Two Recent LE Use Cases

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "Two Recent LE Use Cases"

Transcription

1 Two Recent LE Use Cases Case Study I Have A Bomb On This Plane (Miami Airport) In January 2012, an airline passenger tweeted she had a bomb on a Jet Blue commercial aircraft at the Miami International Airport. Within 3 minutes of detecting the Tweeted threat, a suspect was identified. TSA and FBI were immediately notified and the passenger was detained before the plane departed the gate. No bomb was found but the suspect did get her hashtag wish: #tostayinmiamialittlewhilelonger. Case Study 2012 SUPERBOWL Threat Just days before the 2012 Superbowl, "RulingElite" Tweeted he would carry out a biological attack designed to kill thousands of fans in the stadium. Out of one billion Tweets, our technology and tradecraft detected and reported this threat to authorities in real-time.

2 (Combining Social Monitoring with Social Analytics) Predictive Policing / Counter Terrorism Ingesting unrelated big data and finding the relationships!

3 Another Recent LE Use Case Asia Pacific Economic Cooperation (APEC)

4 Combining Social Monitoring and Analytics with Real-Time Dissemination (Professional Social Networking for the Public Safety Enterprise) Share new insights and knowledge across the Criminal Justice & Public Safety Enterprise

5 Looking Ahead We have an App For That! New Concepts - Public Safety App Store

6 Fire Department & Incident Command ebicard App Building Intelligence Mobile App to Upload Building Data Mobile Access to Retrieve Building Intelligence Real Time Updates Standardized Look & Feel Click On Map to Retrieve Building Data 2012 NFPA 1620 Standards 2015 IFC Emergency Preparedness Standards

7 The Competitive Advantage As the world continues to become more and more social competitive advantage will come to those who understand what s happening better than their peers and can directly connect it to their business outcomes and other useful pursuits. * The newly announced Big Data Research and Development Initiative. promises to help accelerate the pace of discovery in science and engineering, strengthen our national security, and transform teaching and learning by improving our ability to extract knowledge and insights from large and complex collections of digital data. *Source: How social media and big data will unleash what we know by Dion Hinchcliffe

8 What is Big Data? Big data is a term applied to data sets whose size is beyond the ability of commonly used software tools to capture, manage, and process the data effectively. Big data sizes currently range from a few dozen terabytes to many petabytes of data in a single data set.

9 How Big is BIG? Kilobytes (10 3 ) Megabytes (10 6 ) Gigabytes (10 9 ) Terabytes (10 12 ) Petabytes (10 15 ) Exabytes (10 18 ) Zettabytes (10 21 ) = 1,000,000,000,000,000,000,000 bytes = bytes = bytes A zettabyte is equal to 1 billion terabytes. A zettabyte is equal to 1 million petabytes.

10 How Big is BIG? All the printed material in the world = less than 20 petabytes Currently Google processes about 24 petabytes of data per day. The estimated size of the digital universe in 2011 was 1.8 zettabytes. It is predicted that between now and 2020, this will grow 44 fold (or 35 zettabytes per year!

11 Data: Big and Small Circa 1975 Transaction Data Circa 2010 Cloud Data 2,000 users = Huge 2,000 users = Tiny Smaller Data Sets (bytes) Highly Structured and Homogenous Data -- Relatively small tables Absolute consistency required Big Data (petabytes) Unstructured, complex blobs (images, voice, video, logs) does not constrain to tables, columns and rows Application responsiveness & scale trumps consistency

12 The 3V Factor Model of Big Data Volume -- amount of data Velocity -- speed of data in/out Variety -- range of data types, sources Volume Variety Velocity

13 Big Data Analytics Scalability (the problem) Which are all of the relevant data sources? What are the characteristics of the different data sources? Where these data sources reside? What is the capacity of host platforms? What is the reliability of host platforms? How interoperability between host platforms is defined?

14 Big Data Analytics Scalability (the emerging solution) If it is particionable, it is hadoopable.

15 The Blurring of Public, External and Internal Big Data (the problem)

16 The Blurring of Public, External and Internal Big Data (the emerging solution) Data Marking and Classification will ultimately allow: Distinguishing between the level of fidelity of public, external and internal data in the context of a complex big data analytical model. Defining the nature of the analytical results and identifying the boundary between facts and intelligence Identifying the boundary between public data use, external data stewardship and internal data ownership.

17 Big Data Equals Big Security Threats (the problem) Just like this data is potentially valuable to you, also it is valuable to an attacker. Some 1,271 government organizations and 1,931 private companies work on programs related to counterterrorism, homeland security and intelligence in about 10,000 locations across the United States publishing at least 50,000 reports each year. Approximately 854,000 people hold top-secret security clearances ( nearly 1.5 times as many people as live in Washington, D.C. ). Source: Big data: Information security downsides (and upsides too!) Source: Washington Post

18 Security and Big Data (the emerging solution) Start Defining the Security Model Now Security should be the first concern and not the last one Discovery and Classification Bringing security closer to the data is critical to its protection Consistent Security Controls Centralizing the data leads to consistent security controls Auditing and Monitoring Watching users behavior is key to finding security bridges and data misuse trends Reduce Toxic Data Disposing of unneeded information and killing data reduces risk

19 Privacy Concerns (the problem) Much of this will look like Big Brother vacuuming up every scrap of people s behavior and knowledge and using in ways that were never intended.* It is about Technology, Policy, Legislature *Source: How social media and big data will unleash what we know by Dion Hinchcliffe

