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A company operates multiple Linux-based EC2 instances that produce a range of log files requiring analysis for security and compliance. The organization aims to utilize Kinesis Data Streams (KDS) for this log data analysis.
What is the most effective method to send log data from these EC2 instances to KDS?
A
Run cron job on each of the instances to collect log data and send it to Kinesis Data Streams
B
Install AWS SDK on each of the instances and configure it to send the necessary files to Kinesis Data Streams
C
Install and configure Kinesis Agent on each of the instances
D
Use Kinesis Producer Library (KPL) to collect and ingest data from each EC2 instance