Qsoft Inc

Size: px
Start display at page:

Download "Qsoft Inc www.qsoft-inc.com"

Transcription

1 Big Data & Hadoop Qsoft Inc

2 Course Topics Week 1: Introduction to Big Data, Hadoop Architecture and HDFS Week 2: Setting up Hadoop Cluster Week 3: MapReduce Part 1 Week 4: MapReduce Part 2 Week 5: Apache PIG Week 6: Apache Hive and HiveQL

3 Course Topics Week 7: Apache Flume, Apache Sqoop, Apache Oozie Week 8: NoSQL Databases, MongoDB and Apache Cassandra Week 9: Apache HBase Week 10: Apache Zookeeper Week 11: Hadoop 2.0, YARN, MRv2 Week 12: Project and Certification

4 Week 1: Introduction to Big Data, Hadoop Architecture and HDFS What is Big Data and why it is important now Main vendors - Cloudera & Hortonworks Limitations of traditional large scale systems architecture How Hadoop is solving the overcoming of traditional large scale system architecture History of Hadoop Core components of Hadoop Hadoop Master-Slave Architecture NameNode, DataNode, Secondary Node JobTracker, TaskTracker HDFS Architecture Anatomy of Read and Write data on HDFS

5 Week 2: Setting up Hadoop Cluster MapReduce Framework Architecture Hadoop deployment Modes - Standalone, Single node, Multinode Configuration files in a Hadoop Cluster Web URL's for Hadoop Run HDFS and Linux commands Installation of Hadoop VM installation steps for Windows Manual for Multinode Hadoop Cluster installation on AWS

6 Week 3: MapReduce Part 1 MapReduce Process Anatomy of MapReduce Program MapReduce Flow Concept of Mappers, Reducers, Combiners Splits and Blocks Writing MapReduce Mappers, Reducers and combiners in Java using Eclipse

7 Week 4: MapReduce Part 2 Different Input Output Formats Hadoop Data Types Using writable interface and writable comparable Interface Custom Input Format Sequence Files JUnit and MRUnit Testing Frameworks, Writing and running unit test

8 Week 5: Apache PIG Introduction to PIG Why PIG not MapReduce Pig Components Pig Execution Modes Pig Shell - Grunt Pig Latin, Writing PIG Latin scripts Pig Data Types Pig Operators- Arithmetic, Relational Storage Types Diagnosing Pig commands UDF and External Scripts

9 Week 6: Apache Hive and HiveQL Introduction to Hive History of Hive and Facebook Pig Vs Hive Hive architecture, MetaStore Hive Data Types Hive DDL Hive DML commands HiveQL - Importing data, sorting and aggregating Writing join queries and inserting data back into Hive UDF and UDAF Choosing between PIG, Hive and MapReduce

10 Week 7: Apache Flume, Apache Sqoop, Apache Oozie Overview of Flume Flume Architecture Using Flume to load data into HDFS and Hive Overview of Sqoop Using Sqoop to import data from RDBMS into HDFS and Hive Using Sqoop to export data from HDFS into RDMBS Sqoop connectors Introduction to Oozie Oozie workflow jobs Oozie coordinator jobs Using HUE UI for Oozie Using CLI to run and track workflows

11 Week 8: NoSQL Databases, MongoDB and Apache Cassandra Introduction to NoSQL database Types of NoSQL databases and their features Brewers CAP Theorem Advantage of NoSQL vs. traditional RDBMS Introduction to MongoDB MongoDB Architecture MongoDB documents and CRUD Operations Introduction to Apache Cassandra Overview of Cassandra - data model, reading/writing data, CQL MongoDB vs. Cassandra

12 Week 9: Apache HBase Introduction to HBase HBase Architecture - read and write paths HBase vs. RDBMS Installing and Configuration Schema design in HBase - column families, hotspotting Accessing data with HBase Shell Accessing data with HBase API SCAN and Advanced API

13 Week 10: Apache Zookeeper Overview of Zookeeper Uses of Zookeeper Zookeeper Service Zookeeper Data Model Using Zookeeper with HBase Building applications with Zookeeper

14 Week 11: Hadoop 2.0, YARN, MRv2 Features in Hadoop 2.0 NameNode High Availability Federation and Namespaces Schedulers Introduction to YARN YARN architecture Upgrading MRv1 to MRv2 Developing application using MapReduce version 2

15 Week 12: Project and Certification Openly available large datasets Use Flume, Sqoop to load data into HDFS, use Hive, Pig, HBase to perform analysis of data Use Oozie to schedule and chain your Hadoop jobs Become a Certified Big Data Professional Cloudera Certified Professional: Data Scientist (CCP:DS) Cloudera Certified Developer for Apache Hadoop (CCDH) Cloudera Certified Administrator for Apache Hadoop (CCAH) Cloudera Certified Specialist in Apache HBase (CCSHB)

16 Thank You Qsoft Inc

Big Data Course Highlights

Big Data Course Highlights Big Data Course Highlights The Big Data course will start with the basics of Linux which are required to get started with Big Data and then slowly progress from some of the basics of Hadoop/Big Data (like

More information

Complete Java Classes Hadoop Syllabus Contact No: 8888022204

Complete Java Classes Hadoop Syllabus Contact No: 8888022204 1) Introduction to BigData & Hadoop What is Big Data? Why all industries are talking about Big Data? What are the issues in Big Data? Storage What are the challenges for storing big data? Processing What

More information

Introduction to Big data. Why Big data? Case Studies. Introduction to Hadoop. Understanding Features of Hadoop. Hadoop Architecture.