20 Privacy Concerns (the solution) Privacy policies and legislature specifically developed to target the problems introduced by big data Privacy policy automation to meet the requirement for large scale distributed application of policies

21 The Big Data Gap IT professionals estimate that they have less than half of the storage, computing, and personnel resources necessary to leverage big data for efficiency gains, better decision making.* Source: The Big Data Gap study sponsored by NetApp and performed by MeriTalk

22 The Demand for Social Media and Big Data A community driven capability Combines public safety and social media data Disseminates relevant, timely, hyper-local information First test case in Orlando, FL

23 Big Data and Social Media Collecting and combining data from Law enforcement regional information sharing programs License plate readers Cell phone data Other data sources

24 Types of Data in LE Systems

25 Big Data and Social Media Analyzing data in conjunction with social media Use of analytical tools to connect the dots Verify the data just as you would verify the LE data Trust but Verify

26 Taking It To the Next Level Example: East Coast Rapist Task Force Putting the information out to the public Websites, Billboards, Other possibilities Combining and Analyzing the Data

The IJIS Institute Emerging Technologies Committee Presents: Matthew D Alessandro Scott Edson Iveta Topalova

The IJIS Institute Emerging Technologies Committee Presents: Matthew D Alessandro Scott Edson Iveta Topalova The IJIS Institute Emerging Technologies Committee Presents: Matthew D Alessandro Scott Edson Iveta Topalova Realize the Power of Information Non-profit consortium representing leading companies that supply

More information

Big Data and the Cloud

Big Data and the Cloud Big Data and the Cloud IJIS Institute Emerging Technologies 2012 Thomas Herzog, Associate Commissioner, New York State What is Big Data? CTA 2012 - May 21-23, 2012 Daytona Beach, FL What is Big Data?

More information

Introduction to the Mathematics of Big Data. Philippe B. Laval

Introduction to the Mathematics of Big Data. Philippe B. Laval Introduction to the Mathematics of Big Data Philippe B. Laval Fall 2015 Introduction In recent years, Big Data has become more than just a buzz word. Every major field of science, engineering, business,

More information

The Big Deal about Big Data. Mike Skinner, CPA CISA CITP HORNE LLP

The Big Deal about Big Data. Mike Skinner, CPA CISA CITP HORNE LLP The Big Deal about Big Data Mike Skinner, CPA CISA CITP HORNE LLP Mike Skinner, CPA CISA CITP Senior Manager, IT Assurance & Risk Services HORNE LLP Focus areas: IT security & risk assessment IT governance,

More information

Information Security, PII and Big Data

Information Security, PII and Big Data ITU Workshop on ICT Security Standardization for Developing Countries (Geneva, Switzerland, 15-16 September 2014) Information Security, PII and Big Data Edward (Ted) Humphreys ISO/IEC JTC 1/SC 27 (WG1

More information

www.pwc.com/oracle Next presentation starting soon Business Analytics using Big Data to gain competitive advantage

www.pwc.com/oracle Next presentation starting soon Business Analytics using Big Data to gain competitive advantage www.pwc.com/oracle Next presentation starting soon Business Analytics using Big Data to gain competitive advantage If every image made and every word written from the earliest stirring of civilization

More information

Why Big Data? Why Now?

Why Big Data? Why Now? Ellis Holman Why Big Data? Why Now? Information is at the Center of a New Wave of Opportunity 44x as much Data and Content Over Coming Decade 2020 35 zettabytes And Organizations Need Deeper Insights 1in3

More information

CSC590: Selected Topics BIG DATA & DATA MINING. Lecture 2 Feb 12, 2014 Dr. Esam A. Alwagait

CSC590: Selected Topics BIG DATA & DATA MINING. Lecture 2 Feb 12, 2014 Dr. Esam A. Alwagait CSC590: Selected Topics BIG DATA & DATA MINING Lecture 2 Feb 12, 2014 Dr. Esam A. Alwagait Agenda Introduction What is Big Data Why Big Data? Characteristics of Big Data Applications of Big Data Problems

More information

Unleashing the Potential of your Social Media and CRM Data. Markus Hirsch Sales Manager

Unleashing the Potential of your Social Media and CRM Data. Markus Hirsch Sales Manager Unleashing the Potential of your Social Media and CRM Data Markus Hirsch Sales Manager To get the RIGHT INFORMATION to the RIGHT PLACE, at the RIGHT TIME and put it in the RIGHT CONTEXT to make the WORLD

More information

Turning Big Data into Big Decisions Delivering on the High Demand for Data

Turning Big Data into Big Decisions Delivering on the High Demand for Data Turning Big Data into Big Decisions Delivering on the High Demand for Data Michael Ho, Vice President of Professional Services Digital Government Institute s Government Big Data Conference, October 31,

More information

Strengthen security with intelligent identity and access management

Strengthen security with intelligent identity and access management Strengthen security with intelligent identity and access management IBM Security solutions help safeguard user access, boost compliance and mitigate insider threats Highlights Enable business managers

More information

BIG DATA CHALLENGES AND PERSPECTIVES

BIG DATA CHALLENGES AND PERSPECTIVES BIG DATA CHALLENGES AND PERSPECTIVES Meenakshi Sharma 1, Keshav Kishore 2 1 Student of Master of Technology, 2 Head of Department, Department of Computer Science and Engineering, A P Goyal Shimla University,

