The Challenge of Handling Large Data Sets within your Measurement System

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "The Challenge of Handling Large Data Sets within your Measurement System"

Transcription

1

2 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

3 Introduction to NI We provide graphical software with modular hardware to build measurement and control systems. Low-Cost Modular Measurement and Control Hardware Productive Software Development Tools Highly Integrated Systems Platforms From Sensor to Data Data Analysis, Processing Software Data Acq. & Control DAQ and Control HW Sensors 4

4 Escalating Complexity Over Time 5

5 6

6 Why Big Data? IBM Offers some insight 1minute worth of data million s 2 million Google searches 1.3 million video views on YouTube Mobile phones one manufacturer 3 TB of data a day just testing phones in production line. From dawn of time to 2008 collected. 5 Exabytes of data (5 billion Gigabytes) In 2012 collected 2.7 petabytes (2700 billion Gigabytes). 90% of all data ever collected has been in the last 2 years (IBM) 90% of pictures ever taken were taken in last 12 months c.12bn devices connected to internet vs c.1m in 2004, vs c.1000 in 1984 The annual growth rate of data is c.60% 8

7 Why? 9

8 Science, Discovery and Innovation... Thousand years ago Experimental Science Description of natural phenomena Last few hundred years Theoretical Science Newtons Laws, Maxwell s Equations Last few decades Computational Science Simulation of complex phenomena Today Data-intensive Science Unify theory, experiment & simulation 10

9 Big Data Characterized Variety Mix of structure and format Another V NI is seeing... Volume Large amounts Visibility Access from disparate geographic locations Velocity High speed, high sample rates Value Importance of analysis, which was previously limited by technology 11

10 15

11 Smart Tools Intelligent Communication Industrial Robots Smart Inspection Mobile Manipulator 16

12 Airbus Technology Store Vision Smart Filter Intelligent Input/Output Motion Industrial SOM sbriosmart CompactRIO PXI Mobile Tools Communication Robots Inspection Manipulator IP and Algorithm Library NI Hardware 17

13 Big Analog Data End-To-End Solution Architecture Sensors/Actuators Data Acquisition and Analysis Systems (Test, Monitoring, Logging, Control) NI Hardware and FPGA Firmware The Edge IT Infrastructure (Big Data Analytics, Mining) Edge IT (Local, Remote, Cloud) Corporate/ Federated IT NI Software Acquire Data Flow: Real-Time In Motion Early Life At Rest Archive Analyze Present Engineering, Scientific, and Business Analytics Visualization System Management/RASM 1 1 RASM:Reliability,Availability,Serviceability,Manageability Deployment, Health, Monitoring, and Serviceability 18

14 Example Big Analog Data Solution Architecture Product Manufacturing Test IT Infrastructures The Edge Data Acquisition and Analysis Systems Sensors Visibility Access from disparate geographic locations This annihilates former time and place dependencies Images Courtesy of Adventure Technologies, Agarwal, Kulak, Weir 21

15 The Internet of Things and Big Analog Data Solutions Commercial Smart factory Physical assets Transportation Electronic devices Vending machines Home appliances Automobiles Consumer Three supply side benefits of perpetual connectivity to product and consumer Monitor Continuous knowledge of the condition and usage of product in the market Maintain Convenient upgrades, patches, fixes and predictive failure analysis Motivate Compel consumer to purchase up-sells, accessories, etc. 25

16 Big Analog Data Solutions Mapping to The Internet of Things: Commercial Sensors/Actuators Data Acquisition and Analysis Systems IT Infrastructure (Analytics, Data Buses, Archieve) Smart factory Edge IT (Local, Remote, Cloud) Corporate/ Federated IT Physical assets Transportation Electronic devices Vending machines Home appliances Automobiles Consumer Acquire Data Flow: Real-Time In Motion Early Life At Rest Archive 26

17 Manufacturing and Big Analog Data Solutions Complex Data Acquisition, Control, and Global Supply Chain Communications Smart Factories and IoT drive efficiencies by immediate and perpetual visibility into manufacturing operations: This cuts out middle men in the system This annihilates former time and place dependencies Production Machines Smart-Grid Heavy Equipment Test Cells Hardware in the Loop (HIL) Big Physics Metal Fabrication Test and Measurements 28

