Why Big Data Matters? Speaker: Paras Doshi
|
|
- Laurence Brooks
- 6 years ago
- Views:
Transcription
1 Why Big Data Matters? Speaker: Paras Doshi If you re wondering about what is Big Data and why does it matter to you and your organization, then come to this talk and get introduced to Big Data and learn about Tools that you could start using right away!
2 Goals: What is Big Data? Why does Big Data matter? which Big Data Tools are available to us?
3 About Paras:
4 My Background w/ Big Data Studied Data Intensive Computing in cloud at University of Washington, USA (2012) Independent Study on Big Data Topics/Tools since October 2011 Blogging about Hadoop on Azure and Hadoop on Windows since they came out. Blog: ParasDoshi.com Answer questions about Hadoop on Windows & Big Data on MSDN and Stackoverflow forums Got to attend Dr. David DeWitt s presentations related to Big Data at SQL PASS Summit 2011 as well as PASS summit 2012
5 Business Intelligence Hadoop Big Data Courtesy: Google Trends
6 Evolution of Big Data
7
8
9 Advance Analytics Bigger Data
10 Bigger Data Advance Analytics
11
12 Is it just about Volume?
13 Why 3V?
14 Other Definitions
15 Source: Big Data Demystified: Using Unstructured Data for Competitive Advantage Big data is a nickname for the recent increase in largely external and unstructured business and consumer information
16 In information technology, big data is a collection of data sets so large and complex that it becomes difficult to process using on-hand database management tools or traditional data processing applications Source:
17 I collected such definitions from the Internet, Here s the summary:
18 Hadoop & Map Reduce Running computationally intensive Algorithms Large scale data analysis OR data intensive computing Analyzing Data using Distributed Systems Big Data Data Mining on massive data sets Analyzing External /Public / unstructured / Social Network Datasets Massively parallel processing databases
19 Working Definition of Big Data Company s Data Needs exceeds its infrastructure
20
21
22 Cost of Data Acquisition has dramatically decreased: 30 years ago: 1 KB = $1* 1 TB = ~$1 Billion** Today: 1 TB Definitely not $1 Billion People do it voluntarily on social networks Machines Generates Data too. *Assume **Approximately Source: Dave Campbell Interview at Build 2012
23 Unstructured information accounts for more than 70% 80% of all data in organizations and is growing 10 50x more than structured data Source: s There s Value in Unstructured Data: Social Network Data Images Videos Audio
24 Bigger Data Advance Analytics
25 Yay! We sold 10 Xbox's today! Who bought it? Who referred them? Context of the purchase? Can we Recommend products to them?
26
27 There s value in doing advance analytics Almost Everyone s doing Business Intelligence, Where s the competitive advantage? Examples of Advance analytics over #1: Unstructured Data #2: External Data
28 Big Data Problems Customer churn Analysis Risk Modeling Recommendation engine Ad Targeting Point of Sale Transaction Analysis Analyzing network data to predict failure Threat Analysis Trade surveillance Search Quality Data Sandbox Source: Cloudera s Top Hadoopable Problems resolved paper
29 Recap Big (ger) Data Volume Velocity Variety Value Advanced Analytics Examples: Recommendation Engine Sentiment Analysis
30
31
32 In pioneer days they used oxen for heavy pulling, and when one ox couldn t budge a log, they didn t try to grow a larger ox; We shouldn t be trying for bigger computers, but for more systems of computers - Grace Hopper
33 Thanks Andrew Brust: Tools: HDInsight: Hadoop for Windows Server & Azure Massively parallel processing (MPP) databases: Parallel Data Warehouse (PDW) NoSQL: Windows Azure Tables Real Time Analysis: StreamInsight
34 Quick Numbers about PDW: Capacity (in TB) Microsoft Data Warehouse Offerings 5 BDWA Fast Track DW PDW Effort to Build such solutions is function of Capacity, Concurrency, Query Complexity Source: Data Warehousing: SQL Server Parallel Data Warehouse AU3 Update (SQL Server 2012)
35 What is Hadoop? Hadoop is a Big Data Platform Distributes and Replicates Data Manages Parallel Tasks created by Users Runs as Several Processes on a cluster Hadoop is a Toolset
36 What is HDInsight? Preview announced on 24 th OCT 2012 at Strata & Hadoop world Conference Apache Hadoop based solution for Windows Server and Windows Azure
37 Hadoop Ecosystem Hive PIG SQooP HDFS (Hadoop Distributed File System) MapReduce
38 Hadoop Ecosystem HDFS - distributed file system. Map Reduce A distributed framework for executing work in parallel. HIVE a SQL like language on top of Map Reduce. PIG - A scripting language to Manipulate SQOOP - enables data exchange between relational databases and Hadoop clusters. Mahout - scalable machine learning libraries.
