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Apache Spark
ATH Infosystems
Apache Spark
ATH Infosystems
Apache Spark
ATH Infosystems
Version 3.5.1 + Free Support on Ubuntu 20.04
Apache Spark is an open-source distributed computing framework designed for big data processing and analytics. It provides a powerful and flexible platform for processing large-scale datasets with speed and efficiency. Integration with Big Data Ecosystem: Spark integrates seamlessly with other big data technologies and frameworks such as Hadoop, HDFS, Hive, Kafka, and more, allowing users to leverage existing infrastructure and data sources.
Features of Apache Spark:
- Spark utilizes in-memory processing for caching and optimizing data processing tasks, resulting in faster query execution and reduced latency.
- Spark distributes data processing tasks across a cluster of nodes, enabling parallel computation and scalability for handling massive datasets.
- Spark offers a unified analytics engine that supports various workloads, including batch processing, real-time stream processing, machine learning, and graph processing.
- Spark provides rich APIs and libraries for programming in multiple languages such as Scala, Java, Python, and R, making it accessible and easy to use for developers with different skill sets.