More information

Busin i ess I n I t n e t ll l i l g i e g nce c T r T e r nds For 2013

Busin i ess I n I t n e t ll l i l g i e g nce c T r T e r nds For 2013 Business Intelligence Trends For 2013 10 Trends The last few years the change in Business Intelligence seems to accelerate under the pressure of increased business demand and technology innovations. Here

More information

WHAT IS BIG DATA? David Bechtold

WHAT IS BIG DATA? David Bechtold WHAT IS BIG DATA? David Bechtold Agenda 1. Introduction 2. What is Big Data? 3. Big Data a perspective 4. Characteristic of Big Data Three Vs 5. A Fourth V..? 6. Examples 7. How did we get here?... A historical

More information

The Next Wave of Data Management. Is Big Data The New Normal?

The Next Wave of Data Management. Is Big Data The New Normal? The Next Wave of Data Management Is Big Data The New Normal? Table of Contents Introduction 3 Separating Reality and Hype 3 Why Are Firms Making IT Investments In Big Data? 4 Trends In Data Management

More information

Outlook for Cloud technology in Big Data and Mobility

Outlook for Cloud technology in Big Data and Mobility 2014 Outlook for Cloud technology in Big Data and Mobility Wayne Collette, CFA, Senior Portfolio Manager Cloud technology is a significant and ongoing trend affecting the technology industry. A new breed

More information

1. Understanding Big Data

1. Understanding Big Data Big Data and its Real Impact on Your Security & Privacy Framework: A Pragmatic Overview Erik Luysterborg Partner, Deloitte EMEA Data Protection & Privacy leader Prague, SCCE, March 22 nd 2016 1. 2016 Deloitte

More information

Government Technology Trends to Watch in 2014: Big Data

Government Technology Trends to Watch in 2014: Big Data Government Technology Trends to Watch in 2014: Big Data OVERVIEW The federal government manages a wide variety of civilian, defense and intelligence programs and services, which both produce and require

More information

Big Data-Challenges and Opportunities

Big Data-Challenges and Opportunities Big Data-Challenges and Opportunities White paper - August 2014 User Acceptance Tests Test Case Execution Quality Definition Test Design Test Plan Test Case Development Table of Contents Introduction 1

More information

Analytics: The real-world use of big data

Analytics: The real-world use of big data Findings from the research collaboration of IBM Institute for Business Value and Saïd Business School, University of Oxford Analytics: The real-world use of big data How innovative enterprises extract

More information

Big Data: What You Should Know. Mark Child Research Manager - Software IDC CEMA

Big Data: What You Should Know. Mark Child Research Manager - Software IDC CEMA Big Data: What You Should Know Mark Child Research Manager - Software IDC CEMA Agenda Market Dynamics Defining Big Data Technology Trends Information and Intelligence Market Realities Future Applications

More information

Doing Multidisciplinary Research in Data Science

Doing Multidisciplinary Research in Data Science Doing Multidisciplinary Research in Data Science Assoc.Prof. Abzetdin ADAMOV CeDAWI - Center for Data Analytics and Web Insights Qafqaz University aadamov@qu.edu.az http://ce.qu.edu.az/~aadamov 16 May

More information

BIG DATA IS MESSY PARTNER WITH SCALABLE

BIG DATA IS MESSY PARTNER WITH SCALABLE BIG DATA IS MESSY PARTNER WITH SCALABLE SCALABLE SYSTEMS HADOOP SOLUTION WHAT IS BIG DATA? Each day human beings create 2.5 quintillion bytes of data. In the last two years alone over 90% of the data on

More information

IBM: An Early Leader across the Big Data Security Analytics Continuum Date: June 2013 Author: Jon Oltsik, Senior Principal Analyst

IBM: An Early Leader across the Big Data Security Analytics Continuum Date: June 2013 Author: Jon Oltsik, Senior Principal Analyst ESG Brief IBM: An Early Leader across the Big Data Security Analytics Continuum Date: June 2013 Author: Jon Oltsik, Senior Principal Analyst Abstract: Many enterprise organizations claim that they already

More information

Cloud beyond the obvious, an approach for innovation

Cloud beyond the obvious, an approach for innovation Cloud beyond the obvious, an approach for innovation Christian Verstraete Chief Technologist Cloud Strategy Our World is Changing Living in the age of tectonic shifts, and welcome to the new style of IT

More information

Enterprise Content Management in 2015

Enterprise Content Management in 2015 IBM Enterprise Content Management Enterprise Content Management in 2015 Rich Howarth Vice President, ECM Products and Strategy Guide Executive Club March 30 2015 2014 IBM Corpora/on ECM is about driving

More information

International Journal of Advanced Engineering Research and Applications (IJAERA) ISSN: 2454-2377 Vol. 1, Issue 6, October 2015. Big Data and Hadoop

International Journal of Advanced Engineering Research and Applications (IJAERA) ISSN: 2454-2377 Vol. 1, Issue 6, October 2015. Big Data and Hadoop ISSN: 2454-2377, October 2015 Big Data and Hadoop Simmi Bagga 1 Satinder Kaur 2 1 Assistant Professor, Sant Hira Dass Kanya MahaVidyalaya, Kala Sanghian, Distt Kpt. INDIA E-mail: simmibagga12@gmail.com

