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counter for every consumer motion in the course of their consultation. Use the motion kind because the partition key for the flow. Use the Kinesis Client Library (KCL) withinside the client utility to retrieve the information from the flow and carry out the processing. Configure the client utility to examine the information from the flow and alternate the variety of processor threads primarily based totally upon the counter. Deploy the client utility on AWS Lambda. c) Include a consultation identifier withinside the clickstream information from the writer internet site and use because the partition key for the flow. Use the Kinesis Client Library (KCL) withinside the client utility to retrieve the information from the flow and carry out the processing. Deploy the client utility on Amazon EC2 times in an EC2 Auto Scaling institution. Use an AWS Lambda characteristic to reshard the flow primarily based totally upon Amazon CloudWatch alarms. d) Include a variable withinside the clickstream information from the writer internet site to keep a counter for the variety of energetic consumer sessions. Use a timestamp for the partition key for the flow. Configure the client utility to examine the information from the flow and alternate the variety of processor threads primarily

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