A company is building a real-time data processing aws video
data-engineer video for a company is building a real-time data processing application that collects sensor data from IoT devices. The data needs to be processed
Full Certification Question
A company is building a real-time data processing application that collects sensor data from IoT devices. The data needs to be processed immediately and stored in a time-series database for later analysis. The company also wants to keep operational overhead to a minimum and reduce infrastructure management as much as possible. The following requirements must be met: The incoming data stream from the IoT devices should be processed in real-time. Data needs to be transformed into a standardized JSON format. The transformed data should be stored in an Amazon Timestream database. The solution should be scalable to accommodate spikes in data volume and should only use compute resources when necessary to minimize costs. Which solution meets these requirements?