June 2017
Beginner to intermediate
470 pages
19h 50m
English
book
Software Architecture for Big Data and the Cloud
by Ivan Mistrik, Rami Bahsoon, Nour Ali, Maritta Heisel, Bruce Maxim
Content preview from Software Architecture for Big Data and the Cloud
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Chapter 2
Hyperscalability – The Changing Face of Software Architecture
Ian Gorton Northeastern University, United States
Abstract
The scale of contemporary Internet-based systems, along with their rate of growth, is daunting. Data repositories are growing at phenomenal rates, and new data centers hosting tens of thousands of machines are being built all over the world to store, process, and analyze this data. Societal change driven by these systems has been immense in the last decade, and the rate of innovation is only set to grow. We have truly entered the era of big data. This chapter is about engineering systems at hyperscale – these must rapidly grow throughput while constraining costs and resources. It describes the characteristics ...
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