peoplecert aiops foundation practice test

DevOps Institute AIOps Foundation V1.0

Last exam update: Nov 18 ,2025
Page 1 out of 3. Viewing questions 1-15 out of 40

Question 1

What does AlOps stand for?

  • A. Artificial Intelligence Operations
  • B. Artificial Intelligence in IT Operations
  • C. Augmented Interfaces in IT Operations
  • D. Artificial Intelligence in DevOps
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Answer:

B

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Question 2

Which pattern requires Bib Data?

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

C

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Question 3

What is a key difference between ITOA and AlOps?

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

A

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Question 4

What is the meaning of Digital Transformation?

  • A. Replacing all analog systems with digital equivalents
  • B. Adoption of digital technologies for accelerated Innovation and improved customer experience
  • C. Refactoring all software to a newer technology stack
  • D. Replacing all human operators with artificial Intelligence
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Answer:

B

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Question 5

Which are core technologies used by an AlOps system?

  • A. Big Data
  • B. Machine Learning
  • C. Automation
  • D. All of the above
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Answer:

D

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Question 6

The various key areas in a system work together in the following loop:

  • A. Observe, engage, act
  • B. Audit, document and restore
  • C. Automate, iterate and fail fast
  • D. Observe, automate, act
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A

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Question 7

How did systems architecture transform?

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

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Question 8

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
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Answer:

B

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Question 9

Which are indicators of potential value to AlOps implementation?

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

D

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Question 10

Systems operation became elastic and dynamic thanks to:

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

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Question 11

Data that does not have a predefined structure or format and is usually in the form of text-heavy
content is usually described as:

  • A. Structured data
  • B. Unstructured data
  • C. Semi-structured data
  • D. Time-series data
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B

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Question 12

At which stage does the data pipeline deduplicate data?

  • A. Extraction/collection
  • B. Enrichment/filtering
  • C. Cleaning/integration
  • D. Storage
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Answer:

C

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Question 13

Which of the MELT data types is specific to a microservices based system?

  • A. Metrics
  • B. Events
  • C. Logs
  • D. Traces
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Answer:

D

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Question 14

Which definition BEST describes Big Data?

  • A. Data sets of structured data that have grown over time
  • B. Data sets that are so large they can only be interrogated using Al
  • C. Data sets that live in data warehouses or lakes
  • D. Data sets that are "too large" or diverse causing traditional data processing techniques to be ineffective
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D

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Question 15

Which of these data comes from monitoring rather than application or infrastructure telemetry?

  • A. Metrics
  • B. Logs
  • C. Alerts
  • D. Traces
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A

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