IBM A1000-138 Practice Exam 2025: Latest Questions

An operations team is adopting AIOps and wants to reduce alert noise by grouping multiple related alerts into a single actionable incident. Which AIOps capability most directly addresses this requirement?

A team wants to automate routine remediation so that when a known disk-space condition occurs, a standard cleanup script is executed and results are recorded. Which approach best fits an AIOps automation pattern?

An incident manager wants a single source of truth for an incident lifecycle, including assignment, status updates, and closure notes, while AIOps performs correlation and enrichment. What integration is most appropriate?

A company is creating an AIOps deployment plan. Which practice best supports long-term optimization and measurable value?

After onboarding multiple monitoring sources, operators report that the same underlying issue generates many nearly identical alerts with slightly different text fields. What is the most effective first step to improve signal quality?

AIOps correlation frequently groups unrelated alerts together. Investigation shows that many events share a generic node name like "server" or "unknown". What change is most likely to improve correlation accuracy?

A service owner wants incidents to be enriched with application context (service name, owner, upstream/downstream dependencies) to speed triage. Which architectural element is most directly responsible for providing this context to AIOps?

A monitoring team is defining alert thresholds for latency. They want to minimize false positives while still catching real degradations early. Which approach is generally recommended?

A regulated enterprise wants to implement automated remediation but must ensure changes are controlled and traceable. Which design best satisfies both automation and governance requirements?

During a major outage, AIOps generates a single incident with many correlated alerts. Operators still struggle to identify the most likely root cause quickly. Which enhancement is most likely to improve root-cause isolation?

An AIOps team wants to explain to stakeholders why multiple alerts are being grouped into a single incident. Which concept BEST describes what the AIOps system is doing?

A customer reports that automation runbooks execute correctly when started manually, but do not trigger when incidents are created. Which is the MOST likely missing configuration?

An operations lead wants a single measure to track how quickly teams restore service after incidents. Which KPI BEST matches this goal?

A company wants to implement anomaly detection but is concerned about false positives due to seasonal workload patterns (e.g., end-of-month processing). Which approach is MOST appropriate?

An AIOps platform is ingesting events from multiple tools. Operators notice that the same incident appears multiple times because hostnames differ across sources (e.g., short name vs FQDN). What should be implemented to reduce duplicates?

A runbook remediates a full disk issue by deleting temporary files. In production, the team wants to prevent accidental data loss. Which control is the BEST practice to implement?

After integrating a ticketing system, incidents are created but tickets are not being updated when the incident is resolved. Which integration element should be verified FIRST?

A team wants to reduce alert fatigue by ensuring only actionable alerts page on-call staff. Which design is MOST effective?

An enterprise wants to build an AIOps architecture that supports correlation and root-cause analysis across hybrid cloud. Which foundational capability is MOST critical to establish early?

An automation workflow is triggered by an incident and updates configuration in a downstream system. Sometimes the downstream API call succeeds, but the workflow retries and applies the change twice, causing instability. Which improvement BEST addresses this issue?

An operations team wants to reduce alert noise by grouping multiple related events (for example, CPU saturation, response time increase, and retry errors) into a single incident for triage. Which AIOps capability best addresses this requirement?

A team is implementing automation runbooks. They want the runbooks to be reusable across environments (dev/test/prod) while minimizing hard-coded values such as hostnames, tokens, and thresholds. What is the best practice approach?

After deploying an AIOps solution, stakeholders ask how the platform will "learn" normal behavior to detect anomalies. Which statement best describes the typical approach?

A new automation runbook is triggered by an alert, but it frequently fails because required inputs are missing or malformed (for example, an empty hostname or an invalid incident ID). What is the most effective way to prevent these failures?

An organization wants to adopt AIOps but is concerned about data quality. They notice inconsistent host naming (e.g., "web-01", "WEB01", "web01.prod") across metrics, logs, and events, which prevents accurate correlation and topology mapping. Which action most directly improves correlation accuracy?