39 Microsoft & Hadoop Ecosystem: Make Hadoop Windows Compatible Microsoft.NET SDK for Hadoop Hive ODBC Driver Excel Hive Add-in JavaScript layer on Hadoop Hive & JavaScript web console Connectors for SQL server and PDW Integration with Active Directory for access control Integration with System center for administration and management
40 Hadoop shouldn't replace your current data infrastructure, only augment it Source:
41 SQL Server + Hadoop HiveODBC driver can be used to connect Excel, SSIS & Tabular Models to Hive Tables SQooP can be used to load operational data from SQL Server to Hadoop
42 Future of Hadoop & Big Data Tools Microsoft s Polybase mashes up SQL Server and Hadoop (demo shown at SQL PASS summit 2012) Hadoop support for ad-hoc and real time queries HDInsight for windows/azure should be available for production use. Hopefully, support for tools such as Hbase & Mahout will be added More use cases emerge *Mahout: Mahout is included in the HDInsight for Windows Azure
43 Related Microsoft Technologies/Projects: Windows Azure Data Market Dryad (Deprecated Microsoft Research Project) Project Daytona (iterative MapReduce runtime for Windows Azure by MSR) SQL Azure Labs: Microsoft CodeName Data Explorer Microsoft codename Cloud Numerics Microsoft codename Social Analytics
44 Other Big Data vendors Cloudera Hortonworks (Micorosft using Hortonworks hadoop distribution) Amazon s Elastic Map Reduce EMC s GreenPlum IBM s Infosphere Oracle Big Data Google BigQuery Aster data, Vertica, among others..
45 Concluding comments: Big Data means different things in different context Your Task: What does Big Data mean to you? Growing number of business users realize the value of Unstructured & External datasets Your Task: Identify External and/or unstructured that can be used to find insights for your organization. Traditional BI Tools were not designed for Big Data Analytics Your Task: Play w/ some of the Big Data Tools
46 Thank you! Special Thanks to Rushabh Mehta and Nigel Sammy. Contact Information: Blog: SolidQ: Slides can be downloaded from: <link>
Microsoft Big Data. Solution Brief
Microsoft Big Data Solution Brief Contents Introduction... 2 The Microsoft Big Data Solution... 3 Key Benefits... 3 Immersive Insight, Wherever You Are... 3 Connecting with the World s Data... 3 Any Data,
More informationE-guide Hadoop Big Data Platforms Buyer s Guide part 1
Hadoop Big Data Platforms Buyer s Guide part 1 Your expert guide to Hadoop big data platforms for managing big data David Loshin, Knowledge Integrity Inc. Companies of all sizes can use Hadoop, as vendors
More informationMicrosoft Azure Essentials
Microsoft Azure Essentials Azure Essentials Track Summary Data Analytics Explore the Data Analytics services in Azure to help you analyze both structured and unstructured data. Azure can help with large,
More informationAurélie Pericchi SSP APS Laurent Marzouk Data Insight & Cloud Architect
Aurélie Pericchi SSP APS Laurent Marzouk Data Insight & Cloud Architect 2005 Concert de Coldplay 2014 Concert de Coldplay 90% of the world s data has been created over the last two years alone 1 1. Source
More informationSimplifying the Process of Uploading and Extracting Data from Apache Hadoop
Simplifying the Process of Uploading and Extracting Data from Apache Hadoop Rohit Bakhshi, Solution Architect, Hortonworks Jim Walker, Director Product Marketing, Talend Page 1 About Us Rohit Bakhshi Solution
More informationFrom Information to Insight: The Big Value of Big Data. Faire Ann Co Marketing Manager, Information Management Software, ASEAN
From Information to Insight: The Big Value of Big Data Faire Ann Co Marketing Manager, Information Management Software, ASEAN The World is Changing and Becoming More INSTRUMENTED INTERCONNECTED INTELLIGENT
More informationDesigning Business Intelligence Solutions with Microsoft SQL Server 2014
Designing Business Intelligence Solutions with Microsoft SQL Server 2014 20467D; 5 Days, Instructor-led Course Description This five-day instructor-led course teaches students how to implement self-service
