Dynatrace Associate Certification updated
Log metrics enable the creation of met-
rics from log data, which can be used
What is the role of log metrics in Dyna-
throughout Dynatrace for dashboards,
trace?
analysis, and custom alerts, enhancing
observability and monitoring capabilities.
The Dock is an expandable/collapsible
What is the Dock in the Dynatrace web panel on the left side of the Dynatrace
UI? display, serving as a tool belt with links
to daily-used applications.
The upper part includes the Dynatrace
What can you access from the upper part
home, Search, Apps, and pinned or ac-
of the Dock?
tive apps.
Use Search or Apps to find the app, then
How do you pin an app to the Dock? hover over it in the Dock and select "Pin
to dock."
It enables platform-wide search and is al-
What is the function of the Search option
ways available in the Dock; the keyboard
in the Dock?
shortcut is CTRL+K or CMD+K.
What resources can be accessed Documentation, Release notes, Commu-
through the Support option in the Dock? nity, University, and Live chat.
Where can you find user-specific links in At the bottom of the Dock, by selecting
the Dock? your initials or name.
It hides labels, displaying only icons, thus
What does collapsing the Dock do?
freeing up screen space.
How can you access the Dynatrace By selecting "Dynatrace" in the upper-left
home page from the Dock? corner of the Dock.
To list and launch installed apps, browse
What is the purpose of the Apps section
by category, and access the Dynatrace
in the Dock?
Hub for more apps.
What can you find in the lower part of the Options to hide/display the Dock, access
Dock? support links, and user-specific links.
Dynatrace is a platform that delivers ana-
What is Dynatrace? lytics and automation for unified observ-
ability and security.
, Dynatrace Associate Certification updated
It uses causal AI to automate DevSec-
How does Dynatrace assist teams in the
Ops at scale, providing precise answers
modern cloud?
that help teams innovate and thrive.
By breaking down team silos and proac-
In what ways does Dynatrace empower
tively preventing issues before they affect
organizations?
end users.
It provides observability, security, analyt-
What solutions does Dynatrace offer? ics, and automation solutions in a unified
platform.
Infrastructure Observability, Application
Name three use cases that Dynatrace is
Observability, and Digital Experience
purpose-built for.
Monitoring.
To enable smarter, faster decisions when
What is the purpose of Dynatrace's Log troubleshooting and assessing applica-
Analytics? tion health, while reducing ingestion and
management overhead.
It offers continuous security posture in-
sights and protection against applica-
How does Dynatrace approach Applica-
tion-layer vulnerabilities, including detec-
tion Security?
tion and blocking of attacks like SQL in-
jection and command injection.
To quickly detect, investigate, and re-
What is the role of Dynatrace's Threat
spond to threats using intelligent au-
Observability?
tomation.
They accelerate digital transformation
Describe the function of Dynatrace's
through automations driven by observ-
Software Delivery solutions.
ability and security insights.
It simplifies critical, real-time business
What benefit does Dynatrace's Business
decisions with precision, speed, and con-
Analytics provide?
text.
By integrating with major cloud platforms
and solutions, and utilizing the Dynatrace
How can organizations extend Dyna-
Hub to find and activate apps and ex-
trace's capabilities?
tensions tailored to specific observability
needs.
What is the Dynatrace AppEngine?
, Dynatrace Associate Certification updated
A core technology that allows users to
create and share custom apps leverag-
ing insights from observability, security,
and business data.
It accelerates digital transformation with
What does the Dynatrace Automatio-
powerful automations driven by observ-
nEngine do?
ability and security insights.
Davis AI combines predictive, causal,
Explain the role of Davis AI in Dynatrace. and generative AI for observability, secu-
rity, and business use cases.
Grail is a causational data lakehouse
What is Grail in the context of Dyna- with a massively parallel processing an-
trace? alytics engine, enabling instant, AI-pow-
ered, context-rich analytics.
OneAgent automatically discovers, acti-
vates, and instruments applications, mi-
What is the function of Dynatrace's
croservices, infrastructure, and their de-
OneAgent?
pendencies in modern cloud environ-
ments.
Smartscape is a dynamic environ-
ment-topology mapping tool that visual-
Describe Smartscape in Dynatrace.
izes the relationships among all applica-
tion components across every tier.
Personalized support with tailored re-
Sign-In Benefits
sources.
