Big Data Analytics for Smart Cities IAMOT 2015, June Cape Town- South Africa Siemens AG All rights reserved. siemens.
|
|
- Lillian Walton
- 8 years ago
- Views:
Transcription
1 Dr. Osman Ahmed, Ph.d. P.E. Senior Director and Head of Innovation Building Technologies. Big Data Analytics for Smart Cities IAMOT 2015, June Cape Town- South Africa
2 Two stories: Big Data Analytics Challenges and Opportunities: How Target figured out a Teen girl was pregnant before her father did- Forbes Big data analytics for Target contributed in ravishing growth from $44b in 2002 to $67b in But how would you handle privacy and other pitfalls with profiling and other unintended results? February, 2015: Twitter can serve as a dashboard indicator of a community s psychological well being and can predict rates of heart disease close to what CDC can do. Research conducted by Univ. of Pennsylvania counties Reported by NPR.
3 Big Data:
4 Big data analytics for Smart Cities- Background: Scope: City infrastructure such as: Buildings, bridges, sewage, water, lighting, streets, transportation, health, environment, sustainability City inspection for public health and safety Needs: Monitoring Improve performance Provide better service such as security, safety Quick response Constraints: Aging infrastructure Ever-expanding scope Shrinking budget and resources Goal: Big city data analytics can find new solutions and cost-effectively
5 Today s Smart City Solutions:
6 Today s Smart City Solutions:
7 Megatrends How digitalization is transforming our world Worldwide data volume doubles every two years. By 2020, it will have grown to 40 zettabytes that s a 50-fold increase within ten years Data volume 40 zettabytes by 2020 Worldwide revenue 4.1trillion in 2014 Revenue from apps alone amounted to US$72 billion in 2013 and will more than double by 2017 Worldwide revenue of the IT and communications industries reached a record 4.1 trillion in Revenue from apps US$72 billion in % rise 10% increase leads to in per capita GDP Digitalization boosts GDP a 10% increase in the digitalization level of a country leads to a 0.75% rise in per capita GDP. Page 7 February 2015
8 Digitalization at Siemens Leveraging technologies to deliver customer value Leveraging key technology enablers along our entire portfolio to create next level of customer benefits. Big Data & Analytics Digitalization Design & Engineering Highest productivity & shortened time-to-market Maintenance & Service Predictive, prescriptive & efficient services Cloud Mobile & Collaboration Connectivity & Internet of Things Automation Electrification Operations Next level of flexibility & resilience in operations Security, ease-of-use, manageable complexity Page 8 February 2015
9 Data Analytics opportunity for future cities Siemens Picture of Future
10 Data Analytics for hopeful cities Future Hope Dharavi, Mumbai, India. One of the largest slums Population: 1 million Economy: $600-1b Economy: Leather, Garments, Recycle Focus on Education The NY Times: Dec., 2011 Misery Poverty
11 Today s City Solutions: Today: City Performance based on based on observed and operating data Sensors Meter Utility 3rd Party Operating Data Structured program Physics based modeling Heuristics/ Statiscal Optimize operation Performance analytics Efficiency based on observation Apply data to Rules Page 11 July 2013 Leverage Siemens For internal use only. All rights reserved
12 Tomorrow s City Solutions: Tomorrow: Converged data using analytics create valuable knowledge and insights Business City Plant Citizens City Data Utility 3 rd party Site Enterprise Meter Uncertain Variety Big Volume Speed Data Analytics Sample Discover Modify Mine Model Learn Simulate Predictive Analytics Data create rules Cognitive rules Potential Performance Behavior optimization Business intelligence Identify patterns Hidden intelligence Discovery from learning Page 12 July 2013 Leverage Siemens For internal use only. All rights reserved
13 Data Analytics Architecture: Siemens Data AG Source All rights reserved /article_deploy/html/images/sensors-14- siemens.com 09582f png
14 Data Analytics Architecture- Data Source: Merging and Synergistic Data Sources IOT Siemens AG All rights reserved /article_deploy/html/images/sensors- siemens.com f png
15 IOT for Smart City: Pervasive Ubiquitous Low-cost Edge-computing Connectivity
16 Data Analytics Architecture- Data Source: Data Management and Integration Data Access Layer (OBDC/JDBC ) Data Storage Layer (SQL, OLAP.) Data Integration Layer (Parsing )
17 Data Analytics Architecture- Data Source: Statistics Genetic Algorithm Text Mining OR Reasoning Cognitive Diagnostics Rules Neural Signal Fuzzy Network Processing Logic Natural Language Processing Computer Vision Video Analytics
18 Data Analytics for future cities
19 Conceptual Smart and Sustainable City:
20 Conceptual Smart City: Data Analytics for future cities
21 An Overview of City Smart Service and Inspection Good Performers Continue monitoring Cluster and profile Trend patterns Keep learning IOT and Multiple Systems Raw Data Stream Support heterogeneous protocols Data Management Platform Data Stream Data Analytics and Machine Learning Platform Classifier Clusters Neural Network Genetic Algorithm Data Management Platform Results/Output Decision and Deployment Business Service Results/Output Poor Performers Apply FDD Apply Predictive Analytics Page 21 Wednesday, June 10, 2015 Restricted Siemens AG 2013 All rights reserved.
