Big Data and Analytics in Government

Size: px
Start display at page:

Download "Big Data and Analytics in Government"

Transcription

1 Big Data and Analytics in Government Nov 29, 2012 Mark Johnson Director, Engineered Systems Program 2

2 Agenda What Big Data Is Government Big Data Use Cases Building a Complete Information Solution Conclusion 3

3 The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, and timing of any features or functionality described for Oracle s products remain at the sole discretion of Oracle. 4 Copyright , Oracle Oracle Corporation and/or its Proprietary affiliates. All and rights Confidential reserved.

4 Big Data Summary 5

5 Big Data Defined Big data: techniques and technologies that enable organizations to effectively and economically analyze all of their data 6

6 90% Of the World s Data Has Been Created in the Last 2 Years 7

7 And That Data is Estimated to Grow 50X 50X 2020 By 8

8 Social Data Generated Every Minute 571 New Websites 695,000 Status updates 510,040 2,000,000 Comments Search Queries 204,166,667 s 9

9 Big Data Buzz Why big data is a big deal InfoWorld 9/1/11 Keeping Afloat in a Sea of 'Big Data ITBusinessEdge 9/6/11 The challenge and opportunity of big data McKinsey Quarterly 5/11 Getting a Handle on Big Data with Hadoop Businessweek-9/7/11 Ten reasons why Big Data will change the travel industry Tnooz -8/15/11 The promise of Big Data Intelligent Utility-8/28/11 10

10 What is Big Data? 11

11 What Makes it Big Data? VOLUME Very large quantities of data VELOCITY Extremely fast streams of data VARIETY Wide range of datatype characteristics 12

12 IS HARD TO FIND VOLUME VELOCITY VARIETY 13

13 Big Data - Tools Social Data Hadoop (Map/Reduce) 14

14 A Map/Reduce Pipeline INPUT MAP MAP MAP MAP MAP SHUFFLE /SORT REDUCE REDUCE REDUCE OUTPUT Hurricane (2) Sandy (1) Hurricane (1) Flooding (2) Sandy (1) Water(1) Flooding (1) Flooding (3) Hurricane (3) Sandy (2) Water (1) 15

15 Big Data Tools Add to Existing Toolsets New ways of processing data we couldn t access before 16

16 Government Big Data Use Cases 17

17 Big Data in Public Sector Fraud Prevention Revenue Management Constituent Sentiment Threat Identification Economic Analysis Healthcare Regulatory Compliance, Licensing & Law Enforcement Open Government Maintenance & Utilities 18

18 Predictive Policing Where is a violent crime likely to occur? Use Case Weather - recent and forecasted Retrieved from the National Weather Service during nightly ETL processes Contact Cards 911 Calls Incidents Arrests Day of Week Date of Month 19

19 Big Data to detect Sales Tax Fraud Potential revenue losses approach $2.8B/year in one state Use Case Supply Data Credit Info Labor Costs Tax Databases 20

20 Big Data for Building Audits Targeting over-occupied buildings Use Case Neighborhood Socioeconomic Status Foreclosure Proceedings Tax Delinquency Year of Construction New York City improved audit rates from 13% to over 70% 21

21 Big Data in Healthcare Find relationship between gene to cancer interaction Use Case Cross-referenced the relationships between genes and five major cancer types across 20 million medical publication abstracts Cross-referenced genes from 60Million patients and mirna for a simulated 900Million population. Understanding additional layers of the pathways these genes operate in and the drugs that target them is expected to help researchers in their work 22

22 Policy Implications of Big Data in Government What information can/should the government collect & aggregate? How is that information (and the resultant data) protected? How are errors identified & corrected? How is data collected by private companies accessed? Which government agencies can use the data? Etc 23

23 Building a Unified Information Management Solution 24

24 BIG DATA LIFECYCLE NEW REQUIREMENTS DECIDE ACQUIRE New Tools for Acquiring & Organizing Information Easy Integration of New Infrastructure In-memory Processing ANALYZE ORGANIZE Advanced Analytics 25

25 Footprint in Most Organizations Today Historic Source of Truth Data Warehouse / Data Marts Reporting, Query and Analysis Tools Business Intelligence Tools ERP, CRM & Other Transactional Apps 26

26 Goal: Make an Informed Recommendation Structured Sources Unstructured Sources Constituent Analytics Constituent History Constituent Behavior Sentiment & Influence Real-Time Recommendations Job Analytics Position Inventory + Channel Impact Job Placement Analytics Search Promotions 27

27 Using all Data to Understand Constituents Data Warehouse Employment Site Website Logs & Data NoSQL DB 28

28 Discovering Valuable Data Knowledge Discovery Engine Structured Data Warehouse Unstructured Semi-structured High Volume Distributed File System Website Logs & Data NoSQL DB 29

29 Information Discovery Engine Overview Searc h Guided Navigatio n Analytics 30

30 Information Discovery Case Study 31

31 Information Discovery Case Study 32

32 Valuable Data Found Now Store it Securely Persistent Data Store for All Data of Value Knowledge Discovery Engine Data Warehouse Discoveries High Volume Distributed File System MapReduce code separates valued data, then sent to via specialized adapters to Data Warehouse Website Logs & Data NoSQL DB 33

33 Deploy Widely Available Reports & Analytics Persistent Data Store for All Data of Value + In-DB Analytics Knowledge Discovery Engine Data Warehouse BI Tools and Dashboards Enterprise-class for reporting & analysis High Volume Distributed File System MapReduce code separates valued data, then sent to via specialized adapters to Data Warehouse Website Logs & Data NoSQL DB 34

