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Peoplecert DevOps Institute AIOps Foundation V1.0 Sample Questions (Q20-Q25):
NEW QUESTION # 20
How should an AlOps strategy be handled?
- A. With clear documentation and buy-in from all stakeholders
- B. With C Suite approval only
- C. No strategy is necessary
- D. Focused on the needs of a specific team
Answer: A
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 # 21
What can one use to track system status if applying SRE principles?
- A. User defect reports
- B. Error budgets
- C. Number of alerts
- D. Number of commits to a repo
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.
NEW QUESTION # 22
Which of the following is a characteristic of Machine Learning?
- A. Uses small amounts of historical data to generate accurate inferences or prediction
- B. A superset of Al
- C. Gradually improves accuracy through iterative optimization
- D. Requires explicit programming to learn
Answer: C
Explanation:
Machine Learning (ML) involves algorithms that learn from data and improve their performance over time through iterative optimization. Unlike traditional programming, where explicit instructions are coded, ML models identify patterns and make predictions based on historical data, refining their accuracy as they process more information.
The AIOps Foundation course covers core technologies of machine learning, emphasizing how these models enhance IT operations by automating tasks and providing predictive insights.
NEW QUESTION # 23
Targets of acceptable performance are defined in;
- A. SLOs
- B. SLIs
- C. KPIs
- D. SLAs
Answer: A
Explanation:
Service Level Objectives (SLOs)define specific, measurable targets for acceptable performance of a service.
They are critical components ofService Level Agreements (SLAs), providing clear benchmarks for service reliability and availability. By setting SLOs, organizations can align operational performance with business goals and customer expectations. The DevOps Institute's AIOps Foundation course outlines how establishing and monitoring SLOs is essential for effective service management and how AIOps can assist in meeting these objectives through enhanced monitoring and predictive analytics.
NEW QUESTION # 24
Which are core technologies used by an AlOps system?
- A. Machine Learning
- B. All of the above
- C. Automation
- D. Big Data
Answer: B
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.
NEW QUESTION # 25
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