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processing. Configure data ingestion pipelines using tools like Apache Flume or Apache Kafka to stream logs into HDFS efficiently. Optimization and Resilience Strategies Performance Optimization: Employ profiling tools like cProfile or Pyinstrument to identify performance bottlenecks. Techniques