PeopleCert AIOps-Foundation - PeopleCert DevOps Institute AIOps Foundation V1.0 Certification Exam

Question #6 (Topic: Demo Questions)

Which are core technologies used by an AlOps system?

A.

Big Data

B.

Machine Learning

C.

Automation

D.

All of the above

Correct Answer: D

Explanation:

 AIOps systems rely on a combination of technologies to achieve their goals:
Big Data : Collects and processes vast amounts of operational data from diverse sources to ensure comprehensive analysis.
Machine Learning (ML) : Identifies patterns, anomalies, and trends within the data, enabling predictive capabilities.
Automation : Ensures rapid and reliable responses to identified issues, enhancing efficiency and minimizing manual intervention.
 The interplay of these technologies creates a cohesive system capable of dynamic, scalable, and intelligent IT operations.
 As per DevOps Institute, the integration of these technologies underpins the core functionality and effectiveness of AIOps solutions.

Question #7 (Topic: Demo Questions)

What can one use to track system status if applying SRE principles?

A.

Number of alerts

B.

Error budgets

C.

User defect reports

D.

Number of commits to a repo

Correct Answer: B

Explanation:

In Site Reliability Engineering (SRE), error budgets are a key metric for tracking system status and balancing reliability with the pace of innovation.
Error Budgets : An error budget quantifies the acceptable level of system unreliability over a specific period. It represents the permissible amount of downtime or failures, allowing teams to make informed decisions about deploying new features versus focusing on system stability.
By monitoring error budgets, organizations can effectively manage trade-offs between releasing new functionalities and maintaining system reliability, a practice supported by the DevOps Institute's AIOps Foundation principles.

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