More information

Applications for Business Intelligence, Predictive Analytics and Big Data

Applications for Business Intelligence, Predictive Analytics and Big Data Finance, Management, & Operations Applications for Business Intelligence, Predictive Analytics and Big Data Patrick Bogan, Chief Information Officer, Fuzion Analytics Kyle Korzenowski, Chief Information

More information

CAP4773/CIS6930 Projects in Data Science, Fall 2014 [Review] Overview of Data Science

CAP4773/CIS6930 Projects in Data Science, Fall 2014 [Review] Overview of Data Science CAP4773/CIS6930 Projects in Data Science, Fall 2014 [Review] Overview of Data Science Dr. Daisy Zhe Wang CISE Department University of Florida August 25th 2014 20 Review Overview of Data Science Why Data

More information

We are Big Data A Sonian Whitepaper

We are Big Data A Sonian Whitepaper EXECUTIVE SUMMARY Big Data is not an uncommon term in the technology industry anymore. It s of big interest to many leading IT providers and archiving companies. But what is Big Data? While many have formed

More information

Exploiting Data at Rest and Data in Motion with a Big Data Platform

Exploiting Data at Rest and Data in Motion with a Big Data Platform Exploiting Data at Rest and Data in Motion with a Big Data Platform Sarah Brader, sarah_brader@uk.ibm.com What is Big Data? Where does it come from? 12+ TBs of tweet data every day 30 billion RFID tags

More information

CIS 4930/6930 Spring 2014 Introduction to Data Science Data Intensive Computing. University of Florida, CISE Department Prof.

CIS 4930/6930 Spring 2014 Introduction to Data Science Data Intensive Computing. University of Florida, CISE Department Prof. CIS 4930/6930 Spring 2014 Introduction to Data Science Data Intensive Computing University of Florida, CISE Department Prof. Daisy Zhe Wang Data Science Overview Why, What, How, Who Outline Why Data Science?

More information

Secure Data Transmission Solutions for the Management and Control of Big Data

Secure Data Transmission Solutions for the Management and Control of Big Data Secure Data Transmission Solutions for the Management and Control of Big Data Get the security and governance capabilities you need to solve Big Data challenges with Axway and CA Technologies. EXECUTIVE

More information

Law Enforcement Agencies, Intelligence & The Big Data Challenge Threat Prediction & Prevention

Law Enforcement Agencies, Intelligence & The Big Data Challenge Threat Prediction & Prevention Law Enforcement Agencies, Intelligence & The Big Data Challenge Threat Prediction & Prevention Steve Stennett US Federal Information Management Brand CTO International Business Machines (IBM) Today s Discussion

More information

Ali Eghlima Ph.D Director of Bioinformatics. A Bioinformatics Research & Consulting Group

Ali Eghlima Ph.D Director of Bioinformatics. A Bioinformatics Research & Consulting Group A Bioinformatics Research & Consulting Group Adding Omics Data to Electronic Health Record, A paradigm Shift in Big Data Modeling, Analytics and Storage management for Healthcare and Life Sciences Organizations

More information

Data Fusion Centers. Transforming Public Safety Information into Actionable Knowledge

Data Fusion Centers. Transforming Public Safety Information into Actionable Knowledge Data Fusion Centers Transforming Public Safety Information into Actionable Knowledge Defining Geospatial Data Fusion Homeland security relies on fusion the ability to capture and analyze data from multiple

More information

Laurence Liew General Manager, APAC. Economics Is Driving Big Data Analytics to the Cloud

Laurence Liew General Manager, APAC. Economics Is Driving Big Data Analytics to the Cloud Laurence Liew General Manager, APAC Economics Is Driving Big Data Analytics to the Cloud Big Data 101 The Analytics Stack Economics of Big Data Convergence of the 3 forces Big Data Analytics in the Cloud

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

EXECUTIVE REPORT. Big Data and the 3 V s: Volume, Variety and Velocity

EXECUTIVE REPORT. Big Data and the 3 V s: Volume, Variety and Velocity EXECUTIVE REPORT Big Data and the 3 V s: Volume, Variety and Velocity The three V s are the defining properties of big data. It is critical to understand what these elements mean. The main point of the

More information

Solution Brief. Bridging the Infrastructure Gap for the Internet of Things with Object Storage. 89 Fifth Avenue, 7th Floor. New York, NY 10003

Solution Brief. Bridging the Infrastructure Gap for the Internet of Things with Object Storage. 89 Fifth Avenue, 7th Floor. New York, NY 10003 89 Fifth Avenue, 7th Floor New York, NY 10003 www.theedison.com @EdisonGroupInc 212.367.7400 Solution Brief Bridging the Infrastructure Gap for the Internet of Things with Object Storage Printed in the

More information

Detecting Anomalous Behavior with the Business Data Lake. Reference Architecture and Enterprise Approaches.

Detecting Anomalous Behavior with the Business Data Lake. Reference Architecture and Enterprise Approaches. Detecting Anomalous Behavior with the Business Data Lake Reference Architecture and Enterprise Approaches. 2 Detecting Anomalous Behavior with the Business Data Lake Pivotal the way we see it Reference

More information

What happens when Big Data and Master Data come together?

