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A developer is building a serverless image-processing API on AWS Lambda behind Amazon API Gateway that must read two adjustable runtime parameters—maximum parallel transformations (initially 300) and maximum images processed per minute (initially 900)—which operations may update weekly, and these updates must be rolled out automatically with a canary release (e.g., 10% over 20 minutes), allow fast rollback, and apply across all function instances without redeploying the function code or causing downtime; which solution meets these requirements?
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A telemedicine platform is rolling out nationwide training webinars, and as concurrent sessions surge, the DevOps team needs to be alerted if the Amazon EC2 instance running the WebRTC signaling service exceeds 85% CPU utilization for 10 consecutive minutes so that on-call engineers can scale capacity. Which solution will meet this requirement?
A team is using AWS Serverless Application Model (AWS SAM) to deploy a video-analytics microservice that includes one AWS Lambda function (512 MB memory with reserved concurrency of 5) and one Amazon S3 bucket named media-logs-789 that stores input files under the incoming/ prefix, and the function must be able to read objects from that bucket and prefix only (no write or delete) as part of the automated deployment; how should the developer configure the SAM template to grant the required read-only access?
A logistics company receives telematics events from 8,000 delivery vans at a peak of 1,200 events per second, averaging 1.5 KB per event. Three EC2-based processing applications (anomaly detection, billing, and live dashboards) must consume the same event stream concurrently in near real time with sub-second latency. Each processor must be able to pause during deployments or crashes and then resume from its last checkpoint without data loss. The team plans to add two more processors next month and wants to avoid duplicating the data pipeline for each consumer. Which AWS service should the developer use to ingest and fan out the stream to meet these requirements?
A retail analytics team rehosted a nightly Node.js job as an AWS Lambda function that makes a sequence of calls to a partner invoicing REST API to fetch the previous month’s data and then generates billing summaries. The partner has introduced strict rate limits of 75 requests per minute and 8,000 requests per day; exceeding either returns HTTP 429, and the response headers include the per-minute and per-day quotas; the monthly pull now needs about 11,500 API calls and may spill over into a second day. What is the MOST operationally efficient way to refactor the serverless design to comply with these limits?
An Amazon ECS service running on AWS Fargate sends two daily batches of up to 1,000 emails through an external SMTP relay on port 587, and the application currently reads the SMTP username and password from environment variables defined in the task definition; the security team requires the developer to use encrypted, centrally managed credentials with AWS KMS–backed at-rest encryption and automatic decryption at runtime, while making no changes to the application's business logic and granting only least-privilege permissions to the task role—what should the developer do to meet these requirements?
In a central analytics AWS account, an AWS Lambda function that runs every 10 minutes must enumerate Amazon RDS instances in five development accounts by performing only the rds:DescribeDBInstances action; to comply with the principle of least privilege and enable cross-account access, how should a developer configure the necessary IAM roles and permissions?
A developer at Company X must publish messages to an Amazon SQS queue in a partner AWS account (account ID 444455556666) by assuming the cross-account role arn:aws:iam::444455556666:role/SQSWriter, and the company mandates multi-factor authentication (MFA) using the virtual device arn:aws:iam::111122223333:mfa/dev1 with a 6-digit token and a 60-minute session duration; which AWS Security Token Service (AWS STS) API operation should the developer call with the MFA parameters to obtain temporary credentials for this access?
A sports analytics startup runs a latency‑sensitive leaderboard microservice on Amazon ECS using the Amazon EC2 launch type across two Availability Zones and needs to migrate the workload to Amazon ECS on AWS Fargate with near‑zero disruption; during a blue/green cutover, the developer must configure the cluster’s capacity providers so that on‑demand Fargate tasks launch by default (ensuring at least 1 task runs on on‑demand) and FARGATE_SPOT is used only for overflow, while avoiding any API calls that attempt to create AWS‑owned capacity providers; which solution achieves the migration with the least downtime?
A developer is testing an event-driven order processing system on AWS that uses Amazon EventBridge rules to trigger AWS Step Functions state machines, which invoke multiple AWS Lambda functions. During a 20-minute load test at 1,500 events per minute, intermittent 5xx errors occur, but the developer cannot quickly determine which component is failing. To pinpoint the errors, the developer must be able to search and correlate logs across all components (EventBridge, Step Functions, and Lambda) within the most recent 24 hours with minimal setup and ongoing maintenance. What should the developer do to meet these requirements with the LEAST operational overhead?