34 Feed the Recommendation Engine Persistent Data Store for All Data of Value + In-DB Analytics Knowledge Discovery Engine Data Warehouse BI Tools and Dashboards Update Website Recommendations High Volume Distributed File System MapReduce code separates valued data, then sent to via specialized adapters to Data Warehouse Real-Time Analytics and Recommendations Website Logs & Data NoSQL DB 35

35 Make Well-Tuned Real-Time Recommendations Persistent Data Store for All Data of Value + In-DB Analytics Knowledge Discovery Engine Data Warehouse BI Tools and Dashboards High Volume Distributed File System MapReduce code separates valued data, then sent to via specialized adapters to Data Warehouse Location & User Profile Real-Time Analytics and Recommendations Recommend Website Logs & Data NoSQL DB 36

36 Summary 37

37 Comprehensive Data Reference Architecture Information Analysis Data Discovery Statistical Analysis Reporting Data Mining In-DB MapReduce Descriptive Analytics Predictive Analytics (In-Database) Semantic Analysis Dashboards Text Mining & Sentiment Analysis Mobile BI Spatial Information Provisioning Big Data Processing & Discovery Massive Unstructured Data Big Data & Stream Processing Processing Information Discovery Data Conversion Operational Database Data Warehouse Massive Unstructured & Structured Data Access, Conversion, and Storage Data Sources Distributed File Systems NoSQL Faceted Unstructured Data Streams Relational Spatial/Relational Real-Time and/or Batch Information Acquisition (Ingestion) Original Data Sources 38 Documents Multimedia Web & Social Media SMS Machine-Generated

38 How do I Start? Think Big and Start Small Find a question or requirement that your organization has been wrestling with responding to Establish a clear scope Try for a quick win Use tools to flatten the initial learning curve Setting up a Hadoop cluster is a specialized skill set Scale up as necessary 39

39 40

40 41

Advanced Fraud Detection & Prevention Through Big Data

Advanced Fraud Detection & Prevention Through Big Data Advanced Fraud Detection & Prevention Through Big Data Mark Johnson Director, Engineered Systems, Oracle Public Sector 1 Copyright 2011, Oracle and/or its affiliates. All rights reserved. The following

More information

Survey of Big Data Architecture and Framework from the Industry

Survey of Big Data Architecture and Framework from the Industry Survey of Big Data Architecture and Framework from the Industry NIST Big Data Public Working Group Sanjay Mishra May13, 2014 3/19/2014 NIST Big Data Public Working Group 1 NIST BD PWG Survey of Big Data

More information

An Integrated Big Data & Analytics Infrastructure June 14, 2012 Robert Stackowiak, VP Oracle ESG Data Systems Architecture

An Integrated Big Data & Analytics Infrastructure June 14, 2012 Robert Stackowiak, VP Oracle ESG Data Systems Architecture An Integrated Big Data & Analytics Infrastructure June 14, 2012 Robert Stackowiak, VP ESG Data Systems Architecture Big Data & Analytics as a Service Components Unstructured Data / Sparse Data of Value

More information

Architecting for the Internet of Things & Big Data

Architecting for the Internet of Things & Big Data Architecting for the Internet of Things & Big Data Robert Stackowiak, Oracle North America, VP Information Architecture & Big Data September 29, 2014 Safe Harbor Statement The following is intended to

More information

Big Data Are You Ready? Thomas Kyte http://asktom.oracle.com

Big Data Are You Ready? Thomas Kyte http://asktom.oracle.com Big Data Are You Ready? Thomas Kyte http://asktom.oracle.com The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated

More information

Big Data Are You Ready? Jorge Plascencia Solution Architect Manager

Big Data Are You Ready? Jorge Plascencia Solution Architect Manager Big Data Are You Ready? Jorge Plascencia Solution Architect Manager Big Data: The Datafication Of Everything Thoughts Devices Processes Thoughts Things Processes Run the Business Organize data to do something

More information

An Integrated Analytics & Big Data Infrastructure September 21, 2012 Robert Stackowiak, Vice President Data Systems Architecture Oracle Enterprise

An Integrated Analytics & Big Data Infrastructure September 21, 2012 Robert Stackowiak, Vice President Data Systems Architecture Oracle Enterprise An Integrated Analytics & Big Data Infrastructure September 21, 2012 Robert Stackowiak, Vice President Data Systems Architecture Oracle Enterprise Solutions Group The following is intended to outline our

More information

5 Keys to Unlocking the Big Data Analytics Puzzle. Anurag Tandon Director, Product Marketing March 26, 2014

5 Keys to Unlocking the Big Data Analytics Puzzle. Anurag Tandon Director, Product Marketing March 26, 2014 5 Keys to Unlocking the Big Data Analytics Puzzle Anurag Tandon Director, Product Marketing March 26, 2014 1 A Little About Us A global footprint. A proven innovator. A leader in enterprise analytics for

More information

Big Data and Your Data Warehouse Philip Russom

Big Data and Your Data Warehouse Philip Russom Big Data and Your Data Warehouse Philip Russom TDWI Research Director for Data Management April 5, 2012 Sponsor Speakers Philip Russom Research Director, Data Management, TDWI Peter Jeffcock Director,

More information

Safe Harbor Statement

Safe Harbor Statement Defining a Roadmap to Big Data Success Robert Stackowiak, Oracle Vice President, Big Data 17 November 2015 Safe Harbor Statement The following is intended to outline our general product direction. It is

More information

Simplifying Big Data Analytics: Unifying Batch and Stream Processing. John Fanelli,! VP Product! In-Memory Compute Summit! June 30, 2015!!