Introduction to Big data. Why Big data? Case Studies. Introduction to Hadoop. Understanding Features of Hadoop. Hadoop Architecture. Big Data Hadoop Administration and Developer Course This course is designed to understand and implement the concepts of Big data and Hadoop. This will cover right from setting up Hadoop environment in

More information

HADOOP ADMINISTATION AND DEVELOPMENT TRAINING CURRICULUM

HADOOP ADMINISTATION AND DEVELOPMENT TRAINING CURRICULUM HADOOP ADMINISTATION AND DEVELOPMENT TRAINING CURRICULUM 1. Introduction 1.1 Big Data Introduction What is Big Data Data Analytics Bigdata Challenges Technologies supported by big data 1.2 Hadoop Introduction

More information

Peers Techno log ies Pv t. L td. HADOOP

Peers Techno log ies Pv t. L td. HADOOP Page 1 Peers Techno log ies Pv t. L td. Course Brochure Overview Hadoop is a Open Source from Apache, which provides reliable storage and faster process by using the Hadoop distibution file system and

More information

BIG DATA HADOOP TRAINING

BIG DATA HADOOP TRAINING BIG DATA HADOOP TRAINING DURATION 40hrs AVAILABLE BATCHES WEEKDAYS (7.00AM TO 8.30AM) & WEEKENDS (10AM TO 1PM) MODE OF TRAINING AVAILABLE ONLINE INSTRUCTOR LED CLASSROOM TRAINING (MARATHAHALLI, BANGALORE)

More information

ITG Software Engineering

ITG Software Engineering Introduction to Apache Hadoop Course ID: Page 1 Last Updated 12/15/2014 Introduction to Apache Hadoop Course Overview: This 5 day course introduces the student to the Hadoop architecture, file system,

More information

Programming Hadoop 5-day, instructor-led BD-106. MapReduce Overview. Hadoop Overview

Programming Hadoop 5-day, instructor-led BD-106. MapReduce Overview. Hadoop Overview Programming Hadoop 5-day, instructor-led BD-106 MapReduce Overview The Client Server Processing Pattern Distributed Computing Challenges MapReduce Defined Google's MapReduce The Map Phase of MapReduce

More information

Workshop on Hadoop with Big Data

Workshop on Hadoop with Big Data Workshop on Hadoop with Big Data Hadoop? Apache Hadoop is an open source framework for distributed storage and processing of large sets of data on commodity hardware. Hadoop enables businesses to quickly

More information

COURSE CONTENT Big Data and Hadoop Training

COURSE CONTENT Big Data and Hadoop Training COURSE CONTENT Big Data and Hadoop Training 1. Meet Hadoop Data! Data Storage and Analysis Comparison with Other Systems RDBMS Grid Computing Volunteer Computing A Brief History of Hadoop Apache Hadoop

More information

Hadoop Job Oriented Training Agenda

Hadoop Job Oriented Training Agenda 1 Hadoop Job Oriented Training Agenda Kapil CK hdpguru@gmail.com Module 1 M o d u l e 1 Understanding Hadoop This module covers an overview of big data, Hadoop, and the Hortonworks Data Platform. 1.1 Module

More information

Certified Big Data and Apache Hadoop Developer VS-1221

Certified Big Data and Apache Hadoop Developer VS-1221 Certified Big Data and Apache Hadoop Developer VS-1221 Certified Big Data and Apache Hadoop Developer Certification Code VS-1221 Vskills certification for Big Data and Apache Hadoop Developer Certification

More information

Infomatics. Big-Data and Hadoop Developer Training with Oracle WDP

Infomatics. Big-Data and Hadoop Developer Training with Oracle WDP Big-Data and Hadoop Developer Training with Oracle WDP What is this course about? Big Data is a collection of large and complex data sets that cannot be processed using regular database management tools

More information

ITG Software Engineering

ITG Software Engineering Introduction to Cloudera Course ID: Page 1 Last Updated 12/15/2014 Introduction to Cloudera Course : This 5 day course introduces the student to the Hadoop architecture, file system, and the Hadoop Ecosystem.

More information

BIG DATA & HADOOP DEVELOPER TRAINING & CERTIFICATION

BIG DATA & HADOOP DEVELOPER TRAINING & CERTIFICATION FACT SHEET BIG DATA & HADOOP DEVELOPER TRAINING & CERTIFICATION BIGDATA & HADOOP CLASS ROOM SESSION GreyCampus provides Classroom sessions for Big Data & Hadoop Developer Certification. This course will

More information

Big Data and Hadoop. Module 1: Introduction to Big Data and Hadoop. Module 2: Hadoop Distributed File System. Module 3: MapReduce

Big Data and Hadoop. Module 1: Introduction to Big Data and Hadoop. Module 2: Hadoop Distributed File System. Module 3: MapReduce Big Data and Hadoop Module 1: Introduction to Big Data and Hadoop Learn about Big Data and the shortcomings of the prevailing solutions for Big Data issues. You will also get to know, how Hadoop eradicates

More information

Hadoop: The Definitive Guide

Hadoop: The Definitive Guide FOURTH EDITION Hadoop: The Definitive Guide Tom White Beijing Cambridge Famham Koln Sebastopol Tokyo O'REILLY Table of Contents Foreword Preface xvii xix Part I. Hadoop Fundamentals 1. Meet Hadoop 3 Data!