What happens when Big Data and Master Data come together? What happens when Big Data and Master Data come together? Jeremy Pritchard Master Data Management fgdd 1 What is Master Data? Master data is data that is shared by multiple computer systems. The Information

More information

Information Stewardship: Moving From Big Data to Big Value

Information Stewardship: Moving From Big Data to Big Value Information Stewardship: Moving From Big Data to Big Value By John Burke Principal Research Analyst, Nemertes Research Executive Summary Big data stresses tools, networks, and storage infrastructures.

More information

Annex: Concept Note. Big Data for Policy, Development and Official Statistics New York, 22 February 2013

Annex: Concept Note. Big Data for Policy, Development and Official Statistics New York, 22 February 2013 Annex: Concept Note Friday Seminar on Emerging Issues Big Data for Policy, Development and Official Statistics New York, 22 February 2013 How is Big Data different from just very large databases? 1 Traditionally,

More information

III Big Data Technologies

III Big Data Technologies III Big Data Technologies Today, new technologies make it possible to realize value from Big Data. Big data technologies can replace highly customized, expensive legacy systems with a standard solution

More information

ATA DRIVEN GLOBAL VISION CLOUD PLATFORM STRATEG N POWERFUL RELEVANT PERFORMANCE SOLUTION CLO IRTUAL BIG DATA SOLUTION ROI FLEXIBLE DATA DRIVEN V

ATA DRIVEN GLOBAL VISION CLOUD PLATFORM STRATEG N POWERFUL RELEVANT PERFORMANCE SOLUTION CLO IRTUAL BIG DATA SOLUTION ROI FLEXIBLE DATA DRIVEN V ATA DRIVEN GLOBAL VISION CLOUD PLATFORM STRATEG N POWERFUL RELEVANT PERFORMANCE SOLUTION CLO IRTUAL BIG DATA SOLUTION ROI FLEXIBLE DATA DRIVEN V WHITE PAPER Create the Data Center of the Future Accelerate

More information

BIG DATA FUNDAMENTALS

BIG DATA FUNDAMENTALS BIG DATA FUNDAMENTALS Timeframe Minimum of 30 hours Use the concepts of volume, velocity, variety, veracity and value to define big data Learning outcomes Critically evaluate the need for big data management

More information

POWERFUL SOFTWARE. FIGHTING HIGH CONSEQUENCE CYBER CRIME. KEY SOLUTION HIGHLIGHTS

POWERFUL SOFTWARE. FIGHTING HIGH CONSEQUENCE CYBER CRIME. KEY SOLUTION HIGHLIGHTS ADVANCED CYBER THREAT ANALYTICS POWERFUL SOFTWARE. FIGHTING HIGH CONSEQUENCE CYBER CRIME. Wynyard Advanced Cyber Threat Analytics (ACTA) is a Pro-active Cyber Forensics solution that helps protect organisations

More information

DATAOPT SOLUTIONS. What Is Big Data?

DATAOPT SOLUTIONS. What Is Big Data? DATAOPT SOLUTIONS What Is Big Data? WHAT IS BIG DATA? It s more than just large amounts of data, though that s definitely one component. The more interesting dimension is about the types of data. So Big

More information

Surfing the Data Tsunami: A New Paradigm for Big Data Processing and Analytics

Surfing the Data Tsunami: A New Paradigm for Big Data Processing and Analytics Surfing the Data Tsunami: A New Paradigm for Big Data Processing and Analytics Dr. Liangxiu Han Future Networks and Distributed Systems Group (FUNDS) School of Computing, Mathematics and Digital Technology,

More information

Now, Next and the Future: IT, Big Data and other Implications for RIM. Presented by Michael S. Smith / http://about.me/mikessmith

Now, Next and the Future: IT, Big Data and other Implications for RIM. Presented by Michael S. Smith / http://about.me/mikessmith Now, Next and the Future: IT, Big Data and other Implications for RIM Agenda for This Afternoon Now: What trends are creating implications within the profession? Next: Why is IT now concerned about RIM?

More information

Discover 2014 Update Big Data changes everything. Roy Ritthaler Vice President, IT Operations Management

Discover 2014 Update Big Data changes everything. Roy Ritthaler Vice President, IT Operations Management Discover 2014 Update Big Data changes everything Roy Ritthaler Vice President, IT Operations Management 2014 By 2020 Every 60 seconds 98,000+ tweets 695,000 status updates 11million instant messages 698,445

More information

Wrangling Actionable Insights from Organizational Data

Wrangling Actionable Insights from Organizational Data Wrangling Actionable Insights from Organizational Data Koverse Eases Big Data Analytics for Those with Strong Security Requirements The amount of data created and stored by organizations around the world

More information

Cloud Computing and Big Data That s Why! Ray Walshe 14 th March 2013

Cloud Computing and Big Data That s Why! Ray Walshe 14 th March 2013 Cloud Computing and Big Data That s Why! Ray Walshe 14 th March 2013 Data Centre Growth We need more data centres??? (c) Ray Walshe 2013 2 By 2015 By 2015, about 24% of all new business software purchases

More information

Rapid Visualization with Big Data Analytics. Ravi Chalaka VP, Solution and Social Innovation Marketing

Rapid Visualization with Big Data Analytics. Ravi Chalaka VP, Solution and Social Innovation Marketing Rapid Visualization with Big Data Analytics Ravi Chalaka VP, Solution and Social Innovation Marketing Imagine the Future Innovative cities that dramatically enhance the wellbeing of its citizens Safer