22 Big Data Analytics for Smart Cities: Case Study: City of Chicago. Dept. of Public Health. Restaurant Inspection Restaurants. 36 City inspectors. Annually,15% restaurants receive violation. Public health hazard. Spread of food borne illnesses. Predict and prevent early violators City teams up with Allstate Insurance Analytics team- PPP project Solution: Tobacco & alcohol license Age of Restaurant Time since last inspection Location Garbage & sanitation complaints Nearby burglaries Three day avg. high temperature Machine Learning Platform Predict Violation of License Results: Predicted earlier More violators Better utilization
23 Big Data Analytics for Smart City: Case Study: City of Chicago. Publishes neighborhood safety index based on crime rate. Neighborhoods suffer because red zones are unsafe to live Data Analytics: Yale University researchers Looked into crime rates with the victims profiles in social media Meta data Results: Risk of facing a violent crime in red neighborhood really depends on someone s network of people he/she knowd and behavior Similar to public health crisis such as sharing a needle Risk is not random based on where you live but whom you know: Primary, secondary, or even tertiary level of connections NPR Radio: Shankar Vedantam: February, 2015
24 Big Data Analytics for Smart City: Louisville, Kentucky: Has one of the nation s worst Asthma problem A City cloud tracks usage of inhaler realtime through sensing and mobile app. Data points out where usage is high and under conditions Analytics help to improve air quality and predict Asthma conditions
25 Big data analytics for Smart Cities- : Conclusions: Big city data analytics has significant opportunities to create new solutions for both cities and infrastructure Creation of values- business, social, economic- should be the goals A well planned architecture needs to be implemented for the long-run Strategic vision is of paramount importance Citizens need to be inspired to participate Great collaboration opportunities exist for academicians, industry, and govt. organizations.
Buildings of the Future Innovation at Siemens Building Technologies Duke Energy Academy at Purdue University June 23, 2015
David Hopping, President, BT Americas Buildings of the Future Innovation at Siemens Building Technologies Duke Energy Academy at Purdue University June 23, 2015 Agenda Dave Hopping Introduction Why are
More informationINDUSTRIAL INTERNET Value Behind the Hype. Juha Pankakoski, Konecranes Plc Chief Digital Officer and CIO
INDUSTRIAL INTERNET Value Behind the Hype Juha Pankakoski, Konecranes Plc Chief Digital Officer and CIO Ii - OPPORTUNITY Ii - CHALLENGE II - KONECRANES II - LEARNINGS Ii - DATA TO KNOWLEDGE II - ECOSYSTEMS
More informationTS03: Operational Excellence by Leveraging Internet of Things Technologies
TS03: Operational Excellence by Leveraging Internet of Things Technologies Virendra Chaudhari- Industry Solutions Manufacturing- Microsoft Imtiaz Javeed Product Manager -Visualization & Information Software
More informationHow does Big Data disrupt the technology ecosystem of the public cloud?
How does Big Data disrupt the technology ecosystem of the public cloud? Copyright 2012 IDC. Reproduction is forbidden unless authorized. All rights reserved. Agenda Market trends 2020 Vision Introduce
More informationA Hurwitz white paper. Inventing the Future. Judith Hurwitz President and CEO. Sponsored by Hitachi
Judith Hurwitz President and CEO Sponsored by Hitachi Introduction Only a few years ago, the greatest concern for businesses was being able to link traditional IT with the requirements of business units.