More informationBringing the Power of SAS to Hadoop Title
WHITE PAPER Bringing the Power of SAS to Hadoop Title Combine SAS World-Class Analytics With Hadoop s Low-Cost, Distributed Data Storage to Uncover Hidden Opportunities ii Contents Introduction... 1 What
More informationAnalyzing Data with Power BI
Course 20778A: Analyzing Data with Power BI Course Outline Module 1: Introduction to Self-Service BI Solutions Introduces business intelligence (BI) and how to self-serve with BI. Introduction to business
More information1. Intoduction to Hadoop
1. Intoduction to Hadoop Hadoop is a rapidly evolving ecosystem of components for implementing the Google MapReduce algorithms in a scalable fashion on commodity hardware. Hadoop enables users to store
More informationCOPYRIGHTED MATERIAL. 1Big Data and the Hadoop Ecosystem
1Big Data and the Hadoop Ecosystem WHAT S IN THIS CHAPTER? Understanding the challenges of Big Data Getting to know the Hadoop ecosystem Getting familiar with Hadoop distributions Using Hadoop-based enterprise
More informationE-guide Hadoop Big Data Platforms Buyer s Guide part 3
Big Data Platforms Buyer s Guide part 3 Your expert guide to big platforms enterprise MapReduce cloud-based Abie Reifer, DecisionWorx The Amazon Elastic MapReduce Web service offers a managed framework
More informationBig Data The Big Story
Big Data The Big Story Jean-Pierre Dijcks Big Data Product Mangement 1 Agenda What is Big Data? Architecting Big Data Building Big Data Solutions Oracle Big Data Appliance and Big Data Connectors Customer
More informationIBM Big Data Summit 2012
IBM Big Data Summit 2012 12.10.2012 InfoSphere BigInsights Introduction Wilfried Hoge Leading Technical Sales Professional hoge@de.ibm.com twitter.com/wilfriedhoge 12.10.1012 IBM Big Data Strategy: Move
More informationAccelerating Your Big Data Analytics. Jeff Healey, Director Product Marketing, HPE Vertica
Accelerating Your Big Data Analytics Jeff Healey, Director Product Marketing, HPE Vertica Recent Waves of Disruption IT Infrastructu re for Analytics Data Warehouse Modernization Big Data/ Hadoop Cloud
More informationJason Virtue Business Intelligence Technical Professional
Jason Virtue Business Intelligence Technical Professional jvirtue@microsoft.com Agenda Microsoft Azure Data Services Azure Cloud Services Azure Machine Learning Azure Service Bus Azure Stream Analytics
More informationSAS & HADOOP ANALYTICS ON BIG DATA
SAS & HADOOP ANALYTICS ON BIG DATA WHY HADOOP? OPEN SOURCE MASSIVE SCALE FAST PROCESSING COMMODITY COMPUTING DATA REDUNDANCY DISTRIBUTED WHY HADOOP? Hadoop will soon become a replacement complement to:
More informationKnowledge Discovery and Data Mining
Knowledge Discovery and Data Mining Unit # 19 1 Acknowledgement The following discussion is based on the paper Mining Big Data: Current Status, and Forecast to the Future by Fan and Bifet and online presentation
More informationBuilding Your Big Data Team
Building Your Big Data Team With all the buzz around Big Data, many companies have decided they need some sort of Big Data initiative in place to stay current with modern data management requirements.
More informationHarnessing the Power of Big Data to Transform Your Business Anjul Bhambhri VP, Big Data, Information Management, IBM
May, 2012 Harnessing the Power of Big Data to Transform Your Business Anjul Bhambhri VP, Big Data, Information Management, IBM 12+ TBs of tweet data every day 30 billion RFID tags today (1.3B in 2005)
More informationAnalyzing Data with Power BI
Analyzing Data with Power BI Course 20778B 3 Days Instructor-led, Hands-on Course Description The main purpose of this three-day instructor-led course is to give students a good understanding of data analysis
More informationAudience Profile The course will likely be attended by SQL Server report creators who are interested in alternative methods of presenting data.
