Cloud Computing for Big data Analysis

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Cloud Computing for Big data Analysis
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Corso
In aula
20 ore
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Descrizione

We will discuss the characteristics and benefits of Clouds, introduce the MapReduce framework based on Hadoop, discuss how to design efficient MapReduce algorithms and present the state-of-the-art in MapReduce algorithms. Furthermore, we will cover the basics and some advanced methods of data analysis in the cloud. In particular, we will present the three fundamental analysis techniques: association rules, clustering, and supervised learning, with a cloud-computing related twist. The main part of the course are the following: 1. Introduction: Distributed computing for Big Data problems, Data Management. 2. Concepts and techniques for Cloud computing: Cloud characteristics, Cloud benefits (elasticity, pay-as-you-go, scale economies), Cloud service models (IaaS, PaaS, SaaS). 3. Programming solutions for Big Data problems: MapReduce programming model and patterns (Hadoop programming), PIG, Streaming Data Analysis in the Cloud. 4. Big Data Analysis Technique: Basic Techniques for Mining Big Data (Association Rules, Clustering, Supervised Learning). Prerequisites A basic knowledge of Computer Architectures, Algorithm design, object oriented programming, Principles of Concurrent and Distributed Programming

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Cloud Computing for Big data Analysis
Scuola IMT - Istituzioni, Mercati, Tecnologie, Alti Studi
Campus e sedi: Scuola IMT - Istituzioni, Mercati, Tecnologie, Alti Studi
Scuola IMT - Istituzioni, Mercati, Tecnologie, Alti Studi
Piazza S. Ponziano, 6 55100 Lucca
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