(ATD 9) Microsoft Big Data Platform

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Information about (ATD 9) Microsoft Big Data Platform
Technology

Published on March 10, 2014

Author: luxlucis

Source: slideshare.net

Description

Micorosft Big Data Platform
Cloud
Azure
Hadoop
HDInsight
Hive
Pig
Mahout

Big Data: I Microsoft ima slona za utrku Luka Lovošević, Antonio Faletar Microsoft Hrvatska

Sadržaj Uvodu Big Data Pregled MS platforme Hadoop Demo

Što je Big Data?

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

Izvori podataka

Big Data algoritmi c

Microsoft Big Data platforma

Microsoft Big Data platforma Self-service BI alati

Malo više o Hadoopu

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

Hadoop arhitektura

MapReduce

MapReduce

Primjer za MapReduce

Alati za uspješno Hadoopiranje

Pig Procesiranje i oblikovanje podataka ETL tool MapReduce

Hive Strukturiranje podataka SQL sintaksa ODBC, Excel … MapReduce

Mahout Biblioteka gotovih algoritama Strojno učenje (npr. clustering, recommendation, …) MapReduce

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

Demo Windows Azure HDInsight

Hadoop 2.0 HortonWorks Stinger inicijativa Tez (interactive) vs. batch Streaming (Storm project), itd.

Zaključak Big data trend Hadoop de facto standard Windows Azure HDInsight Open source

Pitanja?

Hvala!

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