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New AIOps-Foundation Test Notes | AIOps-Foundation Valid Test Topics

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Peoplecert DevOps Institute AIOps Foundation V1.0 Sample Questions (Q15-Q20):

NEW QUESTION # 15
What is an effective way for an AlOps system to provide visibility?

A. Via email
B. With a pub/sub architecture
C. Through dashboards and metrics
D. Using Slack or Teams

Answer: C

NEW QUESTION # 16
How should an AlOps strategy be handled?

A. No strategy is necessary
B. With C Suite approval only
C. With clear documentation and buy-in from all stakeholders
D. Focused on the needs of a specific team

Answer: C

Explanation:
An effective AIOps strategy should be developedwith clear documentationandbuy-in from all stakeholders
. Comprehensive documentation ensures that the strategy is well-understood, while stakeholder engagement fosters collaboration and support across the organization. This inclusive approach facilitates successful implementation and alignment with organizational goals.

NEW QUESTION # 17
How did systems architecture transform?

A. From monoliths to microservices
B. From object oriented languages to functional languages
C. From docker to OCI
D. From cloud to edge

Answer: A

Explanation:
System architecture has evolved significantly, transitioning from monolithic structures to microservices.
* Monolithic Architecture: In this traditional model, applications are built as a single, unified unit. While simpler to develop initially, monoliths can become cumbersome to manage, scale, and update as they grow in complexity.
* Microservices Architecture: This modern approach decomposes applications into smaller, independent services that communicate through APIs. Each microservice handles a specific function, allowing for greater flexibility, scalability, and ease of deployment.

NEW QUESTION # 18
What is a key difference between ITOA and AlOps?

A. Need for Big Data as source of information
B. Related to IT Operations
C. Change from reactive to proactive
D. Can improve system resiliency

Answer: C

Explanation:
IT Operations Analytics (ITOA)focuses on gathering and analyzing data from IT systems to provide insights into operations. However, it is largely reactive in nature, dealing with problems after they have occurred.
AIOpsmoves beyond ITOA by employing AI and machine learning techniques to proactively identify potential issues, anomalies, and trends before they become critical, enabling a predictive and preventive approach.
The key differentiator is the shift"from reactive to proactive", which allows IT teams to address problems more effectively and reduce downtime.
DevOps Institute materials emphasize this transformation as foundational to AIOps adoption.

NEW QUESTION # 19
A system that, given consistent input, may produce different outputs is called:

A. Probabilistic
B. Algorithmic
C. Deterministic
D. Random

Answer: A

Explanation:
Aprobabilisticsystem is one that may produce different outputs even with consistent input, due to inherent randomness or probabilistic decision-making mechanisms.
This behavior contrasts with deterministic systems, which always produce the same output for the same input.
Probabilistic systems are common in AI/ML models, where outcomes are based on statistical probabilities and training data.

NEW QUESTION # 20
......

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