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Troubleshooting and OptimizationhardMultiple ChoiceObjective-mapped

DVA-C02 Troubleshooting and Optimization Practice Question

A developer notices that an AWS Lambda function, which uses Amazon RDS Proxy to connect to an Aurora MySQL database, is experiencing increased latency and occasional connection timeouts. The function is configured with a reserved concurrency of 100 and is deployed in a VPC. The RDS Proxy's maximum connections is set to 1000. CloudWatch metrics show that the DatabaseConnections metric for the proxy is consistently at 1000. What is the most likely cause of the increased latency and timeouts?

⚠ Common exam trap

The trap here is that candidates may focus on the reserved concurrency (100) versus proxy max connections (1000) and assume the numbers are fine, missing that the real issue is connection reuse per invocation, not the total count.

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

The Lambda function is not reusing database connections properly, exhausting the proxy connection pool

The RDS Proxy's DatabaseConnections metric is consistently at 1000, which equals the proxy's maximum connections setting. This indicates the proxy connection pool is fully saturated. When all connections are in use, new connection requests from Lambda invocations must wait, causing increased latency, and if the wait exceeds the timeout, connection timeouts occur. The most likely cause is that the Lambda function is not reusing database connections (e.g., not using connection pooling or keeping connections open across invocations), exhausting the pool.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • The Lambda function is not reusing database connections properly, exhausting the proxy connection pool

    Why this is correct

    Lambda functions are inherently stateless and often short-lived. Without explicit connection pooling implemented within the Lambda function's code (e.g., by declaring the connection object in a global scope), each new invocation will attempt to establish a fresh connection to the RDS Proxy. This rapid creation of new client connections, especially under high concurrency, quickly exhausts the limited connection pool managed by the RDS Proxy, leading to connection failures and increased latency as requests wait for available connections.

  • The RDS Proxy target group is not configured with the correct DB instance

    Why it's wrong here

    If the RDS Proxy's target group is incorrectly configured and points to a non-existent or inaccessible DB instance, any connection attempt from the Lambda function through the proxy would fail immediately and consistently. This scenario would manifest as immediate connection errors for all requests, rather than a gradual increase in latency or eventual exhaustion of the proxy's connection pool, as the proxy would be unable to establish its own backend connections to the database.

  • The Lambda function's execution role is missing the rds-db:connect permission

    Why it's wrong here

    The `rds-db:connect` permission is essential for a Lambda function's execution role to successfully authenticate with RDS Proxy using IAM authentication. If this permission is missing, every single connection attempt from the Lambda function to the RDS Proxy would be met with an immediate authorization denial. This would result in consistent connection failures, preventing any database interactions, rather than a scenario of gradual performance degradation or connection pool exhaustion.

  • The VPC does not have a NAT Gateway for outbound traffic

    Why it's wrong here

    A NAT Gateway is primarily used to provide outbound internet access to resources located in private subnets within a VPC. However, RDS Proxy and the RDS database instance are typically deployed within the same VPC as the Lambda function (or a peered VPC). Connections between resources residing within the same VPC, especially to private endpoints like RDS Proxy, do not require a NAT Gateway. Therefore, its absence would not impact the Lambda function's ability to connect to the RDS Proxy.

Quick reference

Cloud Service Model Comparison

ModelYou ManageProvider ManagesExamples
IaaSOS, runtime, apps, dataHardware, hypervisor, networkingEC2, Azure VMs, GCP Compute Engine
PaaSApps and dataOS, runtime, middleware, hardwareElastic Beanstalk, Azure App Service
SaaSData and settings onlyEverything elseMicrosoft 365, Salesforce, Workday
FaaS / ServerlessFunction code onlyInfra, scaling, runtimeLambda, Azure Functions, Cloud Run
CaaSContainers and appsKubernetes, OS, hardwareEKS, AKS, GKE

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Last reviewed: Jun 11, 2026

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