A company integrates streaming data into their data lake. What testing strategies should be applied to handle this type of data?

When dealing with streaming data integration into a data lake, testing strategies should include Batch and Real-time Processing Testing. This ensures that both the traditional batch processing and real-time streaming components are validated for accuracy and performance.