BIGdataecosystem

Mariusz Gil

/ ABOUT ME /

BIG DATAThis talk is about

BIG DATA?What is...

VOLUMElarge amounts of data

VELOCITYneeds to be analyzed quickly

VARIETYdifferent types of structured and unstructured data

Big Data is data that is too large, complex and dynamics for any conventional data tools to capture, store, manage and analyze.

30 billion pieces of content we added past month

more than 2 billion videos were watched yesterday

more than 58 millions messages were send yesterday

/ MAIN QUESTIONS /

WHY?

IMPROVED RISKMANAGEMENT

49% IMPROVEDMANAGEMENT

CONTROL

36%IT ANALYSIS40%

MARKET-ORIENTEDPRODUCT DEVELOPMENT

43%

INCREASEDSALES FIGURES

32%

FINANCES ANDECONOMICS

27%

690 nodes Hadoop cluster for predictions and analytics

HOW?

HDFSHADOOP DISTRIBUTED FILE SYSTEM

YARN / MapReduce v2DISTRIBUTED PROCESSING FRAMEWORK HB

ASE

COLU

MNAR

STOR

AGE

HIVE

SQL D

ATA W

AREH

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ENGIN

E

AVRO

DATA

SERIA

LIZAT

ION

MAHO

UTSC

ALAB

LE M

ACHI

NE LE

ARNI

NG

PIG SCRIP

TING F

OR LA

RGE D

ATA SE

TS

OOZIE

WORK

FLOWS

ORCH

ESTR

ATION

ZOOK

EEPE

RDIS

TRIBU

TED C

OORD

INAT

ION SE

RVICE

FLUME

LOG C

OLLE

CTOR

SQOO

PDA

TA EX

CHAN

GE

AMBARIPROVISIONING, MANAGING AND MONITORING CLUSTERS

WHIRRRUNNING CLOUD SERVICES

VENDORSWe can choose from multiple

like Cloudera, HortonWorks or Amazon

Even from...

FASTER?Can we get results

Apache DrillStorm

Cloudera Impala

thanks