A game developer must appropriately scale its DynamoDB-backed gaming application. Amazon Redshift stores the last two ye

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A game developer must appropriately scale its DynamoDB-backed gaming application. Amazon Redshift stores the last two years' worth of data. The amount of traffic to games fluctuates throughout the year due to a variety of reasons such as the season, the release of a new film, and the holiday season. Each week in advance, an administrator must determine how much read and write throughput should be provided for DynamoDB tables.

How should the administrator carry out this responsibility?

A. Feed the data into Amazon Machine Learning and build a regression model.
B. Feed the data into Spark Mlib and build a random forest modest.
C. Feed the data into Apache Mahout and build a multi-classification model.
D. Feed the data into Amazon Machine Learning and build a binary classification model.