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A logistics company is deploying a fleet of 2,500 autonomous warehouse robots that each push 8 KB of telemetry every second to AWS over Wi-Fi, and it needs a data platform that provides near-real-time (<=3 seconds) analytics on the inbound stream, ensures durable, ordered, highly parallel ingestion with the ability to reprocess data, and delivers processed results to a data warehouse for BI; which strategy should a solutions architect use to meet these requirements?
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学習期間: 3 months
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学習期間: 3 months
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学習期間: 1 month
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A multimedia analytics startup stores JSON summaries and thumbnails in a single Amazon S3 bucket (average object size 200 KB; ~80,000 new objects per hour; both reads and writes by the application); The company must deploy identical application stacks in two AWS Regions (us-east-1 and ap-southeast-2) to reduce latency, support writes from both Regions, provide a single data access endpoint for the application, accept eventual consistency with replication lag under 15 minutes, require only minimal application code changes, and achieve the least operational overhead—which solution should the company implement?
A digital education platform runs its enrollment service on AWS. The service exposes a REST endpoint through Amazon API Gateway that invokes an AWS Lambda function, which performs transactional reads and writes against an Amazon RDS for PostgreSQL DB instance. During a 2-hour “Early Access” promotion, Amazon CloudWatch showed concurrent Lambda executions spiking from a baseline of 80 to 3,200, active database connections climbing to 470 out of a 500-connection limit, and DB CPU utilization sustained above 85%, resulting in intermittent 502 errors and p95 API latencies over 2.5 seconds. What should a solutions architect recommend to optimize the application’s performance under these burst conditions?
A fintech firm runs a risk analytics tool on Windows VMs in a co-location facility, and the tool reads and writes to a 65 TB shared file repository over SMB with an average daily change rate of about 100 GB. The firm wants to move the shared storage to Amazon S3 for durability and cost, but the application will not be refactored to use native S3 APIs for another 4 months. During this period, the on-premises application must continue to access the same dataset via SMB with minimal client changes, and the cutover must not require running file servers in AWS. A solutions architect must migrate the data to its new S3 location while ensuring uninterrupted SMB access from on premises during and after migration. Which solution will meet these requirements?
A digital publishing company runs a content API on Amazon ECS Fargate tasks in three private subnets behind an Application Load Balancer (ALB) deployed across three public subnets; a single Amazon CloudFront distribution uses the ALB as its only origin, and the company must prevent any direct-to-origin traffic while allowing only CloudFront-originated requests, with automated shared-secret rotation at least every 30 days and no reliance on static IP allow lists—what should a solutions architect do to enhance origin security?
A university genomics department runs an on-premises NAS that exports NFSv3 shares and wants to back up 8 TB of lab data to Amazon S3 each week using a solution that preserves NFS access, automatically archives objects after 5 days, and allows up to 72 hours of retrieval time during disaster recovery; which approach is the most cost-effective?
A national retail chain ingests 4 TB per day of point-of-sale (POS) event logs from 2,500 stores; the logs are compacted hourly into Parquet files and stored in the Hadoop Distributed File System (HDFS) on a long-running Amazon EMR cluster, and business analysts run interactive SQL using Apache Trino (Presto) on the same EMR cluster; each query scans hundreds of gigabytes, completes in under 12 minutes, and queries are executed only between 6:00 PM and 11:00 PM local time on weekdays with up to 6 concurrent users, and the company is concerned about the high cost of the always-on cluster but still needs the most cost-effective way to continue running SQL queries with minimal operational overhead. Which solution will meet these requirements?
An enterprise with 18 AWS accounts in AWS Organizations runs two third‑party inline inspection appliances as manually configured, highly available Amazon EC2 instances in a centralized security VPC within a shared networking account connected to member VPCs through an AWS Transit Gateway; each appliance uses a static private IP as the next hop for 0.0.0.0/0 from member VPCs, a misconfigured automation run recently terminated both instances, and while rebuilding the team created a bootstrap script to configure appliances at first boot, and now the company wants to modernize to minimize cost, scale horizontally from 2 to at least 10 appliances to handle up to 12 Gbps aggregate traffic across two Availability Zones with failover under 60 seconds while continuing to use the same vendor code (vendor confirmed full AWS compatibility)—which combination of steps should a solutions architect recommend to meet these requirements most cost‑effectively? (Choose three)
A media-tech company operates a global learning portal whose web and mobile clients retrieve static UI assets (CSS, JS, thumbnails) from an Amazon S3 bucket in ap-south-1 (about 55 TB, up to 12,000 requests/second) by direct HTTPS object URLs; the company has already created a second S3 bucket in eu-west-1 and requires multi-Region resiliency with near-zero RPO for new objects, automatic read failover, no application code changes, and the least possible operational overhead; which solution will meet these requirements?
A geospatial analytics SaaS provider runs a PrivateLink-powered service in the ap-southeast-2 Region on three Amazon EC2 instances behind an internal Network Load Balancer (NLB) across two Availability Zones, all in private subnets. All existing customers consume the service from ap-southeast-2. The company has onboarded a new enterprise tenant in the eu-central-1 Region and created a new VPC with private subnets there. The company also established inter-Region VPC peering between the VPCs in ap-southeast-2 and eu-central-1. The company wants to grant the tenant access to the SaaS service via an interface VPC endpoint but does not want to deploy any new EC2 resources in eu-central-1. Which solution will meet these requirements?