Increased load can cause performance
What challenges do organizations face
issues, slow response times, and sys-
when handling sudden spikes in digital
tem outages, requiring scalable infra-
traffic?
structure and proactive monitoring.
How can remote teams ensure system By using monitoring tools, setting up per-
performance and responsiveness in a formance dashboards, and maintaining
digital environment? clear communication across teams.
What benefits do performance monitor- They offer real-time insights, improve de-
ing dashboards provide for technical and cision-making, and help teams quickly
non-technical stakeholders? identify and resolve performance issues.
, Dynatrace Associate Certification updated
It reduces inter-team dependencies and
How does end-to-end visibility help
enables faster issue resolution by pin-
teams identify and resolve system issues
pointing the exact source of performance
more efficiently?
problems.
It automates incident tracking, reduces
What advantages does integrating ob-
response time, and allows executives
servability platforms with IT service man-
and teams to access performance data
agement tools provide?
without additional meetings.
By identifying patterns in user inter-
How can analyzing chatbot usage data actions, assessing performance impact,
improve digital customer experience? and optimizing chatbot responses based
on user needs.
Why is it important for all teams to collab-
It ensures alignment with business goals,
orate in defining service-level objectives
improves customer experience, and sets
(SLOs) and key performance indicators
realistic performance expectations.
(KPIs)?
How do Core Web Vitals impact digital They measure page performance (e.g.,
experience, and why should organiza- loading speed, interactivity), affecting
tions monitor them? user satisfaction and SEO rankings.
To monitor and manage the health, per-
formance, and security of Kubernetes
What is the primary purpose of deploying
clusters and workloads by consolidating
Dynatrace on Kubernetes clusters?
metrics, traces, logs, and events in one
place.
Which component is essential for deploy-
The Dynatrace Operator.
ing Dynatrace on a Kubernetes cluster?
Deployment options include Kubernetes
What are the deployment options avail- platform monitoring, application observ-
able for Dynatrace on Kubernetes? ability, full-stack observability, and host
monitoring.
Access the Kubernetes section in Dyna-
What is the first step in deploying Dyna-
trace and select "Add cluster" to initiate
trace to a Kubernetes cluster?
the deployment process.
By reviewing the "How it works" section
in the Dynatrace documentation, which
Log metrics enable the creation of met-
rics from log data, which can be used
What is the role of log metrics in Dyna-
throughout Dynatrace for dashboards,
trace?
analysis, and custom alerts, enhancing
observability and monitoring capabilities.
The Dock is an expandable/collapsible
What is the Dock in the Dynatrace web panel on the left side of the Dynatrace
UI? display, serving as a tool belt with links
to daily-used applications.
The upper part includes the Dynatrace
What can you access from the upper part
home, Search, Apps, and pinned or ac-
of the Dock?
tive apps.
Use Search or Apps to find the app, then
How do you pin an app to the Dock? hover over it in the Dock and select "Pin
to dock."
It enables platform-wide search and is al-
What is the function of the Search option
ways available in the Dock; the keyboard
in the Dock?
shortcut is CTRL+K or CMD+K.
What resources can be accessed Documentation, Release notes, Commu-
through the Support option in the Dock? nity, University, and Live chat.
Where can you find user-specific links in At the bottom of the Dock, by selecting
the Dock? your initials or name.
It hides labels, displaying only icons, thus
What does collapsing the Dock do?
freeing up screen space.
How can you access the Dynatrace By selecting "Dynatrace" in the upper-left
home page from the Dock? corner of the Dock.
To list and launch installed apps, browse
What is the purpose of the Apps section
by category, and access the Dynatrace
in the Dock?
Hub for more apps.
What can you find in the lower part of the Options to hide/display the Dock, access
Dock? support links, and user-specific links.
Dynatrace is a platform that delivers ana-
What is Dynatrace? lytics and automation for unified observ-
ability and security.
, Dynatrace Associate Certification updated
It uses causal AI to automate DevSec-
How does Dynatrace assist teams in the
Ops at scale, providing precise answers
modern cloud?
that help teams innovate and thrive.
By breaking down team silos and proac-
In what ways does Dynatrace empower
tively preventing issues before they affect
organizations?
end users.
It provides observability, security, analyt-
What solutions does Dynatrace offer? ics, and automation solutions in a unified
platform.
Infrastructure Observability, Application
Name three use cases that Dynatrace is
Observability, and Digital Experience
purpose-built for.