More informationSiemens 2020 Our strategy and innovation focus Lecture at Koç University Unrestricted Siemens AG 2014. All rights reserved.
Siemens Corporate Technology Istanbul, September 4, 2014 Siemens 2020 Our strategy and innovation focus Lecture at Koç University Unrestricted Siemens AG 2014. All rights reserved. Contents Siemens strategy
More informationCreating business outcomes for Building Operators with the Internet of Things
Creating business outcomes for Building Operators with the Internet of Things Vertical case studies from Dubai Siemens Building Technologies IoT World Forum 2015, Dubai siemens.com Siemens Digitalization
More informationIndustry 4.0 Vision to Reality Siemens AG 2015 siemens.com
Alan Norbury Siemens UK Industrial CTO Industry 4.0 Vision to Reality siemens.com Future of Manufacturing - Video http://www.siemens.co.uk/future-of-manufacturing Page 2 Industry 4.0.moving into a fourth
More informationThe 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 informationSmart Cities: Science, i 2 e and Impact
Smart Cities: Science, i 2 e and Impact November 13, 2012 Global Forum 2012 Jerry M. Hultin, President Polytechnic Institute of New York University Global population heading towards 9 billion 2 The emergence
More informationDisrupting The Market: Predictive Analytics As A Service
Disrupting The Market: Predictive Analytics As A Service 0 Problem 8.7 Billion Connected Devices 1 Growing 25% Annually What Does This Data Tell Us About Sensor Use? 1 Study conducted by Cisco 1 Solution
More informationSmart Cities. Opportunities for Service Providers
Smart Cities Opportunities for Service Providers By Zach Cohen Smart cities will use technology to transform urban environments. Cities are leveraging internet pervasiveness, data analytics, and networked
More informationServices the Next Level. How Industry Services from Siemens help you discover a new source of competitive advantage. siemens.com/industry-services
Services the Next Level How Industry Services from Siemens help you discover a new source of competitive advantage siemens.com/industry-services Digitization challenge or untapped opportunity? As the new
More informationEnabling Manufacturing Transformation in a Connected World. John Shewchuk Technical Fellow DX
Enabling Manufacturing Transformation in a Connected World John Shewchuk Technical Fellow DX Internet of Things What is the Internet of Things? The network of physical objects that contain embedded technology
More informationIndustrial Internet @GE. Dr. Stefan Bungart
Industrial Internet @GE Dr. Stefan Bungart The vision is clear The real opportunity for change surpassing the magnitude of the consumer Internet is the Industrial Internet, an open, global network that
More informationDistrict Energy and the Industrial IoT Benefits of a Connected System
District Energy and the Industrial IoT Benefits of a Connected System Presented by: Adam Strynadka Managing Director DeviceLynk What is the Industrial Internet of Things? The Internet of Things (IoT) can
More informationGov 3.0. Driving e-government through social, mobile, analytics and the cloud. Microsoft CityNext
Gov 3.0 Driving e-government through social, mobile, analytics and the cloud Rodrigo Becerra Mizuno Director Public Sector Asia Microsoft rbecerra@microsoft.com e-government Evolution Gov 1.0 (e-gov)
More informationInternet of Things. Opportunity Challenges Solutions
Internet of Things Opportunity Challenges Solutions Copyright 2014 Boeing. All rights reserved. GPDIS_2015.ppt 1 ANALYZING INTERNET OF THINGS USING BIG DATA ECOSYSTEM Internet of Things matter for... Industrial
More informationFrom Big Data to Smart Data Thomas Hahn
Siemens Future Forum @ HANNOVER MESSE 2014 From Big to Smart Hannover Messe 2014 The Evolution of Big Digital data ~ 1960 warehousing ~1986 ~1993 Big data analytics Mining ~2015 Stream processing Digital
More informationSmart Data THE driving force for industrial applications
Smart Data THE driving force for industrial applications European Data Forum Luxembourg, siemens.com The world is becoming digital User behavior is radically changing based on new business models Newspaper,