More information

SITUATIONAL AWARENESS MITIGATE CYBERTHREATS

SITUATIONAL AWARENESS MITIGATE CYBERTHREATS Gaining the SITUATIONAL AWARENESS needed to MITIGATE CYBERTHREATS Industry Perspective EXECUTIVE SUMMARY To become more resilient against cyberthreats, agencies must improve visibility and understand events

More information

Danny Wang, Ph.D. Vice President of Business Strategy and Risk Management Republic Bank

Danny Wang, Ph.D. Vice President of Business Strategy and Risk Management Republic Bank Danny Wang, Ph.D. Vice President of Business Strategy and Risk Management Republic Bank Agenda» Overview» What is Big Data?» Accelerates advances in computer & technologies» Revolutionizes data measurement»

More information

Big Data Analytics for United Security

Big Data Analytics for United Security Big Data Analytics for United Security What Advantages Does an Agile Network Bring? (Issue 2) By Swift Liu, President Enterprise Networking Product Line Huawei Enterprise Business Group Agile means quick

More information

HP Vertica at MIT Sloan Sports Analytics Conference March 1, 2013 Will Cairns, Senior Data Scientist, HP Vertica

HP Vertica at MIT Sloan Sports Analytics Conference March 1, 2013 Will Cairns, Senior Data Scientist, HP Vertica HP Vertica at MIT Sloan Sports Analytics Conference March 1, 2013 Will Cairns, Senior Data Scientist, HP Vertica So What s the market s definition of Big Data? Datasets whose volume, velocity, variety

More information

Create and Drive Big Data Success Don t Get Left Behind

Create and Drive Big Data Success Don t Get Left Behind Create and Drive Big Data Success Don t Get Left Behind The performance boost from MapR not only means we have lower hardware requirements, but also enables us to deliver faster analytics for our users.

More information

National Security and Cyber Defense with Big Data

National Security and Cyber Defense with Big Data National Security and Cyber Defense with Big Data Tomasz Przybyszewski Big Data Solutions Lead ECE Region Sept 2015 Tomasz Przybyszewski Copyright 2014 Oracle and/or its affiliates. All rights reserved.

More information

IBM Software Top tips for securing big data environments

IBM Software Top tips for securing big data environments IBM Software Top tips for securing big data environments Why big data doesn t have to mean big security challenges 2 Top Comprehensive tips for securing data big protection data environments for physical,

More information

Setting the Standard for Safe City Projects in the United States

Setting the Standard for Safe City Projects in the United States Leading Safe Cities Setting the Standard for Safe City Projects in the United States Edge360 is a provider of Safe City solutions to State & Local governments, helping our clients ensure they have a secure,

More information

A Database Security Management White Paper: Securing the Information Business Relies On. November 2004

A Database Security Management White Paper: Securing the Information Business Relies On. November 2004 A Database Security Management White Paper: Securing the Information Business Relies On November 2004 IPLocks, Inc. 441-A W. Trimble Road, San Jose, CA 95131 USA A Database Security Management White Paper:

More information

BIG DATA, BIOBANKS AND PREDICTIVE ANALYTICS FOR A BETTER CLINICAL OUTCOME

BIG DATA, BIOBANKS AND PREDICTIVE ANALYTICS FOR A BETTER CLINICAL OUTCOME BIG DATA, BIOBANKS AND PREDICTIVE ANALYTICS FOR A BETTER CLINICAL OUTCOME Π. Ε. Βάρδας MD, PhD(London) DISCLOSURES My great love to innovative ideas BIG DATA It is a broad term for data sets, so large

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

The 3 questions to ask yourself about BIG DATA

The 3 questions to ask yourself about BIG DATA The 3 questions to ask yourself about BIG DATA Do you have a big data problem? Companies looking to tackle big data problems are embarking on a journey that is full of hype, buzz, confusion, and misinformation.

More information

From Terabytes to Exabytes, A paradigm Shift in Big Data Modeling, Analytics and Storage management for Healthcare and Life Sciences Organizations

From Terabytes to Exabytes, A paradigm Shift in Big Data Modeling, Analytics and Storage management for Healthcare and Life Sciences Organizations A Bioinformatics Research & Consulting Group From Terabytes to Exabytes, A paradigm Shift in Big Data Modeling, Analytics and Storage management for Healthcare and Life Sciences Organizations Ali Eghlima

More information

Industry Perspective: Big Data and Big Data Analytics. David Barnes Program Director Emerging Internet Technologies IBM Software Group

Industry Perspective: Big Data and Big Data Analytics. David Barnes Program Director Emerging Internet Technologies IBM Software Group Industry Perspective: Big Data and Big Data Analytics David Barnes Program Director Emerging Internet Technologies IBM Software Group What is Big Data? The Adjacent Possible Inexpensive disk + Increased

More information

Job Task Analysis: Aviation Security Certification. Domain: Historical Context

Job Task Analysis: Aviation Security Certification. Domain: Historical Context Job Task Analysis: Aviation Security Certification Domain: Historical Context 1. Recognize the economic impact of aviation on the U.S. Gross Domestic Product. a. Explain why air transportation is essential

More information

BCS (NLB) Big Data seminar

BCS (NLB) Big Data seminar BCS (NLB) Big Data seminar Big Data John Morton, Chief Technology Officer SAS Institute 23 rd November 2011 Copyright 2010 SAS Institute Inc. All rights reserved. Who is SAS: The Leader in Enterprise Analytics