[MS20778]: Analyzing Data with Power BI Length : 3 Days Audience(s) : Information Workers Level : 300 Technology : Power BI Delivery Method : Instructor-led (Classroom) Course Overview The main purpose
More informationARCHITECTURES ADVANCED ANALYTICS & IOT. Presented by: Orion Gebremedhin. Marc Lobree. Director of Technology, Data & Analytics
ADVANCED ANALYTICS & IOT ARCHITECTURES Presented by: Orion Gebremedhin Director of Technology, Data & Analytics Marc Lobree National Architect, Advanced Analytics EDW THE RIGHT TOOL FOR THE RIGHT WORKLOAD
More informationHP SummerSchool TechTalks Kenneth Donau Presale Technical Consulting, HP SW
HP SummerSchool TechTalks 2013 Kenneth Donau Presale Technical Consulting, HP SW Copyright Copyright 2013 2013 Hewlett-Packard Development Development Company, Company, L.P. The L.P. information The information
More informationSession 30 Powerful Ways to Use Hadoop in your Healthcare Big Data Strategy
Session 30 Powerful Ways to Use Hadoop in your Healthcare Big Data Strategy Bryan Hinton Senior Vice President, Platform Engineering Health Catalyst Sean Stohl Senior Vice President, Product Development
More informationThe Intersection of Big Data and DB2
The Intersection of Big Data and DB2 May 20, 2014 Mike McCarthy, IBM Big Data Channels Development mmccart1@us.ibm.com Agenda What is Big Data? Concepts Characteristics What is Hadoop Relational vs Hadoop
More informationSelf Service BI Vision to Reality. Asaf Bar MRS & Eternity CEO
Self Service BI Vision to Reality Asaf Bar MRS & Eternity CEO Self Service BI Vision to Reality Asaf Bar MRS & Eternity CEO Power BI Power Query, Power Pivot, Power View, Power Map Self-Service Business
More informationHadoop and Analytics at CERN IT CERN IT-DB
Hadoop and Analytics at CERN IT CERN IT-DB 1 Hadoop Use cases Parallel processing of large amounts of data Perform analytics on a large scale Dealing with complex data: structured, semi-structured, unstructured
More informationDigging into Hadoop-based Big Data Architectures
52 Digging into Hadoop-based Big Data Architectures Allae Erraissi 1, Abdessamad Belangour 2 and Abderrahim Tragha 3 1,2,3 Laboratory of Information Technology and Modeling LTIM, Hassan II University,
More informationData Analytics and CERN IT Hadoop Service. CERN openlab Technical Workshop CERN, December 2016 Luca Canali, IT-DB
Data Analytics and CERN IT Hadoop Service CERN openlab Technical Workshop CERN, December 2016 Luca Canali, IT-DB 1 Data Analytics at Scale The Challenge When you cannot fit your workload in a desktop Data
More informationApplication Integrator Automate Any Application
Application Integrator Automate Any Application BMC Control-M by applications BMC Control-M by platforms ERP Business Intelligence Data Integration / ETL OS Platform SAP Oracle ebusiness Suite PeopleSoft
More informationTop 5 Challenges for Hadoop MapReduce in the Enterprise. Whitepaper - May /9/11
Top 5 Challenges for Hadoop MapReduce in the Enterprise Whitepaper - May 2011 http://platform.com/mapreduce 2 5/9/11 Table of Contents Introduction... 2 Current Market Conditions and Drivers. Customer
More informationSAP Big Data. Markus Tempel SAP Big Data and Cloud Analytics Services
SAP Big Data Markus Tempel SAP Big Data and Cloud Analytics Services Is that Big Data? 2015 SAP AG or an SAP affiliate company. All rights reserved. 2 What if you could turn new signals from Big Data into
More informationCask Data Application Platform (CDAP)
Cask Data Application Platform (CDAP) CDAP is an open source, Apache 2.0 licensed, distributed, application framework for delivering Hadoop solutions. It integrates and abstracts the underlying Hadoop
More informationHybrid Data Management
Kelly Schlamb Executive IT Specialist, Worldwide Analytics Platform Enablement and Technical Sales (kschlamb@ca.ibm.com, @KSchlamb) Hybrid Data Management IBM Analytics Summit 2017 November 8, 2017 5 Essential
More informationBIG DATA and DATA SCIENCE
Integrated Program In BIG DATA and DATA SCIENCE CONTINUING STUDIES Table of Contents About the Course...03 Key Features of Integrated Program in Big Data and Data Science...04 Learning Path...05 Key Learning
More informationBig Data & Hadoop Advance
Course Durations: 30 Hours About Company: Course Mode: Online/Offline EduNextgen extended arm of Product Innovation Academy is a growing entity in education and career transformation, specializing in today
More informationFaster Insights from Any Data Technical White Paper
Faster Insights from Any Data Technical White Paper Published: June 2013 Applies to: SQL Server 2014 and SQL Server 2012 Summary: Even the modern business intelligence (BI) platform must adapt to a whole
More informationBig Business Value from Big Data and Hadoop
Big Business Value from Big Data and Hadoop Page 1 Topics The Big Data Explosion: Hype or Reality Introduction to Apache Hadoop The Business Case for Big Data Hortonworks Overview & Product Demo Page 2
More informationApache Spark 2.0 GA. The General Engine for Modern Analytic Use Cases. Cloudera, Inc. All rights reserved.
