty 2025

An organization is implementing IBM AIOps and needs to correlate events from multiple data sources to reduce alert noise. They want the system to automatically group related events and identify root causes. Which architectural component is primarily responsible for this functionality?

A financial services company is deploying IBM AIOps to monitor their hybrid cloud environment. They need to ensure that sensitive customer data in events is masked before being processed. At which stage in the AIOps pipeline should data masking be implemented to balance security and operational effectiveness?

A DevOps team needs to configure IBM AIOps to automatically remediate a specific type of application failure that occurs frequently. The remediation requires executing a sequence of API calls to restart services in a particular order. What is the most appropriate approach to implement this automation?

An enterprise has integrated IBM AIOps with their ITSM tool. They notice that some incidents are being created in the ITSM system even though they were already resolved automatically by runbook automation. What configuration change would best address this issue?

A company wants to implement automated remediation for database connection pool exhaustion issues. However, they want human approval before the automation executes in production environments, while allowing fully automated execution in development. How should this be configured in IBM AIOps?

An operations team is experiencing alert fatigue due to receiving notifications for every minor performance fluctuation. They want to implement intelligent alerting that only notifies them of genuine issues. Which combination of IBM AIOps capabilities should they configure?

During a major incident, IBM AIOps identified multiple related alerts across different applications and infrastructure components. The system grouped them into a single incident, but the operations team needs to understand which component failure triggered the cascade. What AIOps feature should they use to identify this?

A retail organization uses IBM AIOps to monitor their e-commerce platform. During peak shopping periods, they observe increased false positive alerts because normal traffic patterns differ significantly from baseline. What is the best approach to handle this seasonal variation?

An organization has implemented IBM AIOps for six months and wants to optimize their incident response times. Analysis shows that 40% of incidents could have been prevented if predictive insights were acted upon earlier. What optimization strategy should they implement?

A global enterprise is optimizing their IBM AIOps deployment and notices inconsistent incident categorization across different regional teams, leading to inaccurate reporting and trend analysis. What best practice should they implement to address this issue?