Which are indicators of potential value to AlOps implementation?

Upward trending number of alerts

Poor alert quality with lots of noise

Difficulty in triaging and root cause analysis

What does AlOps stand for?

Artificial Intelligence in IT Operations

Artificial Intelligence Operations

Artificial Intelligence in IT Operations

Augmented Interfaces in IT Operations

Artificial Intelligence in DevOps

What is a key difference between ITOA and AlOps?

Change from reactive to proactive

Need for Big Data as source of information

What is the meaning of Digital Transformation?

Adoption of digital technologies for accelerated Innovation and improved customer experience

Replacing all analog systems with digital equivalents

Adoption of digital technologies for accelerated Innovation and improved customer experience

Refactoring all software to a newer technology stack

Replacing all human operators with artificial Intelligence

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

Automate, iterate and fail fast

Which definition BEST describes Big Data?

Data sets that are 'too large' or diverse causing traditional data processing techniques to be ineffective

Data sets of structured data that have grown over time

Data sets that are so large they can only be interrogated using Al

Data sets that live in data warehouses or lakes

Data sets that are 'too large' or diverse causing traditional data processing techniques to be ineffective

Which of the following describes MLOps?

Implementing CI/CD. testing and accelerated development lifecycle to the machine learning model development

Applying artificial intelligence to IT Operations

Implementing CI/CD. testing and accelerated development lifecycle to the machine learning model development

Software that thinks like a human through analysis and reasoning to perform complex tasks

A set of capabilities that primarily focuses on the governance and the full life cycle management of all Al and decision models

Which of the following is a characteristic of Machine Learning?

Gradually improves accuracy through iterative optimization

Requires explicit programming to learn

Uses small amounts of historical data to generate accurate inferences or prediction

Gradually improves accuracy through iterative optimization

What is a big advantage of AlOps over ITOA?

It helps operations be reactive

How should the initial AlOps scope be defined?

Small but meaningful scope that will provide data points to validate success

All inclusive of organizational wide long term objectives

Small but meaningful scope that will provide data points to validate success

AlOps implementation is iterative and should not have a defined scope

What is Step 1 in the AlOps Capability Scale?

Reduce MTTR through noise reduction

Use chaos engineering for antifragility

Automate toils using Al Insights

Add automation for self-healing

Reduce MTTR through noise reduction

How should outcomes of an AlOps system be defined?

Realistically and aimed at gradual improvement

AlOps is a silver bullet that will increase resiliency overnight

How should an AlOps strategy be handled?

With clear documentation and buy-in from all stakeholders

Focused on the needs of a specific team

With clear documentation and buy-in from all stakeholders

What does reliability mean?

The ability to keep a functioning state

The ability to be timely and easily maintained

The ability to perform all desired functions

Which is the MOST pressing reason IT professionals look to become effective in operating systems?

Constantly changing IT Landscape

Increasingly demanding user expectations

Constantly changing IT Landscape

How do SLAs relate To AlOps?

AlOps reduces the risk and improves SLA targets by overall improving IT Operations speed and capabilities.

AlOps automates the generation of SLA documentation

AlOps indicates which SLOs to define in an SLA

There is no relationship between AlOps and SLAs

Which are potential outcomes of an AlOps implementation?

Reduce cost and eliminate waste

Continuously improve its value to the organization

What impact on incident related metrics is the desired outcome from AlOps implementation?

Decrease in MTTA. Decrease in MTTR and Increase in MTBF

Increase in MTTA, Increase in MTTR and Decrease in MTBF

Decrease in MTTA, Increase in MTTR and Decrease in MTBF

Decrease in MTTA. Decrease in MTTR and Decrease in MTBF

Decrease in MTTA. Decrease in MTTR and Increase in MTBF

The effectiveness of an AlOps implementation is dependent on what performances?

Machine Learning Model Performance

ITIL AIOps-Foundation Practice Test 1 - Free Online Exam Prep & Questions

How did systems architecture transform?

From monoliths to microservices

From object oriented languages to functional languages

From cloud to edge

From docker to OCI

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