More information

Introduction to Big Data Training

Introduction to Big Data Training Introduction to Big Data Training The quickest way to be introduce with NOSQL/BIG DATA offerings Learn and experience Big Data Solutions including Hadoop HDFS, Map Reduce, NoSQL DBs: Document Based DB

More information

Implement Hadoop jobs to extract business value from large and varied data sets

Implement Hadoop jobs to extract business value from large and varied data sets Hadoop Development for Big Data Solutions: Hands-On You Will Learn How To: Implement Hadoop jobs to extract business value from large and varied data sets Write, customize and deploy MapReduce jobs to

More information

Hadoop Ecosystem Overview. CMSC 491 Hadoop-Based Distributed Computing Spring 2015 Adam Shook

Hadoop Ecosystem Overview. CMSC 491 Hadoop-Based Distributed Computing Spring 2015 Adam Shook Hadoop Ecosystem Overview CMSC 491 Hadoop-Based Distributed Computing Spring 2015 Adam Shook Agenda Introduce Hadoop projects to prepare you for your group work Intimate detail will be provided in future

More information

Hadoop Ecosystem B Y R A H I M A.

Hadoop Ecosystem B Y R A H I M A. Hadoop Ecosystem B Y R A H I M A. History of Hadoop Hadoop was created by Doug Cutting, the creator of Apache Lucene, the widely used text search library. Hadoop has its origins in Apache Nutch, an open

More information

BIG DATA SERIES: HADOOP DEVELOPER TRAINING PROGRAM. An Overview

BIG DATA SERIES: HADOOP DEVELOPER TRAINING PROGRAM. An Overview BIG DATA SERIES: HADOOP DEVELOPER TRAINING PROGRAM An Overview Contents Contents... 1 BIG DATA SERIES: HADOOP DEVELOPER TRAINING PROGRAM... 1 Program Overview... 4 Curriculum... 5 Module 1: Big Data: Hadoop

More information

Pro Apache Hadoop. Second Edition. Sameer Wadkar. Madhu Siddalingaiah

Pro Apache Hadoop. Second Edition. Sameer Wadkar. Madhu Siddalingaiah Pro Apache Hadoop Second Edition Sameer Wadkar Madhu Siddalingaiah Contents J About the Authors About the Technical Reviewer Acknowledgments Introduction xix xxi xxiii xxv Chapter 1: Motivation for Big

More information

Introduction to Hadoop. New York Oracle User Group Vikas Sawhney

Introduction to Hadoop. New York Oracle User Group Vikas Sawhney Introduction to Hadoop New York Oracle User Group Vikas Sawhney GENERAL AGENDA Driving Factors behind BIG-DATA NOSQL Database 2014 Database Landscape Hadoop Architecture Map/Reduce Hadoop Eco-system Hadoop

More information

Deploying Hadoop with Manager

Deploying Hadoop with Manager Deploying Hadoop with Manager SUSE Big Data Made Easier Peter Linnell / Sales Engineer plinnell@suse.com Alejandro Bonilla / Sales Engineer abonilla@suse.com 2 Hadoop Core Components 3 Typical Hadoop Distribution

More information

BIG DATA - HADOOP PROFESSIONAL amron

BIG DATA - HADOOP PROFESSIONAL amron 0 Training Details Course Duration: 30-35 hours training + assignments + actual project based case studies Training Materials: All attendees will receive: Assignment after each module, video recording

More information

Getting Started with Hadoop. Raanan Dagan Paul Tibaldi

Getting Started with Hadoop. Raanan Dagan Paul Tibaldi Getting Started with Hadoop Raanan Dagan Paul Tibaldi What is Apache Hadoop? Hadoop is a platform for data storage and processing that is Scalable Fault tolerant Open source CORE HADOOP COMPONENTS Hadoop

More information

INTRODUCTION TO APACHE HADOOP MATTHIAS BRÄGER CERN GS-ASE

INTRODUCTION TO APACHE HADOOP MATTHIAS BRÄGER CERN GS-ASE INTRODUCTION TO APACHE HADOOP MATTHIAS BRÄGER CERN GS-ASE AGENDA Introduction to Big Data Introduction to Hadoop HDFS file system Map/Reduce framework Hadoop utilities Summary BIG DATA FACTS In what timeframe

More information

Hadoop Introduction. Olivier Renault Solution Engineer - Hortonworks

Hadoop Introduction. Olivier Renault Solution Engineer - Hortonworks Hadoop Introduction Olivier Renault Solution Engineer - Hortonworks Hortonworks A Brief History of Apache Hadoop Apache Project Established Yahoo! begins to Operate at scale Hortonworks Data Platform 2013

More information

Data Analyst Program- 0 to 100

Data Analyst Program- 0 to 100 Development Data Analyst Program- 0 to 100 Master the Data Analysis tools like Pig and hive Data Science Build a recommendation engine 1 Data Analyst Program- 0 to 100 HADOOP SCHOOL OF TRAINING Basics

More information

HADOOP. Revised 10/19/2015

HADOOP. Revised 10/19/2015 HADOOP Revised 10/19/2015 This Page Intentionally Left Blank Table of Contents Hortonworks HDP Developer: Java... 1 Hortonworks HDP Developer: Apache Pig and Hive... 2 Hortonworks HDP Developer: Windows...