Simplifying Big Data Analytics: Unifying Batch and Stream Processing. John Fanelli,! VP Product! In-Memory Compute Summit! June 30, 2015!! Simplifying Big Data Analytics: Unifying Batch and Stream Processing John Fanelli,! VP Product! In-Memory Compute Summit! June 30, 2015!! Streaming Analy.cs S S S Scale- up Database Data And Compute Grid

More information

Architecting your Business for Big Data Your Bridge to a Modern Information Architecture

Architecting your Business for Big Data Your Bridge to a Modern Information Architecture Architecting your Business for Big Data Your Bridge to a Modern Information Architecture Robert Stackowiak Vice President, Information Architecture & Big Data Oracle Safe Harbor Statement The following

More information

Oracle Database - Engineered for Innovation. Sedat Zencirci Teknoloji Satış Danışmanlığı Direktörü Türkiye ve Orta Asya

Oracle Database - Engineered for Innovation. Sedat Zencirci Teknoloji Satış Danışmanlığı Direktörü Türkiye ve Orta Asya Oracle Database - Engineered for Innovation Sedat Zencirci Teknoloji Satış Danışmanlığı Direktörü Türkiye ve Orta Asya Oracle Database 11g Release 2 Shipping since September 2009 11.2.0.3 Patch Set now

More information

Introducing Oracle Exalytics In-Memory Machine

Introducing Oracle Exalytics In-Memory Machine Introducing Oracle Exalytics In-Memory Machine Jon Ainsworth Director of Business Development Oracle EMEA Business Analytics 1 Copyright 2011, Oracle and/or its affiliates. All rights Agenda Topics Oracle

More information

Oracle Business Analytics Overview

Oracle Business Analytics Overview Oracle Business Analytics Overview Markus Päivinen Business Analytics Country Leader, Finland May 2014 1 Presentation content What are the requirements for modern BI Trend in Business Analytics Big Data

More information

Oracle Big Data Strategy Simplified Infrastrcuture

Oracle Big Data Strategy Simplified Infrastrcuture Big Data Oracle Big Data Strategy Simplified Infrastrcuture Selim Burduroğlu Global Innovation Evangelist & Architect Education & Research Industry Business Unit Oracle Confidential Internal/Restricted/Highly

More information

Big Data Big Deal for Public Sector Organizations

Big Data Big Deal for Public Sector Organizations Big Data Big Deal for Public Sector Organizations Hoàng Xuân Hiếu Director, FAB & Government Business Indochina & Myanmar 1 Copyright 2013, Oracle and/or its affiliates. All rights reserved. The following

More information

Traditional BI vs. Business Data Lake A comparison

Traditional BI vs. Business Data Lake A comparison Traditional BI vs. Business Data Lake A comparison The need for new thinking around data storage and analysis Traditional Business Intelligence (BI) systems provide various levels and kinds of analyses

More information

VIEWPOINT. High Performance Analytics. Industry Context and Trends

VIEWPOINT. High Performance Analytics. Industry Context and Trends VIEWPOINT High Performance Analytics Industry Context and Trends In the digital age of social media and connected devices, enterprises have a plethora of data that they can mine, to discover hidden correlations

More information

Oracle s Big Data solutions. Roger Wullschleger.

Oracle s Big Data solutions. Roger Wullschleger. <Insert Picture Here> s Big Data solutions Roger Wullschleger DBTA Workshop on Big Data, Cloud Data Management and NoSQL 10. October 2012, Stade de Suisse, Berne 1 The following is intended to outline

More information

Executive Summary... 2 Introduction... 3. Defining Big Data... 3. The Importance of Big Data... 4 Building a Big Data Platform...

Executive Summary... 2 Introduction... 3. Defining Big Data... 3. The Importance of Big Data... 4 Building a Big Data Platform... Executive Summary... 2 Introduction... 3 Defining Big Data... 3 The Importance of Big Data... 4 Building a Big Data Platform... 5 Infrastructure Requirements... 5 Solution Spectrum... 6 Oracle s Big Data

More information

This Symposium brought to you by www.ttcus.com

This Symposium brought to you by www.ttcus.com This Symposium brought to you by www.ttcus.com Linkedin/Group: Technology Training Corporation @Techtrain Technology Training Corporation www.ttcus.com Big Data Analytics as a Service (BDAaaS) Big Data

More information

An Oracle White Paper October 2011. Oracle: Big Data for the Enterprise

An Oracle White Paper October 2011. Oracle: Big Data for the Enterprise An Oracle White Paper October 2011 Oracle: Big Data for the Enterprise Executive Summary... 2 Introduction... 3 Defining Big Data... 3 The Importance of Big Data... 4 Building a Big Data Platform... 5

More information

Oracle Data Integrator 12c (ODI12c) - Powering Big Data and Real-Time Business Analytics. An Oracle White Paper October 2013

Oracle Data Integrator 12c (ODI12c) - Powering Big Data and Real-Time Business Analytics. An Oracle White Paper October 2013 An Oracle White Paper October 2013 Oracle Data Integrator 12c (ODI12c) - Powering Big Data and Real-Time Business Analytics Introduction: The value of analytics is so widely recognized today that all mid

More information

2015 Analyst and Advisor Summit. Advanced Data Analytics Dr. Rod Fontecilla Vice President, Application Services, Chief Data Scientist

2015 Analyst and Advisor Summit. Advanced Data Analytics Dr. Rod Fontecilla Vice President, Application Services, Chief Data Scientist 2015 Analyst and Advisor Summit Advanced Data Analytics Dr. Rod Fontecilla Vice President, Application Services, Chief Data Scientist Agenda Key Facts Offerings and Capabilities Case Studies When to Engage

More information

An Oracle White Paper September 2014. Oracle: Big Data for the Enterprise

An Oracle White Paper September 2014. Oracle: Big Data for the Enterprise An Oracle White Paper September 2014 Oracle: Big Data for the Enterprise Executive Summary... 2 Introduction... 3 Defining Big Data... 3 The Importance of Big Data... 4 Building a Big Data Platform...

