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What is Data Lakes

Developing and Monitoring Smart Environments for Intelligent Cities
Data lakes are massive repositories for original, raw and unstructured data which is collected from various sources across a smart city. The data from data lakes can be cleansed and transformed for further analytics and modeling.
Published in Chapter:
Building Intelligent Cities: Concepts, Principles, and Technologies
Vijayaraghavan Varadharajan (Infosys Ltd, Bangalore, India) and Akanksha Rajendra Singh (Infosys Ltd, Bangalore, India)
DOI: 10.4018/978-1-7998-5062-5.ch001
Abstract
A city may be regarded as an intelligent city when its services to citizens are connected and it is able to obtain data from every aspect of its technology infrastructure to leverage it in real time for resource allocation, monitoring, management, and decision making. Cities around the globe are ambitiously leveraging the latest technologies to transform their infrastructures to better provision and manage the e-services. Although they are setting goals for focusing on the appropriate financing, long-term planning, developing technology stack, and advancing data management, governments need to further encompass all relevant guidelines towards right technology frameworks before commencing their intelligent city projects. This chapter provides a comprehensive introduction to intelligent cities, also known as smart cities, and the associated requirements. It also articulates the evolution of a typical city to a truly integrated, responsive, open, and connected intelligent city and the required underlying technologies.
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