Big Data Now: 2016 Edition by O'Reilly Media Inc
Author:O'Reilly Media, Inc.
Language: eng
Format: mobi, epub
Publisher: O'Reilly Media, Inc.
Published: 2017-02-03T05:00:00+00:00
Chapter 4. Cloud Infrastructure
In this chapter, Rich Morrow outlines the differentiators between the major cloud service providers — Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP) — as a guide for choosing where to launch a managed or unmanaged Hadoop cluster. Then Michael Li and Ariel M’ndange-Pfupfu compare AWS and GCP in terms of cost, performance, and runtime of a typical Spark workload. Finally, Arti Garg and Parviz Deyhim explore how tools like AWS Auto Scaling enable customers to automatically provision resources to meet real-time demand (i.e., scale up or scale down), leading to significant cost savings.
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