DYNATRACE ASSOCIATE CERT ACTUAL
TEST QUESTIONS WITH COMPLETE
ANSWER KEY
●● Managed
Answer: Customer provides platform, Dynatrace manages the service
●● What are the core offerings of Dynatrace (both Saas and Managed)?
Answer: 8 Offerings - Infra O11y, App O11y, Digital Experience, Log
Analytics, App Security, Threat O11y, Software Delivery, Business
Analytics
●● What is Infrastructure Observability?
Answer: Tracks performance and health of hosts, VMs, containers and
cloud infra
●● How is Infrastructure Observability delivered?
Answer: Via OneAgent and Smartscape for automatic discovery,
topology and metrics collection
●● What is Application Observability?
Answer: Deep code-level tracing of services, APIs and requests across
full app stack
,●● How is Application Observability delivered?
Answer: Through PurePath (distributed tracing) and OneAgent auto-
instrumentation
●● What is Digital Experience Monitoring?
Answer: Measures frontend performance and user satisfaction via RUM
and synthetic tests
●● How is Digital Experience Monitoring delivered?
Answer: Via Javascript injection for RUM and global synthetic testing
nodes
●● What is Log Analytics?
Answer: Centralized log collection, search, correlation with traces and
metrics
●● How is Log Analytics delivered?
Answer: Via OneAgent or log shipper to ingest logs into Grail for
analytics with DQL
●● What is Application Security?
Answer: Identifies code-level vulnerabilities and risks in runtime
environments
,●● How is Application Security delivered?
Answer: Via OneAgent with Runtime Vulerability Analytics (RVA) and
Application Protection
●● What is Threat Observability?
Answer: Detects and analyzes malicious activity or behavioral
anomalies in context
●● How is Threat Observability delivered?
Answer: Via Davis AI, Grail and automatic correlation with logs, traces
and metrics
●● What is Software Delivery Monitoring?
Answer: Monitors CI/CD pipelines, deployment quality and feature
release impact
●● How is Software Delivery Monitoring delivered?
Answer: Via integrations with tools like Jenkins, GitHub, Kubernetes
and Dynatrace Deployment Events API
●● What is Business Analytics?
Answer: Transforms observability data into business KPIs (e.g. revenue,
SLAs)
, ●● How is Business Analytics delivered?
Answer: Via DQL, Grail, dashboards and custom apps
●● What are SaaS-only Features?
Answer: OpenPipeline, AppEngine, AutomationEngine, Grail
●● What is OpenPipeline?
Answer: Grail-based, unified o11y and security data ingestion pipeline
●● What is AppEngine?
Answer: Serverless, grail-native platform to build and run custom
Dynatrace apps
●● What is AutomationEngine?
Answer: Engine to automate workflows using observability data and
Davis AI
●● What is PurePath?
Answer: Distributed tracing of full transactions for deep code visibility
●● How does Dynatrace ingest data?
TEST QUESTIONS WITH COMPLETE
ANSWER KEY
●● Managed
Answer: Customer provides platform, Dynatrace manages the service
●● What are the core offerings of Dynatrace (both Saas and Managed)?
Answer: 8 Offerings - Infra O11y, App O11y, Digital Experience, Log
Analytics, App Security, Threat O11y, Software Delivery, Business
Analytics
●● What is Infrastructure Observability?
Answer: Tracks performance and health of hosts, VMs, containers and
cloud infra
●● How is Infrastructure Observability delivered?
Answer: Via OneAgent and Smartscape for automatic discovery,
topology and metrics collection
●● What is Application Observability?
Answer: Deep code-level tracing of services, APIs and requests across
full app stack
,●● How is Application Observability delivered?
Answer: Through PurePath (distributed tracing) and OneAgent auto-
instrumentation
●● What is Digital Experience Monitoring?
Answer: Measures frontend performance and user satisfaction via RUM
and synthetic tests
●● How is Digital Experience Monitoring delivered?
Answer: Via Javascript injection for RUM and global synthetic testing
nodes
●● What is Log Analytics?
Answer: Centralized log collection, search, correlation with traces and
metrics
●● How is Log Analytics delivered?
Answer: Via OneAgent or log shipper to ingest logs into Grail for
analytics with DQL
●● What is Application Security?
Answer: Identifies code-level vulnerabilities and risks in runtime
environments
,●● How is Application Security delivered?
Answer: Via OneAgent with Runtime Vulerability Analytics (RVA) and
Application Protection
●● What is Threat Observability?
Answer: Detects and analyzes malicious activity or behavioral
anomalies in context
●● How is Threat Observability delivered?
Answer: Via Davis AI, Grail and automatic correlation with logs, traces
and metrics
●● What is Software Delivery Monitoring?
Answer: Monitors CI/CD pipelines, deployment quality and feature
release impact
●● How is Software Delivery Monitoring delivered?
Answer: Via integrations with tools like Jenkins, GitHub, Kubernetes
and Dynatrace Deployment Events API
●● What is Business Analytics?
Answer: Transforms observability data into business KPIs (e.g. revenue,
SLAs)
, ●● How is Business Analytics delivered?
Answer: Via DQL, Grail, dashboards and custom apps
●● What are SaaS-only Features?
Answer: OpenPipeline, AppEngine, AutomationEngine, Grail
●● What is OpenPipeline?
Answer: Grail-based, unified o11y and security data ingestion pipeline
●● What is AppEngine?
Answer: Serverless, grail-native platform to build and run custom
Dynatrace apps
●● What is AutomationEngine?
Answer: Engine to automate workflows using observability data and
Davis AI
●● What is PurePath?
Answer: Distributed tracing of full transactions for deep code visibility
●● How does Dynatrace ingest data?
