For managing large-scale data analytics, technologies like big data platforms and distributed computing systems are essential. Solutions such as Apache Hadoop and Apache Spark enable the processing and analysis of vast data sets efficiently. These technologies leverage parallel processing, allowing for the handling of diverse data types and volumes, ensuring scalability and performance. Furthermore, integrating cloud computing enhances flexibility and resource management, as organizations can adjust their analytics infrastructure based on demand. Together, these technologies facilitate the extraction of valuable insights from large data pools.