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You are responsible for a data processing application that transforms large CSV files into Apache Parquet format using AWS Lambda functions. The application frequently encounters timeout errors and performance bottlenecks. What approach would you take to troubleshoot and resolve these issues?
A
Increase the timeout limit for the Lambda functions.
B
Optimize the data transformation logic to reduce processing time.
C
Use Amazon EMR for the transformation process instead of Lambda.
D
Split the CSV files into smaller chunks before processing.