Towards advanced distributed data processing: framework, optimization, and application
Kaiqi Liu
Abstract:The surge in available big data has drawn significant interest in distributed processing methods capable of handling the ever-expanding data volume and increasing computational complexities efficiently and at scale. While existing distributed data processing frameworks, such as Apache Spark, have proven effective in various applications, there is still considerable room for improvement and exploration in this field. This thesis focuses on three key aspects of advancing distributed data processing using Apache … Show more
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