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DevOps / AppDynamics Interview questions

How does AppDynamics correlate a transaction across multiple tiers?

When a request enters the originating tier, the App Agent generates a unique identifier for that transaction instance and carries it forward as the request calls into downstream tiers, so every tier's activity for that one request can later be reassembled into a single, cross-tier view.

sequenceDiagram participant Client participant TierA as Tier A (originating) participant TierB as Tier B (continuing) participant Controller Client->>TierA: HTTP request TierA->>TierA: Agent generates correlation ID TierA->>TierB: Outbound call + singularityheader TierB->>TierB: Agent reads header, joins same transaction TierA-->>Controller: Reports segment data TierB-->>Controller: Reports segment data Controller->>Controller: Reconstructs full cross-tier flow

For HTTP calls this identifier travels in a custom header named singularityheader; for other protocols like JMS it rides in an equivalent extensible field, such as a message property. The Controller doesn't do the correlating itself in real time — each tier reports its own segment, tagged with the same identifier, and the Controller reconciles those segments into one flow map after the fact.

What does each tier report to the Controller during a correlated transaction?
Which tier generates the initial correlation identifier?

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Explain AppDynamics. What is Appdynamics? What is Application Performance Monitoring (APM)? What are agents and the controller in AppDynamics? What are the core components of the AppDynamics platform? Why is AppDynamics used? What is the Controller in AppDynamics? What is OpenTelemetry in Appdynamics? What is an App Agent in AppDynamics? What is Unified Monitoring in AppDynamics? What is a flow map in Appdynamics? What are the types of agents available in AppDynamics? What is a Business Transaction in AppDynamics? What is Appdynamics node? What is a Tier in AppDynamics? What is Galileo suite? What is a Node in AppDynamics? What is a Business Application in AppDynamics? What is the Application Flow Map? What is a Health Rule? What is a Policy in AppDynamics? What is a Transaction Snapshot? Define baseline in AppDynamics? What is the Machine Agent used for? What is End User Monitoring (EUM)? What is Database Visibility in AppDynamics? What are Backends in AppDynamics? Describe the Metric Browser in AppDynamics? What is the difference between a Tier and a Node in AppDynamics? How does AppDynamics automatically discover Business Transactions? What is the difference between automatic and custom Business Transaction match rules? How does AppDynamics correlate a transaction across multiple tiers? Why is the singularityheader important in transaction correlation? How does AppDynamics decide when to capture a transaction snapshot? What is dynamic baselining and how does it work? Why does the Java Agent use byte-code instrumentation? Explain the internal working of AppDynamics' byte-code instrumentation? What is a Service Endpoint in AppDynamics? What is an Information Point? What is a Data Collector in AppDynamics? When should you use custom match rules instead of automatic discovery? What is the difference between Slow, Very Slow, and Stalled transactions? How does AppDynamics calculate Average Response Time (ART)? What is the difference between the Machine Agent and the Network Agent? What is an Adaptive Session in AppDynamics? What is a thread dump and when does AppDynamics capture one automatically? How would you troubleshoot a suspected memory leak using AppDynamics? What are custom extensions for the Machine Agent? How does the Cluster Agent monitor Kubernetes environments? What is the difference between SaaS and On-Premises Controller deployments? How can you reduce AppDynamics agent overhead in a production environment? What is Business iQ / Analytics in AppDynamics? How does AppDynamics integrate with ITSM tools like ServiceNow or PagerDuty? What is the AppDynamics REST API used for? Explain the lifecycle of an alert from health rule violation to notification? What is the difference between Warning and Critical health rule severities? What are Instrumentation exclude rules and why would you use them? Explain the execution flow of a distributed transaction across microservices in AppDynamics?
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