More informationReimagining Business with SAP HANA Cloud Platform for the Internet of Things
SAP Brief SAP HANA SAP HANA Cloud Platform for the Internet of Things Objectives Reimagining Business with SAP HANA Cloud Platform for the Internet of Things Connect, transform, and reimagine Connect,
More informationDelivering secure, real-time business insights for the Industrial world
Delivering secure, real-time business insights for the Industrial world Arnaud Mathieu: Program Director, Internet of Things Dev., IBM amathieu@us.ibm.com @arnomath 1 We are on the threshold of massive
More informationBig 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 informationAccenture and Oracle: Leading the IoT Revolution
Accenture and Oracle: Leading the IoT Revolution ACCENTURE AND ORACLE The Internet of Things (IoT) is rapidly moving from concept to reality, as companies see the value of connecting a range of sensors,
More informationIgniting the Next Industrial Revolution
Igniting the Next Industrial Revolution Defining an M2M Technology Platform for the Industrial Internet M2M Evolution Conference, 30 Jan 2014 Nikhil Chauhan Director Product Marketing, GE Software Sufficiently
More informationRealizing Business Value from Convergence of IoT + Big Data Technologies. Aditya Thadani Phil Andreoli
Realizing Business Value from Convergence of IoT + Big Data Technologies Aditya Thadani Phil Andreoli CONVERGENCE OF IOT+BIG DATA TECHNOLOGIES Agenda Business Opportunity & Outcomes Where does IoT (Internet
More informationEnterprise Application Enablement for the Internet of Things
Enterprise Application Enablement for the Internet of Things Prof. Dr. Uwe Kubach VP Internet of Things Platform, P&I Technology, SAP SE Public Internet of Things (IoT) Trends 12 50 bn 40 50 % Devices
More informationData Mining for Successful Healthcare Organizations
Data Mining for Successful Healthcare Organizations For successful healthcare organizations, it is important to empower the management and staff with data warehousing-based critical thinking and knowledge
More informationValue of. Clinical and Business Data Analytics for. Healthcare Payers NOUS INFOSYSTEMS LEVERAGING INTELLECT
Value of Clinical and Business Data Analytics for Healthcare Payers NOUS INFOSYSTEMS LEVERAGING INTELLECT Abstract As there is a growing need for analysis, be it for meeting complex of regulatory requirements,
More informationPaper Title: Ubiquitous and Integrated Portfolio management of Federal & State projects
Paper Title: Ubiquitous and Integrated Portfolio management of Federal & State projects Conference Theme : ARCHITECTING PROJECT MANAGEMENT for Redefining India.. Sub Theme - Strategic & Innovative Practices
More informationThe 5G Infrastructure Public-Private Partnership
The 5G Infrastructure Public-Private Partnership NetFutures 2015 5G PPP Vision 25/03/2015 19/06/2015 1 5G new service capabilities User experience continuity in challenging situations such as high mobility
More informationPredictive analytics for the business analyst: your first steps with SAP InfiniteInsight
Predictive analytics for the business analyst: your first steps with SAP InfiniteInsight Pierpaolo Vezzosi, SAP SESSION CODE: 0605 Summary Who said you need a PhD to do sophisticated predictive analysis?
More informationSTARTING A SMART COMMUNITY EVOLUTION THE JOURNEY TO URBAN SYSTEM RESILIENCE
STARTING A SMART COMMUNITY EVOLUTION THE JOURNEY TO URBAN SYSTEM RESILIENCE BLACK & VEATCH ESTABLISHES THE ESSENTIAL FOUNDATION OF SMART COMMUNITIES A successful Smart Community evolution requires insightful
More informationBig Data and Government: What s the Big Deal? John Kreisa Chief Strategic Marketing Officer Hortonworks
Big Data and Government: What s the Big Deal? John Kreisa Chief Strategic Marketing Officer Hortonworks Big Data = Big Opportunity 1 Zettabyte(ZB) = 1 Billion TBs 15x growth rate of machine generated data