Apache Spark 2.0 GA The General Engine for Modern Analytic Use Cases 1 Apache Spark Drives Business Innovation Apache Spark is driving new business value that is being harnessed by technology forward organizations.
More informationDeloitte School of Analytics. Demystifying Data Science: Leveraging this phenomenon to drive your organisation forward
Deloitte School of Analytics Demystifying Data Science: Leveraging this phenomenon to drive your organisation forward February 2018 Agenda 7 February 2018 8 February 2018 9 February 2018 8:00 9:00 Networking
More informationKnowledgeENTERPRISE FAST TRACK YOUR ACCESS TO BIG DATA WITH ANGOSS ADVANCED ANALYTICS ON SPARK. Advanced Analytics on Spark BROCHURE
FAST TRACK YOUR ACCESS TO BIG DATA WITH ANGOSS ADVANCED ANALYTICS ON SPARK Are you drowning in Big Data? Do you lack access to your data? Are you having a hard time managing Big Data processing requirements?
More informationBig Data Live selbst analysieren
Big Data Live selbst analysieren Hands on Workshop zu IBM InfoSphere Big Insights Harald Gröger Wilfried Hoge Gerhard Wenzel IBM 2013 IBM Corporation Agenda 15:00-15:10 Einführung IBM Big Data Plattform
More informationMapR: Solution for Customer Production Success
2015 MapR Technologies 2015 MapR Technologies 1 MapR: Solution for Customer Production Success Big Data High Growth 700+ Customers Cloud Leaders Riding the Wave with Hadoop The Big Data Platform of Choice
More informationAzure Offerings for Big data. In Kee Paek Cloud Data Solution Architect Microsoft Korea October. 2016
Azure Offerings for Big data In Kee Paek Cloud Data Solution Architect Microsoft Korea October. 2016 Agenda 1. Integrated Big data Platform - Cortana Intelligent Suite 2. Scalable Machine Learning - R
More informationBig Data Job Descriptions. Software Engineer - Algorithms
Big Data Job Descriptions Software Engineer - Algorithms This position is responsible for meeting the big data needs of our various products and businesses. Specifically, this position is responsible for
More informationGot Data Silos? Automate Data Ingestion Into Isilon In Support Of Analytics
Got Data Silos? Automate Data Ingestion Into Isilon In Support Of Analytics Key takeaways Analytic Insights Module for self-service analytics Automate data ingestion into Isilon Data Lake Three methods
More informationETL on Hadoop What is Required
ETL on Hadoop What is Required Keith Kohl Director, Product Management October 2012 Syncsort Copyright 2012, Syncsort Incorporated Agenda Who is Syncsort Extract, Transform, Load (ETL) Overview and conventional
More informationCommon Customer Use Cases in FSI
Common Customer Use Cases in FSI 1 Marketing Optimization 2014 2014 MapR MapR Technologies Technologies 2 Fortune 100 Financial Services Company 104M CARD MEMBERS 3 Financial Services: Recommendation Engine
More informationData Analytics. Nagesh Madhwal Client Solutions Director, Consulting, Southeast Asia, Dell EMC
Data Analytics Nagesh Madhwal Client Solutions Director, Consulting, Southeast Asia, Dell EMC Last 15 years IT-centric Traditional Analytics Traditional Applications Rigid Infrastructure Internet Next
More informationThe Alpine Data Platform
The Alpine Data Platform TABLE OF CONTENTS ABOUT ALPINE.... 2 ALPINE PRODUCT OVERVIEW... 3 PRODUCT ARCHITECTURE.... 5 SYSTEM REQUIREMENTS.... 6 ABOUT ALPINE DATA ADVANCED ANALYTICS FOR THE ENTERPRISE Alpine
More informationBig Data: Essential Elements to a Successful Modernization Strategy
Big Data: Essential Elements to a Successful Modernization Strategy Ashish Verma Director, Deloitte Consulting Technology Information Management Deloitte Consulting Presented by #pbls14 #pbls14 Presented