More information

An Oracle White Paper June 2013. Oracle: Big Data for the Enterprise

An Oracle White Paper June 2013. Oracle: Big Data for the Enterprise An Oracle White Paper June 2013 Oracle: Big Data for the Enterprise Executive Summary... 2 Introduction... 3 Defining Big Data... 3 The Importance of Big Data... 4 Building a Big Data Platform... 5 Infrastructure

More information

Big Data: Are You Ready? Kevin Lancaster

Big Data: Are You Ready? Kevin Lancaster Big Data: Are You Ready? Kevin Lancaster Director, Engineered Systems Oracle Europe, Middle East & Africa 1 A Data Explosion... Traditional Data Sources Billing engines Custom developed New, Non-Traditional

More information

Real Time Big Data Processing

Real Time Big Data Processing Real Time Big Data Processing Cloud Expo 2014 Ian Meyers Amazon Web Services Global Infrastructure Deployment & Administration App Services Analytics Compute Storage Database Networking AWS Global Infrastructure

More information

Big Data and New Paradigms in Information Management. Vladimir Videnovic Institute for Information Management

Big Data and New Paradigms in Information Management. Vladimir Videnovic Institute for Information Management Big Data and New Paradigms in Information Management Vladimir Videnovic Institute for Information Management 2 "I am certainly not an advocate for frequent and untried changes laws and institutions must

More information

How the oil and gas industry can gain value from Big Data?

How the oil and gas industry can gain value from Big Data? How the oil and gas industry can gain value from Big Data? Arild Kristensen Nordic Sales Manager, Big Data Analytics arild.kristensen@no.ibm.com, tlf. +4790532591 April 25, 2013 2013 IBM Corporation Dilbert

More information

Oracle Big Data Building A Big Data Management System

Oracle Big Data Building A Big Data Management System Oracle Big Building A Big Management System Copyright 2015, Oracle and/or its affiliates. All rights reserved. Effi Psychogiou ECEMEA Big Product Director May, 2015 Safe Harbor Statement The following

More information

Tax Fraud in Increasing

Tax Fraud in Increasing Preventing Fraud with Through Analytics Satya Bhamidipati Data Scientist Business Analytics Product Group Copyright 2014 Oracle and/or its affiliates. All rights reserved. 2 Tax Fraud in Increasing 27%

More information

IT Workload Automation: Control Big Data Management Costs with Cisco Tidal Enterprise Scheduler

IT Workload Automation: Control Big Data Management Costs with Cisco Tidal Enterprise Scheduler White Paper IT Workload Automation: Control Big Data Management Costs with Cisco Tidal Enterprise Scheduler What You Will Learn Big data environments are pushing the performance limits of business processing

More information

Collaborative Big Data Analytics. Copyright 2012 EMC Corporation. All rights reserved.

Collaborative Big Data Analytics. Copyright 2012 EMC Corporation. All rights reserved. Collaborative Big Data Analytics 1 Big Data Is Less About Size, And More About Freedom TechCrunch!!!!!!!!! Total data: bigger than big data 451 Group Findings: Big Data Is More Extreme Than Volume Gartner!!!!!!!!!!!!!!!

More information

Cloudera Enterprise Data Hub in Telecom:

Cloudera Enterprise Data Hub in Telecom: Cloudera Enterprise Data Hub in Telecom: Three Customer Case Studies Version: 103 Table of Contents Introduction 3 Cloudera Enterprise Data Hub for Telcos 4 Cloudera Enterprise Data Hub in Telecom: Customer

More information

Are You Big Data Ready?

Are You Big Data Ready? ACS 2015 Annual Canberra Conference Are You Big Data Ready? Vladimir Videnovic Business Solutions Director Oracle Big Data and Analytics Introduction Introduction What is Big Data? If you can't explain

More information

Data Virtualization A Potential Antidote for Big Data Growing Pains

Data Virtualization A Potential Antidote for Big Data Growing Pains perspective Data Virtualization A Potential Antidote for Big Data Growing Pains Atul Shrivastava Abstract Enterprises are already facing challenges around data consolidation, heterogeneity, quality, and

More information

SAP Database Strategy Overview. Uwe Grigoleit September 2013

SAP Database Strategy Overview. Uwe Grigoleit September 2013 SAP base Strategy Overview Uwe Grigoleit September 2013 SAP s In-Memory and management Strategy Big- in Business-Context: Are you harnessing the opportunity? Mobile Transactions Things Things Instant Messages

More information

Where is... How do I get to...