More information

Raul F. Chong Senior program manager Big data, DB2, and Cloud IM Cloud Computing Center of Competence - IBM Toronto Lab, Canada

Raul F. Chong Senior program manager Big data, DB2, and Cloud IM Cloud Computing Center of Competence - IBM Toronto Lab, Canada What is big data? Raul F. Chong Senior program manager Big data, DB2, and Cloud IM Cloud Computing Center of Competence - IBM Toronto Lab, Canada 1 2011 IBM Corporation Agenda The world is changing What

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

HOW THE DATA LAKE WORKS

HOW THE DATA LAKE WORKS HOW THE DATA LAKE WORKS by Mark Jacobsohn Senior Vice President Booz Allen Hamilton Michael Delurey, EngD Principal Booz Allen Hamilton As organizations rush to take advantage of large and diverse data

More information

BIG DATA. Kelly Butler Vice President, Global Rewards and Operations Rackspace the Open Cloud Company

BIG DATA. Kelly Butler Vice President, Global Rewards and Operations Rackspace the Open Cloud Company BIG DATA Kelly Butler Vice President, Global Rewards and Operations Rackspace the Open Cloud Company BIG DATA: Answer the Questions your Business Leaders Don t Know They Should be Asking Learning Objectives

More information

The Big Data Paradigm Shift. Insight Through Automation

The Big Data Paradigm Shift. Insight Through Automation The Big Data Paradigm Shift Insight Through Automation Agenda The Problem Emcien s Solution: Algorithms solve data related business problems How Does the Technology Work? Case Studies 2013 Emcien, Inc.

More information

Big Data Just Noise or Does it Matter?

Big Data Just Noise or Does it Matter? Big Data Just Noise or Does it Matter? Opportunities for Continuous Auditing Presented by: Solon Angel Product Manager Servers The CaseWare Group. Founded in 1988. An industry leader in providing technology

More information

Keywords Big Data; OODBMS; RDBMS; hadoop; EDM; learning analytics, data abundance.

Keywords Big Data; OODBMS; RDBMS; hadoop; EDM; learning analytics, data abundance. Volume 4, Issue 11, November 2014 ISSN: 2277 128X International Journal of Advanced Research in Computer Science and Software Engineering Research Paper Available online at: www.ijarcsse.com Analytics

More information

BIG DATA: BIG BOOST TO BIG TECH

BIG DATA: BIG BOOST TO BIG TECH BIG DATA: BIG BOOST TO BIG TECH Ms. Tosha Joshi Department of Computer Applications, Christ College, Rajkot, Gujarat (India) ABSTRACT Data formation is occurring at a record rate. A staggering 2.9 billion

More information

Big Data & Analytics: Your concise guide (note the irony) Wednesday 27th November 2013

Big Data & Analytics: Your concise guide (note the irony) Wednesday 27th November 2013 Big Data & Analytics: Your concise guide (note the irony) Wednesday 27th November 2013 Housekeeping 1. Any questions coming out of today s presentation can be discussed in the bar this evening 2. OCF is

More information

Industry Impact of Big Data in the Cloud: An IBM Perspective

Industry Impact of Big Data in the Cloud: An IBM Perspective Industry Impact of Big Data in the Cloud: An IBM Perspective Inhi Cho Suh IBM Software Group, Information Management Vice President, Product Management and Strategy email: inhicho@us.ibm.com twitter: @inhicho

More information

2011-2015. Sample-Global Big Data Market in the Healthcare Sector. technavio insights

2011-2015. Sample-Global Big Data Market in the Healthcare Sector. technavio insights 1 technavio insights About TechNavio Technavio is the research platform of Infiniti Research. Infiniti Research provides actionable market intelligence to leading companies worldwide. A team of 120 analysts

More information

BIG DATA & SOCIAL INNOVATION KENNETH THOMAS, CLIENT MANAGER

BIG DATA & SOCIAL INNOVATION KENNETH THOMAS, CLIENT MANAGER BIG DATA & SOCIAL INNOVATION KENNETH THOMAS, CLIENT MANAGER 1 MAKING THE RIGHT DECISSION AT THE RIGHT PLACE AT THE RIGHT TIME 2 THE DATA MULTIPLIER EFFECT AT WORK BUSINESS DRIVEN HUMAN DRIVEN MACHINE DRIVEN

More information

Big Data, Integration and Governance: Ask the Experts

Big Data, Integration and Governance: Ask the Experts Big, Integration and Governance: Ask the Experts January 29, 2013 1 The fourth dimension of Big : Veracity handling data in doubt Volume Velocity Variety Veracity* at Rest Terabytes to exabytes of existing

More information

OVERVIEW OF THE ADMINISTRATION S FY 2005 REQUEST FOR HOMELAND SECURITY By Steven M. Kosiak

OVERVIEW OF THE ADMINISTRATION S FY 2005 REQUEST FOR HOMELAND SECURITY By Steven M. Kosiak March 22, 2004 OVERVIEW OF THE ADMINISTRATION S FY 2005 REQUEST FOR HOMELAND SECURITY By Steven M. Kosiak The Bush Administration s fiscal year (FY) 2005 budget request includes $47.4 billion for homeland

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

Integrated Social and Enterprise Data = Enhanced Analytics

Integrated Social and Enterprise Data = Enhanced Analytics ORACLE WHITE PAPER, DECEMBER 2013 THE VALUE OF SOCIAL DATA Integrated Social and Enterprise Data = Enhanced Analytics #SocData CONTENTS Executive Summary 3 The Value of Enterprise-Specific Social Data

More information

Using Enterprise Content Management Principles to Manage Research Assets. Kelly Mannix, Manager Deloitte Consulting Perth, WA.