More informationOperational Hadoop and the Lambda Architecture for Streaming Data
Operational Hadoop and the Lambda Architecture for Streaming Data 2015 MapR Technologies 2015 MapR Technologies 1 Topics From Batch to Operational Workloads on Hadoop Streaming Data Environments The Lambda
More informationE-Guide THE EVOLUTION OF IOT ANALYTICS AND BIG DATA
E-Guide THE EVOLUTION OF IOT ANALYTICS AND BIG DATA E nterprises are already recognizing the value that lies in IoT data, but IoT analytics is still evolving and businesses have yet to see the full potential
More informationMicrosoft BI Product Suite
Microsoft BI Product Suite On Premises and In the Cloud What is Business Intelligence? How is the BI industry evolving? What are the typical components of a BI solution? How can BI be deployed within your
More informationNew Features in Data Visualization Desktop and OBIEE
New Features in Data Visualization Desktop 12.2.2 and OBIEE 12.2.1.2 Dan Vlamis and Arthur Dayton Vlamis Software Solutions, @vlamissoftware, 816-781-2880 www.vlamis.com dvlamis@vlamis.com, @dvlamis adayton@vlamis.com,
More informationENABLING GLOBAL HADOOP WITH DELL EMC S ELASTIC CLOUD STORAGE (ECS)
ENABLING GLOBAL HADOOP WITH DELL EMC S ELASTIC CLOUD STORAGE (ECS) Hadoop Storage-as-a-Service ABSTRACT This White Paper illustrates how Dell EMC Elastic Cloud Storage (ECS ) can be used to streamline
More informationNext Enterprise Application Architecture under Convergence of Cloud, Mobile, Social and Big Data
KOSTA 2014 IT Strategy Seminar Next Enterprise Application Architecture under Convergence of Cloud, Mobile, Social and Big Data Professor June Sung Park, KAIST http://flavors.me/june_sung_park Copyright
More informationHadoop Integration Deep Dive
Hadoop Integration Deep Dive Piyush Chaudhary Spectrum Scale BD&A Architect 1 Agenda Analytics Market overview Spectrum Scale Analytics strategy Spectrum Scale Hadoop Integration A tale of two connectors
More informationCopyright - Diyotta, Inc. - All Rights Reserved. Page 2
Page 2 Page 3 Page 4 Page 5 Humanizing Analytics Analytic Solutions that Provide Powerful Insights about Today s Healthcare Consumer to Manage Risk and Enable Engagement and Activation Industry Alignment
More informationDesigning Business Intelligence Solutions with Microsoft SQL Server 2014
Designing Business Intelligence Solutions with Microsoft SQL Server 2014 Referencia MOC 20467C Duración (horas) 25 Última actualización 27 mayo 2016 Modalidades Presencial, a medida Examen 70-467 Introducción
More informationLeveraging Oracle Big Data Discovery to Master CERN s Data. Manuel Martín Márquez Oracle Business Analytics Innovation 12 October- Stockholm, Sweden
Leveraging Oracle Big Data Discovery to Master CERN s Data Manuel Martín Márquez Oracle Business Analytics Innovation 12 October- Stockholm, Sweden Manuel Martin Marquez Intel IoT Ignition Lab Cloud and
More informationActualTests.C Q&A C Foundations of IBM Big Data & Analytics Architecture V1
ActualTests.C2030-136.40Q&A Number: C2030-136 Passing Score: 800 Time Limit: 120 min File Version: 4.8 http://www.gratisexam.com/ C2030-136 Foundations of IBM Big Data & Analytics Architecture V1 Hello,
More informationCask Data Application Platform (CDAP) The Integrated Platform for Developers and Organizations to Build, Deploy, and Manage Data Applications
Cask Data Application Platform (CDAP) The Integrated Platform for Developers and Organizations to Build, Deploy, and Manage Data Applications Copyright 2015 Cask Data, Inc. All Rights Reserved. February
More informationCopyright 2015, Oracle and/or its affiliates. All rights reserved.