More informationLakeside. Lakeside Software and IBM: Statement of Fact. SysTrack. A Lakeside Software White Paper November 2011
A Software White Paper November 2011 Software and IBM: Statement of Fact Joint Statement of Fact (SOF) Regarding Business Relationship Software, Inc. & IBM Corporation SysTrack 2 SysTrack and HIPAA Table
More informationBPM for Structural Integrity Management in Oil and Gas Industry
Whitepaper BPM for Structural Integrity Management in Oil and Gas Industry - Saurangshu Chakrabarty Abstract Structural Integrity Management (SIM) is an ongoing lifecycle process for ensuring the continued
More informationManufacturing and the Internet of Everything
Manufacturing and the Internet of Everything Johan Arens, CISCO (joarens@cisco.com) Business relevance of the Internet of everything Manufacturing trends Business imperatives and outcomes A vision of the
More informationDATA ANALYTICS AND REAL TIME CRIME TOOLS INTELLIGENCE LED POLICING
DATA ANALYTICS AND REAL TIME CRIME TOOLS INTELLIGENCE LED POLICING STEVE BEACH, ENGAGEMENT MANAGER MOTOROLA SOLUTIONS NOVEMBER 4, 2014 1 TRENDS IN PUBLIC SAFETY HOW THE PUBLIC SAFETY LANDSCAPE IS CHANGING
More informationOn the Way to Industrie 4.0 The Digital Enterprise Siemens AG 2015 siemens.com
Klaus Helmrich Member of the Managing Board of Siemens AG On the Way to Industrie 4.0 The Digital Enterprise siemens.com Siemens focuses on electrification, automation and digitalization and is actively
More informationT r a n s f o r m i ng Manufacturing w ith the I n t e r n e t o f Things
M A R K E T S P O T L I G H T T r a n s f o r m i ng Manufacturing w ith the I n t e r n e t o f Things May 2015 Adapted from Perspective: The Internet of Things Gains Momentum in Manufacturing in 2015,
More informationTowards a Thriving Data Economy: Open Data, Big Data, and Data Ecosystems
Towards a Thriving Data Economy: Open Data, Big Data, and Data Ecosystems Volker Markl volker.markl@tu-berlin.de dima.tu-berlin.de dfki.de/web/research/iam/ bbdc.berlin Based on my 2014 Vision Paper On
More informationThe Internet of Things
The Internet of Things The Power of Actionable Insight An introduction to the Internet of Things Chris Vetor Business Unit Executive, WW Programs cvetor@us.ibm.com More and more of the world s activity
More informationThe 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 informationExplore the Art of the Possible Discover how your company can create new business value through a co-innovation partnership with SAP
Explore the Art of the Possible Discover how your company can create new business value through a co-innovation partnership with SAP Innovate to Differentiate How SAP technology innovations can help your
More informationlocuz.com Big Data Services
locuz.com Big Data Services Big Data At Locuz, we help the enterprise move from being a data-limited to a data-driven one, thereby enabling smarter, faster decisions that result in better business outcome.
More information2013 Cisco and/or its affiliates. All rights reserved. 1
2013 Cisco and/or its affiliates. All rights reserved. 1 2013 Cisco and/or its affiliates. All rights reserved. 3 IoTWF14 Breakout V-MAN-01: Manufacturing Business Outcomes with IoT John Kern SVP, Supply
More informationFact Finders vs. Fumblers: Using Business Analytics to Succeed in the Intelligent Economy
Fact Finders vs. Fumblers: Using Business Analytics to Succeed in the Intelligent Economy Henry Morris Senior Vice President, Worldwide Software and Services Research Groups IDC Agenda Market Trends Driving
More informationCONECTIVIDAD EN LA ERA DEL IOT THE INTERNET OF THINGS
CONECTIVIDAD EN LA ERA DEL IOT THE INTERNET OF THINGS Didier Mora System Engineer Cisco Mayo, 2015 Converging Digital Disruptions The Nexus of Forces The 3rd Platform The Industrial Internet IoT = $1.9
More informationIoT Analytics: Using Big Data to Architect the Products and Services of Tomorrow
IoT Analytics: Using Big Data to Architect the Products and Services of Tomorrow Introduction We are in the early stages of a new world where everything worth connecting will be connected and can communicate.
