Download Pro Spark Streaming PDF

TitlePro Spark Streaming
Sub TitleThe Zen of Real-Time Analytics Using Apache Spark
AuthorZubair Nabi
CategoryComputer & Programming
TagsData Mining Processing
File Size13.4 MB
Total Download135

Learn the right cutting-edge skills and knowledge to leverage Spark Streaming to implement a wide array of real-time, streaming applications. Pro Spark Streaming walks you through end-to-end real-time application development using real-world applications, data, and code. Taking an application-first approach, each chapter introduces use cases from a specific industry and uses publicly available datasets from that domain to unravel the intricacies of production-grade design and implementation. The domains covered in the book include social media, the sharing economy, finance, online advertising, telecommunication, and IoT. In the last few years, Spark has become synonymous with big data processing. DStreams enhance the underlying Spark processing engine to support streaming analysis with a novel micro-batch processing model. Pro Spark Streaming by Zubair Nabi will enable you to become a specialist of latency sensitive applications by leveraging the key features of DStreams, micro-batch processing, and functional programming. To this end, the book includes ready-to-deploy examples and actual code. Pro Spark Streaming will act as the bible of Spark Streaming. Ingestion of data from disparate sources including MQTT, Flume, Kafka, Twitter, and a custom HTTP receiver Real-time and scalable ETL using data frames, SparkSQL, Hive, and SparkR

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