Copyright 2015, Oracle and/or its affiliates. All rights reserved. Finding new business potential with Big Data Analytics Carsten Frisch Oracle Business Analytics DOAG 2015 Business Solutions Conference
More informationCloud Integration and the Big Data Journey - Common Use-Case Patterns
Cloud Integration and the Big Data Journey - Common Use-Case Patterns A White Paper August, 2014 Corporate Technologies Business Intelligence Group OVERVIEW The advent of cloud and hybrid architectures
More informationMapR: Converged Data Pla3orm and Quick Start Solu;ons. Robin Fong Regional Director South East Asia
MapR: Converged Data Pla3orm and Quick Start Solu;ons Robin Fong Regional Director South East Asia Who is MapR? MapR is the creator of the top ranked Hadoop NoSQL SQL-on-Hadoop Real Database time streaming
More informationBig Data Analytics for Retail with Apache Hadoop. A Hortonworks and Microsoft White Paper
Big Data Analytics for Retail with Apache Hadoop A Hortonworks and Microsoft White Paper 2 Contents The Big Data Opportunity for Retail 3 The Data Deluge, and Other Barriers 4 Hadoop in Retail 5 Omni-Channel
More informationBoston Azure Cloud User Group. a journey of a thousand miles begins with a single step
Boston Azure Cloud User Group a journey of a thousand miles begins with a single step 3 Solution Architect at Slalom Boston Business Intelligence User Group Leader I am a bit shy but passionate. BI Architect
More informationBusiness Intelligence in Azure Alex Whittles
Business Intelligence in Azure Alex Whittles Alex@PurpleFrogSystems.com PurpleFrogSystems.com PurpleFrogSystems.com/blog @PurpleFrogSys Alex Whittles SQL Relay Committee SQLRelay.co.uk SQL Bits Committee
More informationEvolution to Revolution: Big Data 2.0
Evolution to Revolution: Big Data 2.0 An ENTERPRISE MANAGEMENT ASSOCIATES (EMA ) White Paper Prepared for Actian March 2014 IT & DATA MANAGEMENT RESEARCH, INDUSTRY ANALYSIS & CONSULTING Table of Contents
More informationHortonworks Data Platform. Buyer s Guide
Hortonworks Data Platform Buyer s Guide Hortonworks Data Platform (HDP Completely Open and Versatile Hadoop Data Platform 2 2014 Hortonworks, Inc. All rights reserved. Hadoop and the Hadoop elephant logo
More informationMid-Atlantic CIO Forum
Mid-Atlantic CIO Forum Towson State University - March 17, 2016 Dave Rich CEO DBR & Associates Evolution of Analytics Batch Reportin g 1975 Static Reportin g Ad Hoc Query 1989 Data Warehousing Online
More informationORACLE DATA INTEGRATOR ENTERPRISE EDITION
ORACLE DATA INTEGRATOR ENTERPRISE EDITION Oracle Data Integrator Enterprise Edition delivers high-performance data movement and transformation among enterprise platforms with its open and integrated E-LT
More informationThe Evolution of Big Data
The Evolution of Big Data Andrew Fast, Ph.D. Chief Scientist fast@elderresearch.com Headquarters 300 W. Main Street, Suite 301 Charlottesville, VA 22903 434.973.7673 fax 434.973.7875 www.elderresearch.com
More informationHow Data Science is Changing the Way Companies Do Business Colin White
How Data Science is Changing the Way Companies Do Business Colin White BI Research July 17, 2014 Sponsor 2 Speakers Colin White President, BI Research Bill Franks Chief Analytics Officer, Teradata 3 How
More informationArchitecture Overview for Data Analytics Deployments
Architecture Overview for Data Analytics Deployments Mahmoud Ghanem Sr. Systems Engineer GLOBAL SPONSORS Agenda The Big Picture Top Use Cases for Data Analytics Modern Architecture Concepts for Data Analytics
More information7 October Rolf Tesmer. SQL & BI Solutions Architect. b https://mrfoxsql.wordpress.com/ in https://au.linkedin.
7 October 2015 Rolf Tesmer SQL & BI Solutions Architect b https://mrfoxsql.wordpress.com/ in https://au.linkedin.com/in/rolftesmer Agenda BI Refresher What is Datazen Managing the Datazen Server Client
More informationMapR Pentaho Business Solutions
MapR Pentaho Business Solutions The Benefits of a Converged Platform to Big Data Integration Tom Scurlock Director, WW Alliances and Partners, MapR Key Takeaways 1. We focus on business values and business
More informationSolution Components Sugar 6.5 Release
Solution Components 6.5 Release CRM, Inc. 10050 N. Wolfe Road SW2-130 Cupertino, CA 95014 USA T: +1.408.454.6900 F: +1.408.873.2872 CRM Solution Components This is a list of the most common components
More informationYour Big Data to Big Data tools using the family of PI Integrators
1 Your Big Data to Big Data tools using the family of PI Integrators Presented by Martin Bryant Field Service Engineer @osisoft PI Integrators PI Integrator for Business Analytics PI Integrator for Business
More information: 20776A: Performing Big Data Engineering on Microsoft Cloud Services
Module Title Duration : 20776A: Performing Big Data Engineering on Microsoft Cloud Services : 5 days About this course This five-day instructor-led course describes how to process Big Data using Azure
More informationBerkeley Data Analytics Stack (BDAS) Overview
Berkeley Analytics Stack (BDAS) Overview Ion Stoica UC Berkeley UC BERKELEY What is Big used For? Reports, e.g., - Track business processes, transactions Diagnosis, e.g., - Why is user engagement dropping?