More information2015 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 informationCONNECTING DATA WITH BUSINESS
CONNECTING DATA WITH BUSINESS Big Data and Data Science consulting Business Value through Data Knowledge Synergic Partners is a specialized Big Data, Data Science and Data Engineering consultancy firm
More informationDigital Business Platform for SAP
BUSINESS WHITE PAPER Digital Business Platform for SAP SAP ERP is the foundation on which the enterprise runs. Software AG adds the missing agility component with a digital business platform. CONTENT 1
More informationInternet of Things (IoT): A vision, architectural elements, and future directions
SeoulTech UCS Lab 2014-2 st Internet of Things (IoT): A vision, architectural elements, and future directions 2014. 11. 18 Won Min Kang Email: wkaqhsk0@seoultech.ac.kr Table of contents Open challenges
More informationThe Challenge of Handling Large Data Sets within your Measurement System
The Challenge of Handling Large Data Sets within your Measurement System The Often Overlooked Big Data Aaron Edgcumbe Marketing Engineer Northern Europe, Automated Test National Instruments Introduction
More informationCapitalizing on The Internet of Things
Capitalizing on The Internet of Things March 2016 Capitalizing on The Internet of Things Table of Contents Executive summary... 2 Transforming from a product business into a service business... 2 The core
More informationPromises and Pitfalls of Big-Data-Predictive Analytics: Best Practices and Trends
Promises and Pitfalls of Big-Data-Predictive Analytics: Best Practices and Trends Spring 2015 Thomas Hill, Ph.D. VP Analytic Solutions Dell Statistica Overview and Agenda Dell Software overview Dell in
More informationSelf-Improving Supply Chains
Self-Improving Supply Chains Cyrus Hadavi Ph.D. Adexa, Inc. All Rights Reserved January 4, 2016 Self-Improving Supply Chains Imagine a world where supply chain planning systems can mold themselves into
More informationCrime Hotspots Analysis in South Korea: A User-Oriented Approach
, pp.81-85 http://dx.doi.org/10.14257/astl.2014.52.14 Crime Hotspots Analysis in South Korea: A User-Oriented Approach Aziz Nasridinov 1 and Young-Ho Park 2 * 1 School of Computer Engineering, Dongguk
More informationA Systems of Systems. The Internet of Things. perspective on. Johan Lukkien. Eindhoven University
A Systems of Systems perspective on The Internet of Things Johan Lukkien Eindhoven University System applications platform In-vehicle network network Local Control Local Control Local Control Reservations,
More informationIn the pursuit of becoming smart
WHITE PAPER In the pursuit of becoming smart The business insight into Comarch IoT Platform Introduction Businesses around the world are seeking the direction for the future, trying to find the right solution
More informationAgil visualisering och dataanalys
Agil visualisering och dataanalys True Business and IT collaboration in Analytics Niklas Packendorff @packendorff SAPSA Impuls 2014 Legal disclaimer The information in this presentation is confidential
More informationBig Data Strategies Creating Customer Value In Utilities
Big Data Strategies Creating Customer Value In Utilities National Conference ICT For Energy And Utilities Sofia, October 2013 Valery Peykov Country CIO Bulgaria Veolia Environnement 17.10.2013 г. One Core
More informationMES and Industrial Internet
October 7, 2014 MES and Industrial Internet Jan Snoeij Board Member, MESA International Principal Consultant, CGI Do you know MESA? Agenda Introduction Internet of Things Big Data Smart Factory or Smart
More informationBIG DATA: FROM HYPE TO REALITY. Leandro Ruiz Presales Partner for C&LA Teradata
BIG DATA: FROM HYPE TO REALITY Leandro Ruiz Presales Partner for C&LA Teradata Evolution in The Use of Information Action s ACTIVATING MAKE it happen! Insights OPERATIONALIZING WHAT IS happening now? PREDICTING
More informationData Analytics as a Service
Data Analytics as a Service unleashing the power of Cloud and Big Data 05-06-2014 Big Data in a Cloud DAaaS: Data Analytics as a Service DAaaS: Data Analytics as a Service Introducing Data Analytics as
More informationCity Deploys Big Data BI Solution to Improve Lives and Create a Smart-City Template
City Deploys Big Data BI Solution to Improve Lives and Create a Smart-City Template Overview Customer: Customer Website: http://www.bcn.cat/en/ Country or Region: Spain Industry: Government Customer Profile
More informationTop Ten Emerging Industries of the Future
Top Ten Emerging Industries of the Future The $20 Trillion Opportunity that will Transform Future Businesses and Societies P6E3-MT October 2014 1 Contents Section Slide Number Executive Summary 5 Research
More informationDemystifying 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 informationCONTENTS. Introduction 3. IoT- the next evolution of the internet..3. IoT today and its importance..4. Emerging opportunities of IoT 5
#924, 5 A The catchy phrase Internet of Things (IoT) or the Web of Things has become inevitable to the modern world. Today wireless technology has reached its zenith making it possible to interact with
More informationinternet of things Patrick Pax Business Development Manager Chris Geary Innovation Manager
internet of things Patrick Pax Business Development Manager Chris Geary Innovation Manager agenda 1 2 3 4 internet of things moving into main stream uncover new opportunities in your business call for
More informationMEDICAL DATA MINING. Timothy Hays, PhD. Health IT Strategy Executive Dynamics Research Corporation (DRC) December 13, 2012
MEDICAL DATA MINING Timothy Hays, PhD Health IT Strategy Executive Dynamics Research Corporation (DRC) December 13, 2012 2 Healthcare in America Is a VERY Large Domain with Enormous Opportunities for Data
More informationBig Data Analytics- Innovations at the Edge
Big Data Analytics- Innovations at the Edge Brian Reed Chief Technologist Healthcare Four Dimensions of Big Data 2 The changing Big Data landscape Annual Growth ~100% Machine Data 90% of Information Human
More informationIBM Software Integrated Service Management: Visibility. Control. Automation.