More information

MySQL and Hadoop. Percona Live 2014 Chris Schneider

MySQL and Hadoop. Percona Live 2014 Chris Schneider MySQL and Hadoop Percona Live 2014 Chris Schneider About Me Chris Schneider, Database Architect @ Groupon Spent the last 10 years building MySQL architecture for multiple companies Worked with Hadoop for

More information

HADOOP BIG DATA DEVELOPER TRAINING AGENDA

HADOOP BIG DATA DEVELOPER TRAINING AGENDA HADOOP BIG DATA DEVELOPER TRAINING AGENDA About the Course This course is the most advanced course available to Software professionals This has been suitably designed to help Big Data Developers and experts

More information

Lecture 32 Big Data. 1. Big Data problem 2. Why the excitement about big data 3. What is MapReduce 4. What is Hadoop 5. Get started with Hadoop

Lecture 32 Big Data. 1. Big Data problem 2. Why the excitement about big data 3. What is MapReduce 4. What is Hadoop 5. Get started with Hadoop Lecture 32 Big Data 1. Big Data problem 2. Why the excitement about big data 3. What is MapReduce 4. What is Hadoop 5. Get started with Hadoop 1 2 Big Data Problems Data explosion Data from users on social

More information

International Journal of Advancements in Research & Technology, Volume 3, Issue 2, February-2014 10 ISSN 2278-7763

International Journal of Advancements in Research & Technology, Volume 3, Issue 2, February-2014 10 ISSN 2278-7763 International Journal of Advancements in Research & Technology, Volume 3, Issue 2, February-2014 10 A Discussion on Testing Hadoop Applications Sevuga Perumal Chidambaram ABSTRACT The purpose of analysing

More information

Spring,2015. Apache Hive BY NATIA MAMAIASHVILI, LASHA AMASHUKELI & ALEKO CHAKHVASHVILI SUPERVAIZOR: PROF. NODAR MOMTSELIDZE

Spring,2015. Apache Hive BY NATIA MAMAIASHVILI, LASHA AMASHUKELI & ALEKO CHAKHVASHVILI SUPERVAIZOR: PROF. NODAR MOMTSELIDZE Spring,2015 Apache Hive BY NATIA MAMAIASHVILI, LASHA AMASHUKELI & ALEKO CHAKHVASHVILI SUPERVAIZOR: PROF. NODAR MOMTSELIDZE Contents: Briefly About Big Data Management What is hive? Hive Architecture Working

More information

Hadoop IST 734 SS CHUNG

Hadoop IST 734 SS CHUNG Hadoop IST 734 SS CHUNG Introduction What is Big Data?? Bulk Amount Unstructured Lots of Applications which need to handle huge amount of data (in terms of 500+ TB per day) If a regular machine need to

More information

Cloudera Certified Developer for Apache Hadoop

Cloudera Certified Developer for Apache Hadoop Cloudera CCD-333 Cloudera Certified Developer for Apache Hadoop Version: 5.6 QUESTION NO: 1 Cloudera CCD-333 Exam What is a SequenceFile? A. A SequenceFile contains a binary encoding of an arbitrary number

More information

t] open source Hadoop Beginner's Guide ij$ data avalanche Garry Turkington Learn how to crunch big data to extract meaning from

t] open source Hadoop Beginner's Guide ij$ data avalanche Garry Turkington Learn how to crunch big data to extract meaning from Hadoop Beginner's Guide Learn how to crunch big data to extract meaning from data avalanche Garry Turkington [ PUBLISHING t] open source I I community experience distilled ftu\ ij$ BIRMINGHAMMUMBAI ')

More information

Big Data Training - Hackveda

Big Data Training - Hackveda Big Data Training - Hackveda Become a Hackveda Certified Big Data Professional - (Beginner) Skill level: Beginner Training fee: INR 9000 only (Topics covered: 108) Chief Trainer: Mr. Devanshu Shukla Training

More information

Hadoop: A Framework for Data- Intensive Distributed Computing. CS561-Spring 2012 WPI, Mohamed Y. Eltabakh

Hadoop: A Framework for Data- Intensive Distributed Computing. CS561-Spring 2012 WPI, Mohamed Y. Eltabakh 1 Hadoop: A Framework for Data- Intensive Distributed Computing CS561-Spring 2012 WPI, Mohamed Y. Eltabakh 2 What is Hadoop? Hadoop is a software framework for distributed processing of large datasets

More information

Big Data Too Big To Ignore

Big Data Too Big To Ignore Big Data Too Big To Ignore Geert! Big Data Consultant and Manager! Currently finishing a 3 rd Big Data project! IBM & Cloudera Certified! IBM & Microsoft Big Data Partner 2 Agenda! Defining Big Data! Introduction

More information

PASS4TEST. IT Certification Guaranteed, The Easy Way! We offer free update service for one year

PASS4TEST. IT Certification Guaranteed, The Easy Way!  We offer free update service for one year PASS4TEST IT Certification Guaranteed, The Easy Way! \ http://www.pass4test.com We offer free update service for one year Exam : CCD-410 Title : Cloudera Certified Developer for Apache Hadoop (CCDH) Vendor

More information

Session: Big Data get familiar with Hadoop to use your unstructured data Udo Brede Dell Software. 22 nd October 2013 10:00 Sesión B - DB2 LUW

Session: Big Data get familiar with Hadoop to use your unstructured data Udo Brede Dell Software. 22 nd October 2013 10:00 Sesión B - DB2 LUW Session: Big Data get familiar with Hadoop to use your unstructured data Udo Brede Dell Software 22 nd October 2013 10:00 Sesión B - DB2 LUW 1 Agenda Big Data The Technical Challenges Architecture of Hadoop

