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Answer: Amazon S3 for batch data storage and Amazon Kinesis for streaming data ingestion
Amazon S3 is a highly scalable and durable object storage service, making it an ideal choice for storing large volumes of batch data. Amazon Kinesis is a fully managed streaming data service that can handle real-time data ingestion and processing. Therefore, using Amazon S3 for batch data storage and Amazon Kinesis for streaming data ingestion would be the most suitable combination for this scenario.
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Your company is planning to migrate its data ingestion process to AWS. The data ingestion process involves collecting data from various sources, processing it, and storing it in a data lake. The data is expected to be ingested in both batch and streaming modes. Given the requirements, which AWS services would you recommend for this scenario and why?
A
Amazon S3 for batch data storage and Amazon Kinesis for streaming data ingestion
B
Amazon RDS for batch data storage and Amazon Kinesis for streaming data ingestion
C
Amazon DynamoDB for batch data storage and Amazon Kinesis for streaming data ingestion
D
Amazon Redshift for batch data storage and Amazon Kinesis for streaming data ingestion