IBM A1000-138 Practice Exam: Test Your Knowledge 2025

What is the primary purpose of AIOps in modern IT operations?

In an AIOps architecture, which component is responsible for aggregating data from multiple monitoring sources?

A financial services company experiences intermittent application performance issues during peak trading hours. They have implemented AIOps but want to improve incident prediction. Which AIOps capability would be most beneficial?

Which architectural pattern best describes a distributed AIOps deployment across multiple data centers?

What is the main advantage of using machine learning models in AIOps compared to traditional rule-based monitoring?

An organization wants to automate the response to disk space warnings on production servers. What is the recommended first step in implementing this automation?

When configuring automation workflows, which approach provides the best balance between automation and control?

What is the purpose of using a Configuration Management Database (CMDB) in conjunction with AIOps automation?

A company has implemented automated incident remediation, but some automations are triggering unnecessarily due to false positives. What configuration change would best address this issue?

When integrating AIOps automation with existing ITSM tools, which integration method provides the most flexibility and maintainability?

In a complex automation workflow involving multiple systems, which design principle ensures proper error handling?

What is the primary benefit of implementing event correlation in an AIOps monitoring strategy?

A retail company's AIOps system is generating incidents for every minor performance fluctuation during their busy holiday season. What configuration adjustment would help prioritize critical issues?

When implementing incident management workflows in AIOps, what is the recommended approach for handling incident assignment?

In a microservices architecture, an AIOps system detects elevated error rates in multiple services simultaneously. What monitoring capability would best help identify the root cause?

What metric is most important for measuring the effectiveness of an AIOps incident management implementation?

An organization's AIOps platform is experiencing performance degradation when processing high volumes of events. Which optimization strategy should be implemented first?

What is a best practice for maintaining machine learning model accuracy in an AIOps environment over time?

When optimizing AIOps for a hybrid cloud environment spanning on-premises and multiple cloud providers, which architecture approach is recommended?

Which practice is most important for ensuring sustainable AIOps operations as an organization scales?