Where is... How do I get to... Big Data, Fast Data, Spatial Data Making Sense of Location Data in a Smart City Hans Viehmann Product Manager EMEA ORACLE Corporation August 19, 2015 Copyright 2014, Oracle and/or its affiliates. All rights

More information

Data Virtualization for Agile Business Intelligence Systems and Virtual MDM. To View This Presentation as a Video Click Here

Data Virtualization for Agile Business Intelligence Systems and Virtual MDM. To View This Presentation as a Video Click Here Data Virtualization for Agile Business Intelligence Systems and Virtual MDM To View This Presentation as a Video Click Here Agenda Data Virtualization New Capabilities New Challenges in Data Integration

More information

Big Data for Banking. Kaleem Chaudhry Senior Director, Sales Consulting, ASEAN. Copyright 2013, Oracle and/or its affiliates. All rights reserved.

Big Data for Banking. Kaleem Chaudhry Senior Director, Sales Consulting, ASEAN. Copyright 2013, Oracle and/or its affiliates. All rights reserved. Big Data for Banking Kaleem Chaudhry Senior Director, Sales Consulting, ASEAN Big Data in Financial Services Key Business Goals: Looking beyond the credit bureau report to assess consumer credit worthiness

More information

FOR A FEW TERABYTES MORE THE GOOD, THE BAD and THE BIG DATA. Cenk Kiral Senior Director of BI&EPM solutions ECEMEA region

FOR A FEW TERABYTES MORE THE GOOD, THE BAD and THE BIG DATA. Cenk Kiral Senior Director of BI&EPM solutions ECEMEA region FOR A FEW TERABYTES MORE THE GOOD, THE BAD and THE BIG DATA Cenk Kiral Senior Director of BI&EPM solutions ECEMEA region Big Data Buzz The promise of big data Intelligent Utility - 8/28/11 Big data, analytics

More information

Achieving Business Value through Big Data Analytics Philip Russom

Achieving Business Value through Big Data Analytics Philip Russom Achieving Business Value through Big Data Analytics Philip Russom TDWI Research Director for Data Management October 3, 2012 Sponsor 2 Speakers Philip Russom Research Director, Data Management, TDWI Brian

More information

Ganzheitliches Datenmanagement

Ganzheitliches Datenmanagement Ganzheitliches Datenmanagement für Hadoop Michael Kohs, Senior Sales Consultant @mikchaos The Problem with Big Data Projects in 2016 Relational, Mainframe Documents and Emails Data Modeler Data Scientist

More information

Hadoop Beyond Hype: Complex Adaptive Systems Conference Nov 16, 2012. Viswa Sharma Solutions Architect Tata Consultancy Services

Hadoop Beyond Hype: Complex Adaptive Systems Conference Nov 16, 2012. Viswa Sharma Solutions Architect Tata Consultancy Services Hadoop Beyond Hype: Complex Adaptive Systems Conference Nov 16, 2012 Viswa Sharma Solutions Architect Tata Consultancy Services 1 Agenda What is Hadoop Why Hadoop? The Net Generation is here Sizing the

More information

Big Data and Advanced Analytics Applications and Capabilities Steven Hagan, Vice President, Server Technologies

Big Data and Advanced Analytics Applications and Capabilities Steven Hagan, Vice President, Server Technologies Big Data and Advanced Analytics Applications and Capabilities Steven Hagan, Vice President, Server Technologies 1 Copyright 2011, Oracle and/or its affiliates. All rights Big Data, Advanced Analytics:

More information

The Future of Data Management

The Future of Data Management The Future of Data Management with Hadoop and the Enterprise Data Hub Amr Awadallah (@awadallah) Cofounder and CTO Cloudera Snapshot Founded 2008, by former employees of Employees Today ~ 800 World Class

More information

BIG DATA TECHNOLOGY. Hadoop Ecosystem

BIG DATA TECHNOLOGY. Hadoop Ecosystem BIG DATA TECHNOLOGY Hadoop Ecosystem Agenda Background What is Big Data Solution Objective Introduction to Hadoop Hadoop Ecosystem Hybrid EDW Model Predictive Analysis using Hadoop Conclusion What is Big

More information

SAP Predictive Analysis: Strategy, Value Proposition

SAP Predictive Analysis: Strategy, Value Proposition September 10-13, 2012 Orlando, Florida SAP Predictive Analysis: Strategy, Value Proposition Thomas B Kuruvilla, Solution Management, SAP Business Intelligence Scott Leaver, Solution Management, SAP Business

More information

Disrupt or be disrupted IT Driving Business Transformation

Disrupt or be disrupted IT Driving Business Transformation Disrupt or be disrupted IT Driving Business Transformation Gokula Mishra VP, Big Data & Advanced Analytics Business Analytics Product Group Copyright 2014 Oracle and/or its affiliates. All rights reserved.

More information

A New Era Of Analytic

A New Era Of Analytic Penang egovernment Seminar 2014 A New Era Of Analytic Megat Anuar Idris Head, Project Delivery, Business Analytics & Big Data Agenda Overview of Big Data Case Studies on Big Data Big Data Technology Readiness

More information

Some Economics of Cultural PSI: the Micro Perspective

Some Economics of Cultural PSI: the Micro Perspective Some Economics of Cultural PSI: the Micro Perspective Massimiliano Nuccio Research Affiliate ASK Bocconi Research Centre Bocconi University Milan - 10 October 2014 1 Agenda Which new sources of data can

More information

Big Data and Analytics 21 A Technical Perspective Abhishek Bhattacharya, Aditya Gandhi and Pankaj Jain November 2012

Big Data and Analytics 21 A Technical Perspective Abhishek Bhattacharya, Aditya Gandhi and Pankaj Jain November 2012 Big Data and Analytics 21 A Technical Perspective Abhishek Bhattacharya, Aditya Gandhi and Pankaj Jain November 2012 Between the dawn of civilization and 2003, the human race created 5 exabytes of data

