RELIABLE AIOPS-FOUNDATION LEARNING MATERIALS, AIOPS-FOUNDATION TRAINING ONLINE

Reliable AIOps-Foundation Learning Materials, AIOps-Foundation Training Online

Reliable AIOps-Foundation Learning Materials, AIOps-Foundation Training Online

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Peoplecert DevOps Institute AIOps Foundation V1.0 Sample Questions (Q11-Q16):

NEW QUESTION # 11
Surfacing relevant notifications and alerts from among large volumes of alerts is satisfied by this use case:

  • A. Event correlation
  • B. Alert noise reduction
  • C. Anomaly detection
  • D. Root cause analysis

Answer: B

Explanation:
Alert noise reductionis the use case focused on identifying and prioritizing relevant alerts from a large volume of notifications, which helps prevent alert fatigue for IT teams.
By reducing noise, AIOps enables teams to focus on significant issues that require immediate attention, improving operational efficiency.
The DevOps Institute's AIOps Foundation course highlights this capability as a core advantage of AIOps systems.


NEW QUESTION # 12
Which pattern requires Bib Data?

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

Answer: C

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 # 13
What does reliability mean?

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

Answer: A

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 # 14
Which are indicators of potential value to AlOps implementation?

  • A. All of the above
  • B. Difficulty in triaging and root cause analysis
  • C. Poor alert quality with lots of noise
  • D. Upward trending number of alerts

Answer: A

Explanation:
Indicators that suggest potential value in implementing AIOps include:
* Upward Trending Number of Alerts: An increasing volume of alerts can overwhelm IT teams, leading to alert fatigue and missed critical issues.
* Poor Alert Quality with Lots of Noise: High levels of false positives or irrelevant alerts can obscure genuine problems, reducing operational efficiency.
* Difficulty in Triaging and Root Cause Analysis: Challenges in quickly identifying and resolving the underlying causes of incidents can prolong downtime and impact service quality.
Implementing AIOps addresses these challenges by utilizing artificial intelligence and machine learning to enhance alert management, reduce noise, and streamline incident resolution, as outlined in the DevOps Institute's AIOps Foundation.


NEW QUESTION # 15
What is Step 1 in the AlOps Capability Scale?

  • A. Automate toils using Al Insights
  • B. Add automation for self-healing
  • C. Use chaos engineering for antifragility
  • D. Reduce MTTR through noise reduction

Answer: D

Explanation:
In the AIOps Capability Scale,Step 1focuses on reducing Mean Time to Repair (MTTR) by minimizing alert noise. This initial phase involves implementing AIOps solutions to filter and correlate alerts, thereby decreasing the volume of irrelevant notifications. By reducing noise, IT teams can concentrate on critical issues, leading to faster incident resolution and improved system reliability. This foundational step sets the stage for more advanced AIOps capabilities.


NEW QUESTION # 16
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