Tepat dalam Memproses dan Menganalisis Big Data dengan Amazon EMR

Posted by Admin

April 11, 2022

Seiring dengan bertambahnya data yang semakin pesat, bisnis dituntut untuk memiliki solusi ataupun platform Big Data yang dapat mengolah, memproses, dan menganalisis data tersebut secara efisien dan tepat. Dengan demikian, bisnis bisa mendapatkan insight untuk mengambil keputusan bisnis yang benar. Bagi pengguna AWS, Anda bisa menggunakan Amazon EMR untuk memenuhi kebutuhan tersebut.

Amazon EMR menggunakan framework Hadoop yang dijalankan di Amazon Elastic Compute Cloud (Amazon EC2) dan Amazon Simple Storage Service (Amazon S3) serta memanfaatkan berbagai tool open source, seperti Apache Spark, Apache Hive dan Presto untuk memproses data. Maka dari itu, tak heran apabila salah satu kemampuannya adalah menganalisis data clickstream dari Amazon S3 menggunakan Apache Spark dan Apache Hive untuk mensegmentasi user, mengerti preferensi mereka dan memberikan iklan yang lebih efektif. Tak hanya itu, Amazon EMR juga bisa membuat algoritme machine learning maupun mengubah data (ETL).

Amazon EMR memungkinkan Anda untuk fokus ke analisis data tanpa memikirkan provisioning, konfigurasi, ataupun tuning dari setiap instances. Ditambah lagi biaya yang diperlukan untuk membangun cluster juga cukup terjangkau, Anda hanya perlu mengeluarkan biaya sebesar $0,15/jam untuk membangun 10 nodes cluster EMR. Selain itu, EMR bersifat elastik yang berarti fungsi compute dan storage pada EMR berjalan secara independen. Dengan demikian, Anda bisa menambahkan storage maupun computing secara terpisah sesuai dengan kebutuhan.

Dengan Amazon EMR, Anda tak hanya mampu menskala compute dan storage secara independen sesuai kebutuhan, tetapi juga dapat membangun dan menskala clusters dengan mudah, serta mematikannya saat hari libur maupun akhir pekan. Hal ini tentunya menurunkan biaya bisnis. Amazon EMR juga memastikan keamanan data dengan adanya fitur virtual private cloud (VPC) dan enkripsi.

Semua keunggulan dan fitur Amazon EMR bisa Anda dapatkan melalui Central Data Technology (CDT). Sebagai salah satu IT expert di Indonesia, CDT berkomitmen untuk memberikan solusi IT yang komprehensif, termasuk solusi Big Data. Tim IT kami yang berpengalaman siap membantu Anda memanfaatkan EMR dengan tepat agar Big Data yang dimiliki bisa diproses dan dianalisis secara efisien dan terjangkau.

Baca juga: CDT Didaulat sebagai AWS Partner of The Year Indonesia 2022

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