More information

Introduction to Hadoop HDFS and Ecosystems. Slides credits: Cloudera Academic Partners Program & Prof. De Liu, MSBA 6330 Harvesting Big Data

Introduction to Hadoop HDFS and Ecosystems. Slides credits: Cloudera Academic Partners Program & Prof. De Liu, MSBA 6330 Harvesting Big Data Introduction to Hadoop HDFS and Ecosystems ANSHUL MITTAL Slides credits: Cloudera Academic Partners Program & Prof. De Liu, MSBA 6330 Harvesting Big Data Topics The goal of this presentation is to give

More information

Data processing goes big

Data processing goes big Test report: Integration Big Data Edition Data processing goes big Dr. Götz Güttich Integration is a powerful set of tools to access, transform, move and synchronize data. With more than 450 connectors,

More information

Hadoop: The Definitive Guide

Hadoop: The Definitive Guide Hadoop: The Definitive Guide Tom White foreword by Doug Cutting O'REILLY~ Beijing Cambridge Farnham Köln Sebastopol Taipei Tokyo Table of Contents Foreword Preface xiii xv 1. Meet Hadoop 1 Da~! 1 Data

More information

Mr. Apichon Witayangkurn apichon@iis.u-tokyo.ac.jp Department of Civil Engineering The University of Tokyo

Mr. Apichon Witayangkurn apichon@iis.u-tokyo.ac.jp Department of Civil Engineering The University of Tokyo Sensor Network Messaging Service Hive/Hadoop Mr. Apichon Witayangkurn apichon@iis.u-tokyo.ac.jp Department of Civil Engineering The University of Tokyo Contents 1 Introduction 2 What & Why Sensor Network

More information

Hadoop Development & BI- 0 to 100

Hadoop Development & BI- 0 to 100 Development Master the Data Analysis tools like Pig and hive Data Science Hadoop Development & BI- 0 to 100 Build a recommendation engine Hadoop Development - 0 to 100 HADOOP SCHOOL OF TRAINING Basics

More information

Cloudera Administrator Training for Apache Hadoop

Cloudera Administrator Training for Apache Hadoop Cloudera Administrator Training for Apache Hadoop Duration: 4 Days Course Code: GK3901 Overview: In this hands-on course, you will be introduced to the basics of Hadoop, Hadoop Distributed File System

More information

CURSO: ADMINISTRADOR PARA APACHE HADOOP

CURSO: ADMINISTRADOR PARA APACHE HADOOP CURSO: ADMINISTRADOR PARA APACHE HADOOP TEST DE EJEMPLO DEL EXÁMEN DE CERTIFICACIÓN www.formacionhadoop.com 1 Question: 1 A developer has submitted a long running MapReduce job with wrong data sets. You

More information

Has been into training Big Data Hadoop and MongoDB from more than a year now

Has been into training Big Data Hadoop and MongoDB from more than a year now NAME NAMIT EXECUTIVE SUMMARY EXPERTISE DELIVERIES Around 10+ years of experience on Big Data Technologies such as Hadoop and MongoDB, Java, Python, Big Data Analytics, System Integration and Consulting

More information

PassTest. Bessere Qualität, bessere Dienstleistungen!

PassTest. Bessere Qualität, bessere Dienstleistungen! PassTest Bessere Qualität, bessere Dienstleistungen! Q&A Exam : CCD-410 Title : Cloudera Certified Developer for Apache Hadoop (CCDH) Version : DEMO 1 / 4 1.When is the earliest point at which the reduce

More information

Click the link below to get more detail

Click the link below to get more detail Click the link below to get more detail http://www.examkill.com/ ExamCode: Apache-Hadoop-Developer ExamName: Hadoop 2.0 Certification exam for Pig and Hive Developer Vendor Name: Hortonworks Edition =

More information

Communicating with the Elephant in the Data Center

Communicating with the Elephant in the Data Center Communicating with the Elephant in the Data Center Who am I? Instructor Consultant Opensource Advocate http://www.laubersoltions.com sml@laubersolutions.com Twitter: @laubersm Freenode: laubersm Outline

More information

The Hadoop ecosystem: an overview Lamine Aouad University College Dublin

The Hadoop ecosystem: an overview Lamine Aouad University College Dublin The Hadoop ecosystem: an overview Lamine Aouad University College Dublin Hadoop [1] has become the de facto standard in the big data space. It has also become the kernel of a large distributed ecosystem.

More information

Hadoop 101. Lars George. NoSQL- Ma4ers, Cologne April 26, 2013

Hadoop 101. Lars George. NoSQL- Ma4ers, Cologne April 26, 2013 Hadoop 101 Lars George NoSQL- Ma4ers, Cologne April 26, 2013 1 What s Ahead? Overview of Apache Hadoop (and related tools) What it is Why it s relevant How it works No prior experience needed Feel free

More information

TRAINING PROGRAM ON BIGDATA/HADOOP

TRAINING PROGRAM ON BIGDATA/HADOOP Course: Training on Bigdata/Hadoop with Hands-on Course Duration / Dates / Time: 4 Days / 24th - 27th June 2015 / 9:30-17:30 Hrs Venue: Eagle Photonics Pvt Ltd First Floor, Plot No 31, Sector 19C, Vashi,

More information

Apache Hadoop: The Pla/orm for Big Data. Amr Awadallah CTO, Founder, Cloudera, Inc. aaa@cloudera.com, twicer: @awadallah