More information

and NoSQL Data Governance for Regulated Industries Using Hadoop Justin Makeig, Director Product Management, MarkLogic October 2013

and NoSQL Data Governance for Regulated Industries Using Hadoop Justin Makeig, Director Product Management, MarkLogic October 2013 Data Governance for Regulated Industries Using Hadoop and NoSQL Justin Makeig, Director Product Management, MarkLogic October 2013 Who am I? Product Manager for 6 years at MarkLogic Background in FinServ

More information

High Performance Data Management Use of Standards in Commercial Product Development

High Performance Data Management Use of Standards in Commercial Product Development v2 High Performance Data Management Use of Standards in Commercial Product Development Jay Hollingsworth: Director Oil & Gas Business Unit Standards Leadership Council Forum 28 June 2012 1 The following

More information

MDM and Data Warehousing Complement Each Other

MDM and Data Warehousing Complement Each Other Master Management MDM and Warehousing Complement Each Other Greater business value from both 2011 IBM Corporation Executive Summary Master Management (MDM) and Warehousing (DW) complement each other There

More information

Oracle BI Application: Demonstrating the Functionality & Ease of use. Geoffrey Francis Naailah Gora

Oracle BI Application: Demonstrating the Functionality & Ease of use. Geoffrey Francis Naailah Gora Oracle BI Application: Demonstrating the Functionality & Ease of use Geoffrey Francis Naailah Gora Agenda Oracle BI & BI Apps Overview Demo: Procurement & Spend Analytics Creating a ad-hoc report Copyright

More information

Demystifying Big Data Government Agencies & The Big Data Phenomenon

Demystifying Big Data Government Agencies & The Big Data Phenomenon Demystifying Big Data Government Agencies & The Big Data Phenomenon Today s Discussion If you only remember four things 1 Intensifying business challenges coupled with an explosion in data have pushed

More information

G-Cloud Big Data Suite Powered by Pivotal. December 2014. G-Cloud. service definitions

G-Cloud Big Data Suite Powered by Pivotal. December 2014. G-Cloud. service definitions G-Cloud Big Data Suite Powered by Pivotal December 2014 G-Cloud service definitions TABLE OF CONTENTS Service Overview... 3 Business Need... 6 Our Approach... 7 Service Management... 7 Vendor Accreditations/Awards...

More information

Hadoop and Data Warehouse Friends, Enemies or Profiteers? What about Real Time?

Hadoop and Data Warehouse Friends, Enemies or Profiteers? What about Real Time? Hadoop and Data Warehouse Friends, Enemies or Profiteers? What about Real Time? Kai Wähner kwaehner@tibco.com @KaiWaehner www.kai-waehner.de Disclaimer! These opinions are my own and do not necessarily

More information

Big Data & Analytics Reference Architecture

Big Data & Analytics Reference Architecture An Oracle White Paper September 2013 Oracle Enterprise Transformation Solutions Series Big Data & Analytics Reference Architecture Executive Overview... 3 Introduction... 5 Reference Architecture Conceptual

More information

Big Data. Fast Forward. Putting data to productive use

Big Data. Fast Forward. Putting data to productive use Big Data Putting data to productive use Fast Forward What is big data, and why should you care? Get familiar with big data terminology, technologies, and techniques. Getting started with big data to realize

More information

Big Data Primer. Andrew Mendelsohn, SVP Database April 12, 2012

Big Data Primer. Andrew Mendelsohn, SVP Database April 12, 2012 Big Data Primer Andrew Mendelsohn, SVP Database April 12, 2012 Safe Harbor Statement "Safe Harbor" Statement: Statements in this presentation relating to Oracle's future plans, expectations, beliefs, intentions

More information

May 2015 Robert Gibbon & Jochen Stroobants

May 2015 Robert Gibbon & Jochen Stroobants May 2015 Robert Gibbon & Jochen Stroobants 1 Robert Gibbon Founder at Big Industries Technical solution architect Hands on knowledge of Big Data design, build and operation Hadoop guru Jochen Stroobants

More information

Integrating a Big Data Platform into Government:

Integrating a Big Data Platform into Government: Integrating a Big Data Platform into Government: Drive Better Decisions for Policy and Program Outcomes John Haddad, Senior Director Product Marketing, Informatica Digital Government Institute s Government

More information

Data Refinery with Big Data Aspects

Data Refinery with Big Data Aspects International Journal of Information and Computation Technology. ISSN 0974-2239 Volume 3, Number 7 (2013), pp. 655-662 International Research Publications House http://www. irphouse.com /ijict.htm Data

More information

Klarna Tech Talk: Mind the Data! Jeff Pollock InfoSphere Information Integration & Governance

Klarna Tech Talk: Mind the Data! Jeff Pollock InfoSphere Information Integration & Governance Klarna Tech Talk: Mind the Data! Jeff Pollock InfoSphere Information Integration & Governance IBM s statements regarding its plans, directions, and intent are subject to change or withdrawal without notice

More information

Big Data. Tom Plunkett Senior Consultant

Big Data. Tom Plunkett Senior Consultant Big Data Tom Plunkett Senior Consultant 2 Copyright 2013, Oracle and/or its affiliates. All rights reserved. Big Data in Healthcare Find relationship between gene to cancer interaction Use Case Cross-referenced

More information

Enhance Collaboration and Data Sharing for Faster Decisions and Improved Mission Outcome

