Big data systems, particularly those involving data processing pipelines, prioritize throughput and end-to-end latency as key Service Level Indicators (SLIs). These metrics are crucial for assessing the performance and efficiency of such systems. For more insights, refer to Google's Site Reliability Engineering book.