Apache Hadoop: The Pla/orm for Big Data. Amr Awadallah CTO, Founder, Cloudera, Inc. aaa@cloudera.com, twicer: @awadallah Apache Hadoop: The Pla/orm for Big Data Amr Awadallah CTO, Founder, Cloudera, Inc. aaa@cloudera.com, twicer: @awadallah 1 The Problems with Current Data Systems BI Reports + Interac7ve Apps RDBMS (aggregated

More information

WA2341 Hadoop Programming EVALUATION ONLY

WA2341 Hadoop Programming EVALUATION ONLY WA2341 Hadoop Programming Web Age Solutions Inc. USA: 1-877-517-6540 Canada: 1-866-206-4644 Web: http://www.webagesolutions.com The following terms are trademarks of other companies: Java and all Java-based

More information

Internals of Hadoop Application Framework and Distributed File System

Internals of Hadoop Application Framework and Distributed File System International Journal of Scientific and Research Publications, Volume 5, Issue 7, July 2015 1 Internals of Hadoop Application Framework and Distributed File System Saminath.V, Sangeetha.M.S Abstract- Hadoop

More information

ESS event: Big Data in Official Statistics. Antonino Virgillito, Istat

ESS event: Big Data in Official Statistics. Antonino Virgillito, Istat ESS event: Big Data in Official Statistics Antonino Virgillito, Istat v erbi v is 1 About me Head of Unit Web and BI Technologies, IT Directorate of Istat Project manager and technical coordinator of Web

More information

Hadoop implementation of MapReduce computational model. Ján Vaňo

Hadoop implementation of MapReduce computational model. Ján Vaňo Hadoop implementation of MapReduce computational model Ján Vaňo What is MapReduce? A computational model published in a paper by Google in 2004 Based on distributed computation Complements Google s distributed

More information

Upcoming Announcements

Upcoming Announcements Enterprise Hadoop Enterprise Hadoop Jeff Markham Technical Director, APAC jmarkham@hortonworks.com Page 1 Upcoming Announcements April 2 Hortonworks Platform 2.1 A continued focus on innovation within

More information

[Type text] Week. National summer training program on. Big Data & Hadoop. Why big data & Hadoop is important?

[Type text] Week. National summer training program on. Big Data & Hadoop. Why big data & Hadoop is important? 1 Week National summer training program on Big Data & Hadoop Why big data & Hadoop is important? Highlights of Big Data & Hadoop Implement a Hadoop Project Learn to write Complex MapReduce programs Perform

More information

The Hadoop Eco System Shanghai Data Science Meetup

The Hadoop Eco System Shanghai Data Science Meetup The Hadoop Eco System Shanghai Data Science Meetup Karthik Rajasethupathy, Christian Kuka 03.11.2015 @Agora Space Overview What is this talk about? Giving an overview of the Hadoop Ecosystem and related

More information

Open source Google-style large scale data analysis with Hadoop

Open source Google-style large scale data analysis with Hadoop Open source Google-style large scale data analysis with Hadoop Ioannis Konstantinou Email: ikons@cslab.ece.ntua.gr Web: http://www.cslab.ntua.gr/~ikons Computing Systems Laboratory School of Electrical

More information

Oracle Big Data Fundamentals Ed 1

Oracle Big Data Fundamentals Ed 1 Oracle University Contact Us: 001-855-844-3881 Oracle Big Data Fundamentals Ed 1 Duration: 5 Days What you will learn In the Oracle Big Data Fundamentals course, learn to use Oracle's Integrated Big Data

More information

Big Data Development CASSANDRA NoSQL Training - Workshop. March 13 to 17-2016 9 am to 5 pm HOTEL DUBAI GRAND DUBAI

Big Data Development CASSANDRA NoSQL Training - Workshop. March 13 to 17-2016 9 am to 5 pm HOTEL DUBAI GRAND DUBAI Big Data Development CASSANDRA NoSQL Training - Workshop March 13 to 17-2016 9 am to 5 pm HOTEL DUBAI GRAND DUBAI ISIDUS TECH TEAM FZE PO Box 121109 Dubai UAE, email training-coordinator@isidusnet M: +97150

More information

Strengthening the Quality of Big Data Implementations

Strengthening the Quality of Big Data Implementations Cognizant 20-20 Insights Strengthening the Quality of Big Data Implementations Open-source technologies are helping organizations across industries gain strategic insights from the torrents of data that

More information

Bright Cluster Manager

Bright Cluster Manager Bright Cluster Manager A Unified Management Solution for HPC and Hadoop Martijn de Vries CTO Introduction Architecture Bright Cluster CMDaemon Cluster Management GUI Cluster Management Shell SOAP/ JSONAPI

More information

Prepared By : Manoj Kumar Joshi & Vikas Sawhney

Prepared By : Manoj Kumar Joshi & Vikas Sawhney Prepared By : Manoj Kumar Joshi & Vikas Sawhney General Agenda Introduction to Hadoop Architecture Acknowledgement Thanks to all the authors who left their selfexplanatory images on the internet. Thanks

More information

MongoDB Developer and Administrator Certification Course Agenda

MongoDB Developer and Administrator Certification Course Agenda MongoDB Developer and Administrator Certification Course Agenda Lesson 1: NoSQL Database Introduction What is NoSQL? Why NoSQL? Difference Between RDBMS and NoSQL Databases Benefits of NoSQL Types of NoSQL

More information

MapReduce with Apache Hadoop Analysing Big Data

MapReduce with Apache Hadoop Analysing Big Data MapReduce with Apache Hadoop Analysing Big Data April 2010 Gavin Heavyside gavin.heavyside@journeydynamics.com About Journey Dynamics Founded in 2006 to develop software technology to address the issues