Enhance Collaboration and Data Sharing for Faster Decisions and Improved Mission Outcome Enhance Collaboration and Data Sharing for Faster Decisions and Improved Mission Outcome Richard Breakiron Senior Director, Cyber Solutions Rbreakiron@vion.com Office: 571-353-6127 / Cell: 803-443-8002

More information

Oracle Big Data Discovery Unlock Potential in Big Data Reservoir

Oracle Big Data Discovery Unlock Potential in Big Data Reservoir Oracle Big Data Discovery Unlock Potential in Big Data Reservoir Gokula Mishra Premjith Balakrishnan Business Analytics Product Group September 29, 2014 Copyright 2014, Oracle and/or its affiliates. All

More information

Big Data Analytics Platform @ Nokia

Big Data Analytics Platform @ Nokia Big Data Analytics Platform @ Nokia 1 Selecting the Right Tool for the Right Workload Yekesa Kosuru Nokia Location & Commerce Strata + Hadoop World NY - Oct 25, 2012 Agenda Big Data Analytics Platform

More information

The 4 Pillars of Technosoft s Big Data Practice

The 4 Pillars of Technosoft s Big Data Practice beyond possible Big Use End-user applications Big Analytics Visualisation tools Big Analytical tools Big management systems The 4 Pillars of Technosoft s Big Practice Overview Businesses have long managed

More information

SAP Predictive Analysis: Strategy, Value Proposition

SAP Predictive Analysis: Strategy, Value Proposition September 10-13, 2012 Orlando, Florida SAP Predictive Analysis: Strategy, Value Proposition Charles Gadalla, Solution Management, SAP Business Intelligence Manavendra Misra, Chief Knowledge Officer, Cognilytics

More information

New Clinical Research & Care Opportunities Through Big Data Informatics

New Clinical Research & Care Opportunities Through Big Data Informatics New Clinical Research & Care Opportunities Through Big Data Informatics Gregory A. Jones Chief Technology Officer Health Sciences Global Business Unit September 2014 Safe Harbor Statement The following

More information

Bringing Strategy to Life Using an Intelligent Data Platform to Become Data Ready. Informatica Government Summit April 23, 2015

Bringing Strategy to Life Using an Intelligent Data Platform to Become Data Ready. Informatica Government Summit April 23, 2015 Bringing Strategy to Life Using an Intelligent Platform to Become Ready Informatica Government Summit April 23, 2015 Informatica Solutions Overview Power the -Ready Enterprise Government Imperatives Improve

More information

Mastering Big Data. Steve Hoskin, VP and Chief Architect INFORMATICA MDM. October 2015

Mastering Big Data. Steve Hoskin, VP and Chief Architect INFORMATICA MDM. October 2015 Mastering Big Data Steve Hoskin, VP and Chief Architect INFORMATICA MDM October 2015 Agenda About Big Data MDM and Big Data The Importance of Relationships Big Data Use Cases About Big Data Big Data is

More information

Big Data in the Nordics 2012

Big Data in the Nordics 2012 Big Data in the Nordics 2012 A survey about increasing data volumes and Big Data analysis among private and governmental organizations in Sweden, Norway, Denmark and Finland. Unexplored Big Data Potential

More information

Big Data Use Cases. To Start Today. Paul Scholey Sales Director, EMEA. 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555

Big Data Use Cases. To Start Today. Paul Scholey Sales Director, EMEA. 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 Big Use Cases To Start Today Paul Scholey Sales Director, EMEA 1 Exabytes of We all know the amount of data in the world is growing exponentially 40000 30000 YOU ARE HERE 20000 FROM 2010 TO 2015 77% of

More information

ROME, 17-10-2013 BIG DATA ANALYTICS

ROME, 17-10-2013 BIG DATA ANALYTICS ROME, 17-10-2013 BIG DATA ANALYTICS BIG DATA FOUNDATIONS Big Data is #1 on the 2012 and the 2013 list of most ambiguous terms - Global language monitor 2 BIG DATA FOUNDATIONS Big Data refers to data sets

More information

Practical Approaches to Big Data & Analytics: From Infrastructure to

Practical Approaches to Big Data & Analytics: From Infrastructure to 2014 Cisco and/or its affiliates. All rights reserved. Practical Approaches to Big Data & Analytics: From Infrastructure to Applications Kapil Bakshi Distinguished Architect, Cisco System Digital Government

More information

Making Sense of Big Data in Insurance

Making Sense of Big Data in Insurance Making Sense of Big Data in Insurance Amir Halfon, CTO, Financial Services, MarkLogic Corporation BIG DATA?.. SLIDE: 2 The Evolution of Data Management For your application data! Application- and hardware-specific

More information

Turn "Big Data" into Business Value with Real-Time BI. Timo Elliott, March 2012

Turn Big Data into Business Value with Real-Time BI. Timo Elliott, March 2012 Turn "Big Data" into Business Value with Real-Time BI Timo Elliott, March 2012 1 Legal Disclaimer The information in this presentation is confidential and proprietary to SAP and may not be disclosed without

More information

Management Accountants and IT Professionals providing Better Information = BI = Business Intelligence. Peter Simons peter.simons@cimaglobal.

