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(Windays 13) Microsoft Big Data Platform

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Information about (Windays 13) Microsoft Big Data Platform
Technology

Published on March 10, 2014

Author: luxlucis

Source: slideshare.net

Description

Microsoft Big Data Platform
Big Data
Cloud
Azure
Hadoop
HDInsight
Mahout
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MICROSOFT HRVATSKA

Sadržaj • Uvod u Big Data • Pregled Microsoft platforme • Hadoop • Demo

Što je Big Data? Podaci koji su vam bitni, ali ih tradicionalnim alatima ne možete procesirati. VOLUME (Količina) VARIETY (Struktura) VELOCITY (Brzina)

Izvori podataka

Što je Big Data? Kako mogu poboljšati poslovanje ovisno o vremenskim prilikama ili tračevima s društvenih mreža, …? Što se govori o mojem proizvodu na društvenim mrežama? Kako da bolje uočim trendove i reagiram na njih?

Big Data algoritmi c

Microsoft Big Data platforma Self-service BI alati

Microsoft Big Data platforma Volume Velocity pull push bigsmall fk/pk k/v SQL Server PDW HDInsight StreamInsight

Što je Hadoop? Platforma za procesiranje velike količine podataka. Apache, open source. Baziran na Google GFS i MapReduce algoritmu. Visoko skalabilan i distribuiran. Jeftini hardver. 2013 Yahoo! Enterprise Hadoop Apache projekt 2004 2008 2010 20122006

MapReduce (i)

MapReduce (ii)

Primjer za Map Reduce

HDInsight Programiranje u .NET-u Security, HA & management Podrška za virtualizaciju Integracija s Microsoft BI alatima Isto iskustvo za on-premise i cloud

Tehnologija oko HDInsight-a

Mahout Biblioteka skalabilnih algoritama za strojno učenje baziranih na MapReduceu. Vrti se na Hadoop infrastrukturi. Scenariji korištenja: • Recommendation mining • Clustering • Classification

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