[Pagsusuri] Apache Spark in 24 Hours, Sams Teach Yourself (Jeffrey Aven) Nabuod.

Apache Spark in 24 Hours, Sams Teach Yourself (Jeffrey Aven)

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Ang Apache Spark in 24 Hours, Sams Teach Yourself ni Jeffrey Aven ay isang praktikal na gabay sa Apache Spark, isang distributed computing framework para sa pagproseso at pagsusuri ng malalaking datos. Nakaayos ito bilang dalawampu’t apat na aralin, kaya malinaw ang progresyon mula sa pundasyon ng big data at Hadoop, hanggang sa pagbuo, pagpapatakbo, pagmamanman, pag-secure, at pag-optimize ng Spark applications. Hindi ito aklat na nakatuon lang sa syntax. Ipinapaliwanag nito kung bakit mahalaga ang cluster architecture, paano naghahati ng trabaho ang Spark, at paano naaapektuhan ng disenyo ng application ang bilis at paggamit ng resources. Sinasaklaw din nito ang paggamit ng Scala at functional Python, RDDs, Spark SQL, Cassandra, cloud deployment, streaming, at machine learning. Ang pangunahing layunin ng aklat ay bigyan ang mambabasa ng organisadong landas tungo sa paggamit ng Spark sa aktuwal na data engineering at analytics work. Dahil step by step ang ayos, angkop ito bilang panimulang technical manual, lalo na para sa taong kailangang iugnay ang konsepto ng distributed systems sa konkretong Spark workflow.