LATEST AIOPS-FOUNDATION STUDY NOTES, ACCURATE AIOPS-FOUNDATION PREP MATERIAL

Latest AIOps-Foundation Study Notes, Accurate AIOps-Foundation Prep Material

Latest AIOps-Foundation Study Notes, Accurate AIOps-Foundation Prep Material

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Tags: Latest AIOps-Foundation Study Notes, Accurate AIOps-Foundation Prep Material, Valid AIOps-Foundation Test Answers, Certificate AIOps-Foundation Exam, Valid Dumps AIOps-Foundation Questions

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Peoplecert DevOps Institute AIOps Foundation V1.0 Sample Questions (Q31-Q36):

NEW QUESTION # 31
What does reliability mean?

  • A. The ability to not create harm
  • B. The ability to be timely and easily maintained
  • C. The ability to keep a functioning state
  • D. The ability to perform all desired functions

Answer: C

Explanation:
Reliability in IT operations refers to a system's ability to consistently perform its intended functions without failure. This involves maintaining a functioning state over time, ensuring that services are available and operating correctly as expected. In the context of AIOps, enhancing reliability is a key objective, achieved through proactive monitoring, predictive analytics, and automated remediation. By leveraging AIOps, organizations can detect potential issues before they impact users, thereby maintaining system reliability and improving overall service quality.


NEW QUESTION # 32
A system that, given consistent input, may produce different outputs is called:

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

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 # 33
Systems operation became elastic and dynamic thanks to:

  • A. Linux
  • B. Adoption of thecloud
  • C. Machine Learning
  • D. Contamenzation

Answer: B

Explanation:
The adoption of cloud computing has transformed system operations, making them more elastic and dynamic.
Cloud platforms provide on-demand resource allocation, enabling systems to scale up or down based on workload requirements. This elasticity allows organizations to efficiently manage resources, reduce costs, and respond swiftly to changing demands. The dynamic nature of cloud services supports continuous integration and deployment, enhancing operational agility. The DevOps Institute's AIOps Foundation course emphasizes the significance of cloud adoption in modernizing IT operations and achieving operational excellence.


NEW QUESTION # 34
How should the initial AlOps scope be defined?

  • A. All inclusive of organizational wide long term objectives
  • B. AlOps implementation is iterative and should not have a defined scope
  • C. Small but meaningful scope that will provide data points to validate success
  • D. All of the above

Answer: C

Explanation:
Defining an initial AIOps scope that is small yet meaningful allows organizations to pilot the implementation, gather valuable data, and assess its effectiveness. This approach facilitates:
* Validation: Assessing the success of the AIOps deployment in a controlled environment.
* Iterative Improvement: Making informed adjustments before broader implementation.
* Resource Management: Efficient allocation of resources and minimizing potential risks.
Starting with a focused scope enables organizations to build confidence and expertise, paving the way for successful, scaled AIOps adoption.
AIOps aims to improve incident-related metrics by:
* Decreasing Mean Time to Acknowledge (MTTA): Faster detection and acknowledgment of issues.
* Decreasing Mean Time to Resolve (MTTR): Quicker resolution through automation and actionable insights.
* Increasing Mean Time Between Failures (MTBF): Enhanced system reliability and reduced frequency of failures.
These improvements lead to more reliable IT operations, as highlighted in the DevOps Institute's AIOps Foundation course.


NEW QUESTION # 35
Which pattern requires Bib Data?

  • A. ITOA
  • B. None of the above
  • C. AlOps
  • D. Both a and b

Answer: D

Explanation:
Both AIOps (Artificial Intelligence for IT Operations) and ITOA (IT Operations Analytics) require the utilization of big data to function effectively.
AIOps and Big DataAIOps combines big data and machine learning to automate IT operations processes, including event correlation, anomaly detection, and causality determination. By analyzing large volumes of data from various IT operations sources, AIOps provides real-time insights and alerts, enabling IT teams to identify and address issues proactively.
IT Operations Analytics (ITOA) and Big DataITOA involves gathering, processing, analyzing, and interpreting data from various IT operations sources to guide decisions and predict potential issues. It applies big data analytics to large datasets to produce business insights, enhancing the ability to manage complex IT environments.
ConclusionBoth AIOps and ITOA leverage big data to enhance IT operations by providing deeper insights and enabling proactive management of IT systems. Therefore, the correct answer is C. Both a and b.


NEW QUESTION # 36
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