IBM Software Integrated Service Management: Visibility. Control. Automation. Enabling service innovation 2 Integrated Service Management: Visibility. Control. Automation. Every day, the world is becoming
More informationGreen Software Services From requirements to Business Models
Green Software Services From requirements to Business Models Schahram Dustdar TU Wien Austria Distributed Systems Group dsg.tuwien.ac.at Smart Evolution People, Services,Things Smart Buildings and Energy
More informationInternet of Things Vom Hype zum Innovationsschub!
Internet of Things Vom Hype zum Innovationsschub! Internal Helmut Grimm, SAP SE März, 2016 Disclaimer This presentation outlines our general product direction and should not be relied on in making a purchase
More informationJOURNAL OF OBJECT TECHNOLOGY
JOURNAL OF OBJECT TECHNOLOGY Online at www.jot.fm. Published by ETH Zurich, Chair of Software Engineering JOT, 2008 Vol. 7, No. 8, November-December 2008 What s Your Information Agenda? Mahesh H. Dodani,
More informationMaking Critical Connections: Predictive Analytics in Government
Making Critical Connections: Predictive Analytics in Improve strategic and tactical decision-making Highlights: Support data-driven decisions. Reduce fraud, waste and abuse. Allocate resources more effectively.
More informationHadoop for Enterprises:
Hadoop for Enterprises: Overcoming the Major Challenges Introduction to Big Data Big Data are information assets that are high volume, velocity, and variety. Big Data demands cost-effective, innovative
More informationWhite paper: Delivering Business Value with Apache Mesos
Executive Summary In today s business environment, time to market is critical as we are more reliant on technology to meet customer needs. Traditional approaches to solving technology problems are failing
More informationEnabling the SmartGrid through Cloud Computing
Enabling the SmartGrid through Cloud Computing April 2012 Creating Value, Delivering Results 2012 eglobaltech Incorporated. Tech, Inc. All rights reserved. 1 Overall Objective To deliver electricity from
More informationDynamic M2M Event Processing Complex Event Processing and OSGi on Java Embedded
Dynamic M2M Event Processing Complex Event Processing and OSGi on Java Embedded Oleg Kostukovsky - Master Principal Sales Consultant Walt Bowers - Hitachi CTA Chief Architect 1 2 1. The Vs of Big Data
More informationBig Data Strategy. Use Case Study. Amy O Connor // Field Sales Evangelist
Big Data Strategy Use Case Study Amy O Connor // Field Sales Evangelist The Importance of a Data Strategy Data is your Most Important Asset Use that Data to achieve your Business Vision 2 Data created
More informationI. TODAY S UTILITY INFRASTRUCTURE vs. FUTURE USE CASES...1 II. MARKET & PLATFORM REQUIREMENTS...2
www.vitria.com TABLE OF CONTENTS I. TODAY S UTILITY INFRASTRUCTURE vs. FUTURE USE CASES...1 II. MARKET & PLATFORM REQUIREMENTS...2 III. COMPLEMENTING UTILITY IT ARCHITECTURES WITH THE VITRIA PLATFORM FOR
More informationEssential Elements of an IoT Core Platform
Essential Elements of an IoT Core Platform Judith Hurwitz President and CEO Daniel Kirsch Principal Analyst and Vice President Sponsored by Hitachi Introduction The maturation of the enterprise cloud,
More informationIoT-03-2017 R&I on IoT integration and platforms INTERNET OF THINGS FOCUS AREA
HORIZON 2020 WP 2016-17 IoT-03-2017 R&I on IoT integration and platforms INTERNET OF THINGS DG CONNECT European Commission Internet of Things As enabler of a future hyper-connected society, the Internet
More informationSmarter wireless networks