More information

Big Data

<Insert Picture Here> Big Data Big Data Kevin Kalmbach Principal Sales Consultant, Public Sector Engineered Systems Program Agenda What is Big Data and why it is important? What is your Big

More information

SOLVING REAL AND BIG (DATA) PROBLEMS USING HADOOP. Eva Andreasson Cloudera

SOLVING REAL AND BIG (DATA) PROBLEMS USING HADOOP. Eva Andreasson Cloudera SOLVING REAL AND BIG (DATA) PROBLEMS USING HADOOP Eva Andreasson Cloudera Most FAQ: Super-Quick Overview! The Apache Hadoop Ecosystem a Zoo! Oozie ZooKeeper Hue Impala Solr Hive Pig Mahout HBase MapReduce

More information

Dominik Wagenknecht Accenture

Dominik Wagenknecht Accenture Dominik Wagenknecht Accenture Improving Mainframe Performance with Hadoop October 17, 2014 Organizers General Partner Top Media Partner Media Partner Supporters About me Dominik Wagenknecht Accenture Vienna

More information

Open source large scale distributed data management with Google s MapReduce and Bigtable

Open source large scale distributed data management with Google s MapReduce and Bigtable Open source large scale distributed data management with Google s MapReduce and Bigtable Ioannis Konstantinou Email: ikons@cslab.ece.ntua.gr Web: http://www.cslab.ntua.gr/~ikons Computing Systems Laboratory

More information

Oracle Big Data Fundamentals Ed 1 NEW

Oracle Big Data Fundamentals Ed 1 NEW Oracle University Contact Us: +90 212 329 6779 Oracle Big Data Fundamentals Ed 1 NEW Duration: 5 Days What you will learn In the Oracle Big Data Fundamentals course, learn to use Oracle's Integrated Big

More information

Processing of massive data: MapReduce. 2. Hadoop. New Trends In Distributed Systems MSc Software and Systems

Processing of massive data: MapReduce. 2. Hadoop. New Trends In Distributed Systems MSc Software and Systems Processing of massive data: MapReduce 2. Hadoop 1 MapReduce Implementations Google were the first that applied MapReduce for big data analysis Their idea was introduced in their seminal paper MapReduce:

More information

From Relational to Hadoop Part 1: Introduction to Hadoop. Gwen Shapira, Cloudera and Danil Zburivsky, Pythian

From Relational to Hadoop Part 1: Introduction to Hadoop. Gwen Shapira, Cloudera and Danil Zburivsky, Pythian From Relational to Hadoop Part 1: Introduction to Hadoop Gwen Shapira, Cloudera and Danil Zburivsky, Pythian Tutorial Logistics 2 Got VM? 3 Grab a USB USB contains: Cloudera QuickStart VM Slides Exercises

More information

White Paper: What You Need To Know About Hadoop

White Paper: What You Need To Know About Hadoop CTOlabs.com White Paper: What You Need To Know About Hadoop June 2011 A White Paper providing succinct information for the enterprise technologist. Inside: What is Hadoop, really? Issues the Hadoop stack

More information

Scaling Up 2 CSE 6242 / CX 4242. Duen Horng (Polo) Chau Georgia Tech. HBase, Hive

Scaling Up 2 CSE 6242 / CX 4242. Duen Horng (Polo) Chau Georgia Tech. HBase, Hive CSE 6242 / CX 4242 Scaling Up 2 HBase, Hive Duen Horng (Polo) Chau Georgia Tech Some lectures are partly based on materials by Professors Guy Lebanon, Jeffrey Heer, John Stasko, Christos Faloutsos, Le

More information

Chapter 11 Map-Reduce, Hadoop, HDFS, Hbase, MongoDB, Apache HIVE, and Related

Chapter 11 Map-Reduce, Hadoop, HDFS, Hbase, MongoDB, Apache HIVE, and Related Chapter 11 Map-Reduce, Hadoop, HDFS, Hbase, MongoDB, Apache HIVE, and Related Summary Xiangzhe Li Nowadays, there are more and more data everyday about everything. For instance, here are some of the astonishing

More information

Lecture 2 (08/31, 09/02, 09/09): Hadoop. Decisions, Operations & Information Technologies Robert H. Smith School of Business Fall, 2015

Lecture 2 (08/31, 09/02, 09/09): Hadoop. Decisions, Operations & Information Technologies Robert H. Smith School of Business Fall, 2015 Lecture 2 (08/31, 09/02, 09/09): Hadoop Decisions, Operations & Information Technologies Robert H. Smith School of Business Fall, 2015 K. Zhang BUDT 758 What we ll cover Overview Architecture o Hadoop

More information

Training Catalog. Summer 2015 Training Catalog. Apache Hadoop Training from the Experts. Apache Hadoop Training From the Experts

Training Catalog. Summer 2015 Training Catalog. Apache Hadoop Training from the Experts. Apache Hadoop Training From the Experts Training Catalog Apache Hadoop Training from the Experts Summer 2015 Training Catalog Apache Hadoop Training From the Experts September 2015 provides an immersive and valuable real world experience In

More information

Large scale processing using Hadoop. Ján Vaňo

Large scale processing using Hadoop. Ján Vaňo Large scale processing using Hadoop Ján Vaňo What is Hadoop? Software platform that lets one easily write and run applications that process vast amounts of data Includes: MapReduce offline computing engine