Using Enterprise Content Management Principles to Manage Research Assets. Kelly Mannix, Manager Deloitte Consulting Perth, WA. Using Enterprise Content Management Principles to Manage Research Assets Kelly Mannix, Manager Deloitte Consulting Perth, WA November 2010 Agenda Introduction Defining ECM Understanding the Challenges

More information

BIG DATA Impact on DMOs. TTRA June 21, 2013

BIG DATA Impact on DMOs. TTRA June 21, 2013 BIG DATA Impact on DMOs TTRA June 21, 2013 What is BIG DATA? 1. 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

More information

Big Analytics: A Next Generation Roadmap

Big Analytics: A Next Generation Roadmap Big Analytics: A Next Generation Roadmap Cloud Developers Summit & Expo: October 1, 2014 Neil Fox, CTO: SoftServe, Inc. 2014 SoftServe, Inc. Remember Life Before The Web? 1994 Even Revolutions Take Time

More information

Big Data / FDAAWARE. Rafi Maslaton President, cresults the maker of Smart-QC/QA/QD & FDAAWARE 30-SEP-2015

Big Data / FDAAWARE. Rafi Maslaton President, cresults the maker of Smart-QC/QA/QD & FDAAWARE 30-SEP-2015 Big Data / FDAAWARE Rafi Maslaton President, cresults the maker of Smart-QC/QA/QD & FDAAWARE 30-SEP-2015 1 Agenda BIG DATA What is Big Data? Characteristics of Big Data Where it is being used? FDAAWARE

More information

Grabbing Value from Big Data: The New Game Changer for Financial Services

Grabbing Value from Big Data: The New Game Changer for Financial Services Financial Services Grabbing Value from Big Data: The New Game Changer for Financial Services How financial services companies can harness the innovative power of big data 2 Grabbing Value from Big Data:

More information

Tutorial: Big Data Algorithms and Applications Under Hadoop KUNPENG ZHANG SIDDHARTHA BHATTACHARYYA

Tutorial: Big Data Algorithms and Applications Under Hadoop KUNPENG ZHANG SIDDHARTHA BHATTACHARYYA Tutorial: Big Data Algorithms and Applications Under Hadoop KUNPENG ZHANG SIDDHARTHA BHATTACHARYYA http://kzhang6.people.uic.edu/tutorial/amcis2014.html August 7, 2014 Schedule I. Introduction to big data

More information

Detect & Investigate Threats. OVERVIEW

Detect & Investigate Threats. OVERVIEW Detect & Investigate Threats. OVERVIEW HIGHLIGHTS Introducing RSA Security Analytics, Providing: Security monitoring Incident investigation Compliance reporting Providing Big Data Security Analytics Enterprise-wide

More information

Information Protection in Today s Changing Mobile and Cloud Environments

Information Protection in Today s Changing Mobile and Cloud Environments Information Protection in Today s Changing Mobile and Cloud Environments Art Gilliland, Sr. Vice President Symantec, Information Security Group Session ID: SPO1-107 Session Classification: Intermediate

More information

Big Data for Public Safety: 4 use cases for intelligence and law enforcement agencies to leverage Big Data for crime prevention.

Big Data for Public Safety: 4 use cases for intelligence and law enforcement agencies to leverage Big Data for crime prevention. Big Data for Public Safety: 4 use cases for intelligence and law enforcement agencies to leverage Big Data for crime prevention. I m not going to get more money. I m not going to get more cops. I have

More information

Leveraging innovative security solutions for government. Helping to protect government IT infrastructure, meet compliance demands and reduce costs

Leveraging innovative security solutions for government. Helping to protect government IT infrastructure, meet compliance demands and reduce costs IBM Global Technology Services Leveraging innovative security solutions for government. Helping to protect government IT infrastructure, meet compliance demands and reduce costs Achieving a secure government

More information

7 Best Practices for Speech Analytics. Autonomy White Paper

7 Best Practices for Speech Analytics. Autonomy White Paper 7 Best Practices for Speech Analytics Autonomy White Paper Index Executive Summary 1 Best Practice #1: Prioritize Efforts 1 Best Practice #2: Think Contextually to Get to the Root Cause 1 Best Practice

More information

Big Data Use in Retail Supply Chains. Drs. Mark Barratt, Anníbal Sodero, and Yao Jin

Big Data Use in Retail Supply Chains. Drs. Mark Barratt, Anníbal Sodero, and Yao Jin Big Data Use in Retail Supply Chains Drs. Mark Barratt, Anníbal Sodero, and Yao Jin Acknowledgements The researchers are grateful for the financial and collaborative support of CSCMP and FMI for this research

More information

V: RECOMMENDATIONS TERRORIST ATTACKS ON U.S. FACILITIES IN BENGHAZI

V: RECOMMENDATIONS TERRORIST ATTACKS ON U.S. FACILITIES IN BENGHAZI V: RECOMMENDATIONS TERRORIST ATTACKS ON U.S. FACILITIES IN BENGHAZI Recommendation: The Executive Branch should provide for a central planning and coordination mechanism (likely within an existing entity)

More information