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===== Pregunta 1 =====
Where are logs available for analysis and troubleshooting?
  * Container Logs
  * Log Analysis
  * Log Insights
  * Log Explorer

===== Pregunta 2 =====
What rule type helps scrub sensitive data from logs?
  * redact
  * filter
  * scrub
  * mask_sequences

===== Pregunta 3 =====
What is needed for the Datadog agent to detect containers?
  * Access to Docker container logs
  * Nothing, auto-detection is enabled by default
  * Admin access to Docker engine
  * Custom configuration

===== Pregunta 4 =====
Why should only necessary logs be shipped to Datadog?
  * Indexing performance
  * Query performance
  * Security, compliance and storage reasons
  * Processing performance

===== Pregunta 5 =====
Which metric indicates the volume of log entries?
  * logs.count
  * logs.size
  * system.cpu.idle
  * logs.rate

===== Pregunta 6 =====
What Kubernetes resource ensures that a specified number of pod replicas are running?
  * Ingresses
  * Services
  * Deployments
  * ReplicaSets

===== Pregunta 7 =====
What is needed to monitor AWS Lambda functions?
  * Admin access to Datadog
  * Datadog agent installation
  * Process monitoring enabled
  * AWS integration and Datadog Forwarder

===== Pregunta 8 =====
What environment variable needs to be set in the Datadog agent container for live containers data collection?
  * DD_ORCHESTRATOR_EXPLORER_ENABLED
  * DD_LIVE_CONTAINERS
  * DD_CONTAINER_MONITORING
  * DD_CONTAINER_INSIGHTS

===== Pregunta 9 =====
What dashboard shows metrics and details for AWS Lambda functions?
  * Serverless dashboard
  * Docker dashboard
  * Applications dashboard
  * Infrastructure dashboard

===== Pregunta 10 =====
What section of the Datadog UI shows a list of containers running in the cluster?
  * Infrastructure > Containers
  * Compute > Containers
  * Clusters > Containers
  * Applications > Containers

===== Pregunta 11 =====
What Datadog feature allows retaining raw logs in cloud storage for longer periods?
  * Log Storage
  * External Logs
  * Log Backups
  * Log Archives

===== Pregunta 12 =====
What methods can be used to ship logs from hosts?
  * Integrations, Pipelines
  * Environment variables, Annotations
  * Configuration files, conf.d directory
  * DaemonSets, Labels

===== Pregunta 13 =====
What command is used to apply the YAML files needed to create Kubernetes resources for the Datadog agent?
  * kubectl deploy
  * kubectl install
  * kubectl apply
  * kubectl create

===== Pregunta 14 =====
Which service metric indicates request volume handled?
  * service.requests
  * service.status
  * temperature
  * service.response_time

===== Pregunta 15 =====
Where are log processing pipelines viewed and managed in Datadog?
  * Logs | Configuration
  * Integrations | Pipelines
  * Settings | Pipelines
  * Logs | Pipelines

===== Pregunta 16 =====
What enables comparing runtime environments between containers and hosts?
  * Container filtering
  * Process aggregation
  * Infrastructure List
  * Host details window

===== Pregunta 17 =====
Where are predefined log processing pipelines based on integrations viewed?
  * Integrations List
  * Log Configurations
  * Pipeline Indexes
  * Pipeline Library

===== Pregunta 18 =====
What processor extracts fields like http, status_code, auth from Apache httpd logs?
  * Metric Generator
  * PCRE Parser
  * Grok Parser
  * JSON Parser

===== Pregunta 19 =====
How are raw logs retained for longer periods while conserving storage?
  * Deduplication
  * Backups
  * Replication
  * Archives

===== Pregunta 20 =====
Which network metric indicates bytes received?
  * network.packets_sent
  * network.bytes_recv
  * network.err_out
  * network.err_in

===== Pregunta 21 =====
Which metric indicates the disk latency per device?
  * system.cpu.idle
  * system.disk.total
  * system.swap.used
  * system.io.await

===== Pregunta 22 =====
What process metric shows the CPU usage percentage?
  * process.cpu.total_pct
  * process.threads
  * system.swap.free
  * process.memory.rss

===== Pregunta 23 =====
What application metric shows HTTP response codes?
  * http.response.status.<status_code>
  * application.requests
  * messages.pending
  * application.errors

===== Pregunta 24 =====
Which database metric indicates query volume and response times?
  * database.connections
  * database.queries
  * service.requests
  * database.replication.lag

===== Pregunta 25 =====
What Docker image instrumentation helps with log collection?
  * Ports
  * Labels
  * Commands
  * Volumes

===== Pregunta 26 =====
What system metric indicates the fraction of disk space in use?
  * system.mem.used
  * system.disk.in_use
  * system.disk.free
  * system.disk.total

===== Pregunta 27 =====
What shows the average CPU load over different periods?
  * system.cpu metrics
  * system.swap metrics
  * system.io metrics
  * system.load metrics

===== Pregunta 28 =====
What memory metric indicates the total physical RAM?
  * system.mem.free
  * system.mem.paged
  * system.mem.used
  * system.memory.total

===== Pregunta 29 =====
What platform provides insights into live container operations beyond just Docker?
  * Container Monitoring
  * Container Insights
  * Live Containers
  * Orchestrator Explorer

===== Pregunta 30 =====
What role needs permissions for live containers data collection in Kubernetes?
  * Container runtime role
  * Node role for the process agent
  * Cluster role for the Datadog agent
  * Cluster admin role