More informationOracle Big Data Cloud Service
Oracle Big Data Cloud Service Delivering Hadoop, Spark and Data Science with Oracle Security and Cloud Simplicity Oracle Big Data Cloud Service is an automated service that provides a highpowered environment
More informationBrian Macdonald Big Data & Analytics Specialist - Oracle
Brian Macdonald Big Data & Analytics Specialist - Oracle Improving Predictive Model Development Time with R and Oracle Big Data Discovery brian.macdonald@oracle.com Copyright 2015, Oracle and/or its affiliates.
More informationWebFOCUS: Business Intelligence and Analytics Platform
WebFOCUS: Business Intelligence and Analytics Platform Strategic BI and Analytics for the Enterprise Features Extensive self-service for everyone Powerful browser-based authoring tool Create reusable analytical
More informationReduce Money Laundering Risks with Rapid, Predictive Insights
SOLUTION brief Digital Bank of the Future Financial Services Reduce Money Laundering Risks with Rapid, Predictive Insights Executive Summary Money laundering is the process by which the illegal origin
More informationIntegrating MATLAB Analytics into Enterprise Applications
Integrating MATLAB Analytics into Enterprise Applications David Willingham 2015 The MathWorks, Inc. 1 Run this link. http://bit.ly/matlabapp 2 Key Takeaways 1. What is Enterprise Integration 2. What is
More informationSAS ANALYTICS AND OPEN SOURCE
GUIDEBOOK SAS ANALYTICS AND OPEN SOURCE April 2014 2014 Nucleus Research, Inc. Reproduction in whole or in part without written permission is prohibited. THE BOTTOM LINE Many organizations balance open
More informationMachine-generated data: creating new opportunities for utilities, mobile and broadcast networks
APPLICATION BRIEF Machine-generated data: creating new opportunities for utilities, mobile and broadcast networks Electronic devices generate data every millisecond they are in operation. This data is
More informationDesign of material management system of mining group based on Hadoop
IOP Conference Series: Earth and Environmental Science PAPER OPEN ACCESS Design of material system of mining group based on Hadoop To cite this article: Zhiyuan Xia et al 2018 IOP Conf. Ser.: Earth Environ.
More informationTIBCO Live Datamart providing an operational command and control center in a virtual train application.
TIBCO Live Datamart BENEFITS Serve your real-time application needs with a purpose-built live data mart that continuously pushes the right data to the right clients. Detect problems when they happen by
More informationCloud Based Analytics for SAP
Cloud Based Analytics for SAP Gary Patterson, Global Lead for Big Data About Virtustream A Dell Technologies Business 2,300+ employees 20+ data centers Major operations in 10 countries One of the fastest
More informationExploring the Benefits of the Modernized Data Warehouse Philip Russom
Exploring the Benefits of the Modernized Data Warehouse Philip Russom TDWI Research Director for Data Management October 8, 2014 Sponsor 2 Speakers Philip Russom TDWI Research Director, Data Management
More informationImplementing a Data Warehouse with Microsoft SQL Server
Implementing a Data Warehouse with Microsoft SQL Server Course 20463D 5 Days Instructor-led, Hands-on Course Description In this five day instructor-led course, you will learn how to implement a data warehouse
More informationOracle Autonomous Data Warehouse Cloud
Oracle Autonomous Data Warehouse Cloud 1 Lower Cost, Increase Reliability and Performance to Extract More Value from Your Data With Oracle Autonomous Database Cloud Service for Data Warehouse Today s leading-edge
More informationRay M Sugiarto MAPR Champion Indonesia
Ray M Sugiarto MAPR Champion Indonesia 0815 167 2882 2015 MapR Technologies 2015 MapR Technologies 1 Why Big Data? University of Texas: The median Fortune 1000 company could increase its revenue by more
More informationKonica Minolta Business Innovation Center
Konica Minolta Business Innovation Center Advance Technology/Big Data Lab May 2016 2 2 3 4 4 Konica Minolta BIC Technology and Research Initiatives Data Science Program Technology Trials (Technology partner
More informationHortonworks Powering the Future of Data
Hortonworks Powering the Future of Simon Gregory Vice President Eastern Europe, Middle East & Africa 1 Hortonworks Inc. 2011 2016. All Rights Reserved MASTER THE VALUE OF DATA EVERY BUSINESS IS A DATA
More informationTransforming Big Data to Business Benefits
Transforming Big Data to Business Benefits Automagical EDW to Big Data Migration BI at the Speed of Thought Stream Processing + Machine Learning Platform Table of Contents Introduction... 3 Case Study:
More information