An ecommerce company wants to collect user clickstream data from the company's website for real- time analysis. The website experiences fluctuating traffic patterns throughout the day. The company…

Question

Options

• AUse a data stream in Amazon Kinesis Data Streams in on-demand mode to capture the
• BUse Amazon Data Firehose to capture the clickstream data. Use AWS Glue to process the data
• CUse Amazon Kinesis Video Streams to capture the clickstream data. Use AWS Glue to process
• DUse Amazon Managed Service for Apache Flink (previously known as Amazon Kinesis Data

• A
  86% (18)
• B
  10% (2)
• D
  5% (1)

Explanation

Amazon Kinesis Data Streams in on-demand mode is purpose-built for real-time ingestion of streaming data and scales automatically with traffic, which is ideal for fluctuating workloads like clickstream data. Combined with AWS Lambda, which scales concurrently based on incoming events, this setup ensures efficient, real-time processing with minimal configuration and cost overhead. Option B involves Firehose, which is not optimal for low-latency processing. Option C is incorrect as Kinesis Video Streams is designed for video data, not clickstream. Option D introduces Flink, which adds unnecessary complexity when Lambda suffices.

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