More information

Cloudera Enterprise Reference Architecture for Google Cloud Platform Deployments

Cloudera Enterprise Reference Architecture for Google Cloud Platform Deployments Cloudera Enterprise Reference Architecture for Google Cloud Platform Deployments Important Notice 2010-2015 Cloudera, Inc. All rights reserved. Cloudera, the Cloudera logo, Cloudera Impala, Impala, and

More information

What We Can Do in the Cloud (2) -Tutorial for Cloud Computing Course- Mikael Fernandus Simalango WISE Research Lab Ajou University, South Korea

What We Can Do in the Cloud (2) -Tutorial for Cloud Computing Course- Mikael Fernandus Simalango WISE Research Lab Ajou University, South Korea What We Can Do in the Cloud (2) -Tutorial for Cloud Computing Course- Mikael Fernandus Simalango WISE Research Lab Ajou University, South Korea Overview Riding Google App Engine Taming Hadoop Summary Riding

More information

Constructing a Data Lake: Hadoop and Oracle Database United!

Constructing a Data Lake: Hadoop and Oracle Database United! Constructing a Data Lake: Hadoop and Oracle Database United! Sharon Sophia Stephen Big Data PreSales Consultant February 21, 2015 Safe Harbor The following is intended to outline our general product direction.

More information

Hortonworks and ODP: Realizing the Future of Big Data, Now Manila, May 13, 2015

Hortonworks and ODP: Realizing the Future of Big Data, Now Manila, May 13, 2015 Hortonworks and ODP: Realizing the Future of Big Data, Now Manila, May 13, 2015 We Do Hadoop Fall 2014 Page 1 HDP delivers a comprehensive data management platform GOVERNANCE Hortonworks Data Platform

More information

Integrating SAP BusinessObjects with Hadoop. Using a multi-node Hadoop Cluster

Integrating SAP BusinessObjects with Hadoop. Using a multi-node Hadoop Cluster Integrating SAP BusinessObjects with Hadoop Using a multi-node Hadoop Cluster May 17, 2013 SAP BO HADOOP INTEGRATION Contents 1. Installing a Single Node Hadoop Server... 2 2. Configuring a Multi-Node

More information

Overview. Big Data in Apache Hadoop. - HDFS - MapReduce in Hadoop - YARN. https://hadoop.apache.org. Big Data Management and Analytics

Overview. Big Data in Apache Hadoop. - HDFS - MapReduce in Hadoop - YARN. https://hadoop.apache.org. Big Data Management and Analytics Overview Big Data in Apache Hadoop - HDFS - MapReduce in Hadoop - YARN https://hadoop.apache.org 138 Apache Hadoop - Historical Background - 2003: Google publishes its cluster architecture & DFS (GFS)

More information

Hadoop Certification (Developer, Administrator HBase & Data Science) CCD-410, CCA-410 and CCB-400 and DS-200

Hadoop Certification (Developer, Administrator HBase & Data Science) CCD-410, CCA-410 and CCB-400 and DS-200 Hadoop Learning Resources 1 Hadoop Certification (Developer, Administrator HBase & Data Science) CCD-410, CCA-410 and CCB-400 and DS-200 Author: Hadoop Learning Resource Hadoop Training in Just $60/3000INR

More information

Open source software framework designed for storage and processing of large scale data on clusters of commodity hardware

Open source software framework designed for storage and processing of large scale data on clusters of commodity hardware Open source software framework designed for storage and processing of large scale data on clusters of commodity hardware Created by Doug Cutting and Mike Carafella in 2005. Cutting named the program after

More information

APACHE HADOOP JERRIN JOSEPH CSU ID#2578741

APACHE HADOOP JERRIN JOSEPH CSU ID#2578741 APACHE HADOOP JERRIN JOSEPH CSU ID#2578741 CONTENTS Hadoop Hadoop Distributed File System (HDFS) Hadoop MapReduce Introduction Architecture Operations Conclusion References ABSTRACT Hadoop is an efficient

More information

Map Reduce & Hadoop Recommended Text:

Map Reduce & Hadoop Recommended Text: Big Data Map Reduce & Hadoop Recommended Text:! Large datasets are becoming more common The New York Stock Exchange generates about one terabyte of new trade data per day. Facebook hosts approximately

More information

Lecture 10: HBase! Claudia Hauff (Web Information Systems)! ti2736b-ewi@tudelft.nl

Lecture 10: HBase! Claudia Hauff (Web Information Systems)! ti2736b-ewi@tudelft.nl Big Data Processing, 2014/15 Lecture 10: HBase!! Claudia Hauff (Web Information Systems)! ti2736b-ewi@tudelft.nl 1 Course content Introduction Data streams 1 & 2 The MapReduce paradigm Looking behind the

More information

Hadoop Architecture. Part 1

Hadoop Architecture. Part 1 Hadoop Architecture Part 1 Node, Rack and Cluster: A node is simply a computer, typically non-enterprise, commodity hardware for nodes that contain data. Consider we have Node 1.Then we can add more nodes,

More information

NETWORK TRAFFIC ANALYSIS: HADOOP PIG VS TYPICAL MAPREDUCE

NETWORK TRAFFIC ANALYSIS: HADOOP PIG VS TYPICAL MAPREDUCE NETWORK TRAFFIC ANALYSIS: HADOOP PIG VS TYPICAL MAPREDUCE Anjali P P 1 and Binu A 2 1 Department of Information Technology, Rajagiri School of Engineering and Technology, Kochi. M G University, Kerala

More information