IBM Software Telecommunications Thought Leadership White Paper Smarter wireless networks Add intelligence to the mobile network edge 2 Smarter wireless networks Contents 2 Introduction 3 Intelligent base
More informationBig Data & Digital platforms: removing barriers to boost adoption in Europe
www.pwc.lu Big Data & Digital platforms: removing barriers to boost adoption in Europe Laurent Probst Partner Presentation of Digital Entrepreneurship program & Strategic Policy Forum What Europe can do
More informationReal World Application and Usage of IBM Advanced Analytics Technology
Real World Application and Usage of IBM Advanced Analytics Technology Anthony J. Young Pre-Sales Architect for IBM Advanced Analytics February 21, 2014 Welcome Anthony J. Young Lives in Austin, TX Focused
More informationIoT and the Digital Divide
IoT and the Digital Divide Achieving Higher Speed, Lower Latency and High Degree of Reliability Xiao Binbing Country Manager, Huawei Denmark. www.huawei.com Contents Company Overview Industry Trends The
More informationWeb analytics: Data Collected via the Internet
Database Marketing Fall 2016 Web analytics (incl real-time data) Collaborative filtering Facebook advertising Mobile marketing Slide set 8 1 Web analytics: Data Collected via the Internet Customers can
More informationHitachi Visualization. Twin Cities Public Safety Presentation
Hitachi Visualization Twin Cities Public Safety Presentation Safer, Smarter, More Efficient Communities INTEGRATED REPORTING AND ANALYTICS: ACTIONABLE INSIGHT ENERGY UTILITY VEHICLE TRANSIT PUBLIC SAFETY
More informationEVERYTHING THAT MATTERS IN ADVANCED ANALYTICS
EVERYTHING THAT MATTERS IN ADVANCED ANALYTICS Marcia Kaufman, Principal Analyst, Hurwitz & Associates Dan Kirsch, Senior Analyst, Hurwitz & Associates Steve Stover, Sr. Director, Product Management, Predixion
More informationEL Program: Smart Manufacturing Systems Design and Analysis
EL Program: Smart Manufacturing Systems Design and Analysis Program Manager: Dr. Sudarsan Rachuri Associate Program Manager: K C Morris Strategic Goal: Smart Manufacturing, Construction, and Cyber-Physical
More informationUnderstanding Your Customer Journey by Extending Adobe Analytics with Big Data
SOLUTION BRIEF Understanding Your Customer Journey by Extending Adobe Analytics with Big Data Business Challenge Today s digital marketing teams are overwhelmed by the volume and variety of customer interaction
More informationThe Internet of Things (IoT) is one of the most important technological trends of recent years.
Brochure Overview The Internet of Things (IoT) is one of the most important technological trends of recent years. It is the network of billions of intelligent objects and scenarios derived from it in terms
More informationMaking critical connections: predictive analytics in government
Making critical connections: predictive analytics in government Improve strategic and tactical decision-making Highlights: Support data-driven decisions using IBM SPSS Modeler Reduce fraud, waste and abuse
More informationBuilding Data-Driven Internet of Things (IoT) Applications
Building Data-Driven Internet of Things (IoT) Applications A four-step primer IOT DEMANDS NEW APPLICATIONS Automated homes. Connected cars. Smart cities. The Internet of Things (IoT) will forever change
More informationDanny 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 informationUSE CASES BROADBAND EXPERIENCE EVERYWHERE, ANYTIME SMART VEHICLES, TRANSPORT & INFRASTRUCTURE MEDIA EVERYWHERE CRITICAL CONTROL OF REMOTE DEVICES
5g Use Cases BROADBAND EXPERIENCE EVERYWHERE, ANYTIME 5g USE CASES SMART VEHICLES, TRANSPORT & INFRASTRUCTURE MEDIA EVERYWHERE CRITICAL CONTROL OF REMOTE DEVICES INTERACTION HUMAN-IOT Ericsson Internal
More information