Management Accountants and IT Professionals providing Better Information = BI = Business Intelligence. Peter Simons peter.simons@cimaglobal. Management Accountants and IT Professionals providing Better Information = BI = Business Intelligence Peter Simons peter.simons@cimaglobal.com Agenda Management Accountants? The need for Better Information

More information

Understanding Data Warehouse Needs Session #1568 Trends, Issues and Capabilities

Understanding Data Warehouse Needs Session #1568 Trends, Issues and Capabilities Understanding Data Warehouse Needs Session #1568 Trends, Issues and Capabilities Dr. Frank Capobianco Advanced Analytics Consultant Teradata Corporation Tracy Spadola CPCU, CIDM, FIDM Practice Lead - Insurance

More information

Big Data Use Cases Update

Big Data Use Cases Update Big Data Use Cases Update Sanat Joshi Industry Solutions Manufacturing Industries Business Unit 1 Data Explosion Web & social networks experienced it first Infographic by Go-gulf.com 2 Number Of Connected

More information

Independent process platform

Independent process platform Independent process platform Megatrend in infrastructure software Dr. Wolfram Jost CTO February 22, 2012 2 Agenda Positioning BPE Strategy Cloud Strategy Data Management Strategy ETS goes Mobile Each layer

More information

IBM AND NEXT GENERATION ARCHITECTURE FOR BIG DATA & ANALYTICS!

IBM AND NEXT GENERATION ARCHITECTURE FOR BIG DATA & ANALYTICS! The Bloor Group IBM AND NEXT GENERATION ARCHITECTURE FOR BIG DATA & ANALYTICS VENDOR PROFILE The IBM Big Data Landscape IBM can legitimately claim to have been involved in Big Data and to have a much broader

More information

The Principles of the Business Data Lake

The Principles of the Business Data Lake The Principles of the Business Data Lake The Business Data Lake Culture eats Strategy for Breakfast, so said Peter Drucker, elegantly making the point that the hardest thing to change in any organization

More information

Hadoop Evolution In Organizations. Mark Vervuurt Cluster Data Science & Analytics

Hadoop Evolution In Organizations. Mark Vervuurt Cluster Data Science & Analytics In Organizations Mark Vervuurt Cluster Data Science & Analytics AGENDA 1. Yellow Elephant 2. Data Ingestion & Complex Event Processing 3. SQL on Hadoop 4. NoSQL 5. InMemory 6. Data Science & Machine Learning

More information

A TECHNICAL WHITE PAPER ATTUNITY VISIBILITY

A TECHNICAL WHITE PAPER ATTUNITY VISIBILITY A TECHNICAL WHITE PAPER ATTUNITY VISIBILITY Analytics for Enterprise Data Warehouse Management and Optimization Executive Summary Successful enterprise data management is an important initiative for growing

More information

Extending Hyperion BI with the Oracle BI Server

<Insert Picture Here> Extending Hyperion BI with the Oracle BI Server Extending Hyperion BI with the Oracle BI Server Mark Ostroff Sr. BI Solutions Consultant Agenda Hyperion BI versus Hyperion BI with OBI Server Benefits of using Hyperion BI with the

More information

Oracle BI 10g: Analytics Overview

Oracle BI 10g: Analytics Overview Oracle BI 10g: Analytics Overview Student Guide D50207GC10 Edition 1.0 July 2007 D51731 Copyright 2007, Oracle. All rights reserved. Disclaimer This document contains proprietary information and is protected

More information

Operational Intelligence: Real-Time Business Analytics for Big Data Philip Russom

Operational Intelligence: Real-Time Business Analytics for Big Data Philip Russom Operational Intelligence: Real-Time Business Analytics for Big Data Philip Russom TDWI Research Director for Data Management August 14, 2012 Sponsor Speakers Philip Russom Research Director, Data Management,

More information

Business Analytics In a Big Data World Ted Malone Solutions Architect Data Platform and Cloud Microsoft Federal

Business Analytics In a Big Data World Ted Malone Solutions Architect Data Platform and Cloud Microsoft Federal Business Analytics In a Big Data World Ted Malone Solutions Architect Data Platform and Cloud Microsoft Federal Information has gone from scarce to super-abundant. That brings huge new benefits. The Economist

More information

Talend Big Data. Delivering instant value from all your data. Talend 2014 1

Talend Big Data. Delivering instant value from all your data. Talend 2014 1 Talend Big Data Delivering instant value from all your data Talend 2014 1 I may say that this is the greatest factor: the way in which the expedition is equipped. Roald Amundsen race to the south pole,

More information

Turn "Big Data" into Business Value with Real-Time BI. Timo Elliott, March 2012

Turn Big Data into Business Value with Real-Time BI. Timo Elliott, March 2012 Turn "Big Data" into Business Value with Real-Time BI Timo Elliott, March 2012 1 Legal Disclaimer The information in this presentation is confidential and proprietary to SAP and may not be disclosed without

More information

Large Scale/Big Data Federation & Virtualization: A Case Study

Large Scale/Big Data Federation & Virtualization: A Case Study Large Scale/Big Data Federation & Virtualization: A Case Study Vamsi Chemitiganti, Chief Solution Architect Derrick Kittler, Senior Solution Architect Bill Kemp, Senior Solution Architect Red Hat 06.29.12

More information

Datenverwaltung im Wandel - Building an Enterprise Data Hub with

Datenverwaltung im Wandel - Building an Enterprise Data Hub with Datenverwaltung im Wandel - Building an Enterprise Data Hub with Cloudera Bernard Doering Regional Director, Central EMEA, Cloudera Cloudera Your Hadoop Experts Founded 2008, by former employees of Employees

More information

Solve your toughest challenges with data mining

Solve your toughest challenges with data mining IBM Software IBM SPSS Modeler Solve your toughest challenges with data mining Use predictive intelligence to make good decisions faster Solve your toughest challenges with data mining Imagine if you could

More information