Monitoring.
To enable smarter, faster decisions when
What is the purpose of Dynatrace's Log troubleshooting and assessing applica-
Analytics? tion health, while reducing ingestion and
management overhead.
It offers continuous security posture in-
sights and protection against applica-
How does Dynatrace approach Applica-
tion-layer vulnerabilities, including detec-
tion Security?
tion and blocking of attacks like SQL in-
jection and command injection.
To quickly detect, investigate, and re-
What is the role of Dynatrace's Threat
spond to threats using intelligent au-
Observability?
tomation.
They accelerate digital transformation
Describe the function of Dynatrace's
through automations driven by observ-
Software Delivery solutions.
ability and security insights.
It simplifies critical, real-time business
What benefit does Dynatrace's Business
decisions with precision, speed, and con-
Analytics provide?
text.
By integrating with major cloud platforms
and solutions, and utilizing the Dynatrace
How can organizations extend Dyna-
Hub to find and activate apps and ex-
trace's capabilities?
tensions tailored to specific observability
needs.
What is the Dynatrace AppEngine?
, Dynatrace Associate Certification updated
A core technology that allows users to
create and share custom apps leverag-
ing insights from observability, security,
and business data.
It accelerates digital transformation with
What does the Dynatrace Automatio-
powerful automations driven by observ-
nEngine do?
ability and security insights.
Davis AI combines predictive, causal,
Explain the role of Davis AI in Dynatrace. and generative AI for observability, secu-
rity, and business use cases.
Grail is a causational data lakehouse
What is Grail in the context of Dyna- with a massively parallel processing an-
trace? alytics engine, enabling instant, AI-pow-
ered, context-rich analytics.
OneAgent automatically discovers, acti-
vates, and instruments applications, mi-
What is the function of Dynatrace's
croservices, infrastructure, and their de-
OneAgent?
pendencies in modern cloud environ-
ments.
Smartscape is a dynamic environ-
ment-topology mapping tool that visual-
Describe Smartscape in Dynatrace.
izes the relationships among all applica-
tion components across every tier.
Personalized support with tailored re-
Sign-In Benefits
sources.
Increased load can cause performance
What challenges do organizations face
issues, slow response times, and sys-
when handling sudden spikes in digital
tem outages, requiring scalable infra-
traffic?
structure and proactive monitoring.
How can remote teams ensure system By using monitoring tools, setting up per-
performance and responsiveness in a formance dashboards, and maintaining
digital environment? clear communication across teams.
What benefits do performance monitor- They offer real-time insights, improve de-
ing dashboards provide for technical and cision-making, and help teams quickly
non-technical stakeholders? identify and resolve performance issues.
, Dynatrace Associate Certification updated
It reduces inter-team dependencies and
How does end-to-end visibility help
enables faster issue resolution by pin-
teams identify and resolve system issues
pointing the exact source of performance
more efficiently?
problems.
It automates incident tracking, reduces
What advantages does integrating ob-
response time, and allows executives
servability platforms with IT service man-
and teams to access performance data
agement tools provide?
without additional meetings.
By identifying patterns in user inter-
How can analyzing chatbot usage data actions, assessing performance impact,
improve digital customer experience? and optimizing chatbot responses based
on user needs.
Why is it important for all teams to collab-
It ensures alignment with business goals,
orate in defining service-level objectives
improves customer experience, and sets
(SLOs) and key performance indicators
realistic performance expectations.
(KPIs)?
How do Core Web Vitals impact digital They measure page performance (e.g.,
experience, and why should organiza- loading speed, interactivity), affecting
tions monitor them? user satisfaction and SEO rankings.
To monitor and manage the health, per-
formance, and security of Kubernetes
What is the primary purpose of deploying
clusters and workloads by consolidating
Dynatrace on Kubernetes clusters?
metrics, traces, logs, and events in one
place.
Which component is essential for deploy-
The Dynatrace Operator.
ing Dynatrace on a Kubernetes cluster?
Deployment options include Kubernetes
What are the deployment options avail- platform monitoring, application observ-
able for Dynatrace on Kubernetes? ability, full-stack observability, and host
monitoring.
Access the Kubernetes section in Dyna-
What is the first step in deploying Dyna-
trace and select "Add cluster" to initiate
trace to a Kubernetes cluster?
the deployment process.
By reviewing the "How it works" section
in the Dynatrace documentation, which
