AWS Certified Solutions Architect Associate SAA-C03 Practice Question
An enterprise needs to capture live event data that surges intermittently, leading to volume spikes at irregular intervals. Which service would provide the optimal solution to accommodate such unpredictable high-velocity data inflows?
Amazon Kinesis Data Streams is the optimal service for scenarios where data arrives at variable rates, particularly when dealing with intermittent surges leading to high-velocity data inflows. It is designed to handle real-time streaming of large volumes of data and can scale automatically to match the throughput requirements during peak times. AWS DataSync is more suitable for data transfer tasks. Amazon SQS is useful for message queuing but not for real-time streaming, and AWS Direct Connect is a connectivity solution that doesn’t directly address the handling of variable-rate data inflows.
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