18 Considerations: Enabling Technology Vectors Data Management capture, filing, transmission, retrieval, aging, data formats, visualization Systems Management deployment, configuration, health monitoring, security, RASM, remote access Data Analytics algorithms, prognostics, alarming, distributed intelligence

19 Considerations: Customer Value Data Management capture, filing, transmission, retrieval, aging, data formats, visualization Systems Management deployment, configuration, health monitoring, security, RASM, remote access Data Analytics algorithms, prognostics, alarming, distributed intelligence Robust, end-to-end test and validation (V&V) Reduces customer s Integration Risk Decreases customer s Time to Value

20 Big Analog Data Sources Big Analog Data Sources are Everywhere the oldest, fastest, and biggest of all the other Big Data combined 33

21 Discover more about the data challenge we face at: /biganalogdata Find out more about National Instruments at: Booth 8E050

7 Principles of the IoT

7 Principles of the IoT - A Personal Perspective Tom Bradicich, PhD VP, Server Engineering, HP Opening Remarks, Industrial Internet Consortium Summit June 23, 2015, Houston, Texas the IoT presents a big analog data problem the

More information

Delivering Managed Services Using Next Generation Branch Architectures

Delivering Managed Services Using Next Generation Branch Architectures Delivering Managed Services Using Next Generation Branch Architectures By: Lee Doyle, Principal Analyst at Doyle Research Sponsored by Versa Networks Executive Summary Network architectures for the WAN

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

Fog Computing and the Internet of Things: Extend the Cloud to Where the Things Are

Fog Computing and the Internet of Things: Extend the Cloud to Where the Things Are White Paper Fog Computing and the Internet of Things: Extend the Cloud to Where the Things Are What You Will Learn The Internet of Things (IoT) is generating an unprecedented volume and variety of data.

More information

Big Data & Analytics for Semiconductor Manufacturing

Big Data & Analytics for Semiconductor Manufacturing Big Data & Analytics for Semiconductor Manufacturing 半 導 体 生 産 におけるビッグデータ 活 用 Ryuichiro Hattori 服 部 隆 一 郎 Intelligent SCM and MFG solution Leader Global CoC (Center of Competence) Electronics team General

More information

Design, Prototype and Deploy Embedded Systems with LabVIEW

Design, Prototype and Deploy Embedded Systems with LabVIEW Design, Prototype and Deploy Embedded Systems with LabVIEW Agenda Challenges and trends in embedded design LabVIEW for algorithm design LabVIEW for prototyping LabVIEW for deployment Growing Complexity

More information

Enterprise Application Enablement for the Internet of Things

Enterprise 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 information

ni.com/vision NI Vision

ni.com/vision NI Vision ni.com/vision NI Vision The NI Vision Approach Integrate NI LabVIEW graphical system design software across the entire NI vision hardware portfolio to create a flexible, open platform that reduces development

More information

M2M The Next Industrial Revolution & Energy Transition Driver. M2M+ Visions, April 30, 2015, Milano Edmund Hain, Managing Director, MarComSo

M2M The Next Industrial Revolution & Energy Transition Driver. M2M+ Visions, April 30, 2015, Milano Edmund Hain, Managing Director, MarComSo M2M The Next Industrial Revolution & Energy Transition Driver M2M+ Visions, April 30, 2015, Milano Edmund Hain, Managing Director, MarComSo MarComSo Short Profile Founded in 1997 Focus on M2M/IoT-, IT

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

Industrial Roadmap for Connected Machines. Sal Spada Research Director ARC Advisory Group sspada@arcweb.com

Industrial Roadmap for Connected Machines. Sal Spada Research Director ARC Advisory Group sspada@arcweb.com Industrial Roadmap for Connected Machines Sal Spada Research Director ARC Advisory Group sspada@arcweb.com Industrial Internet of Things (IoT) Based upon enhanced connectivity of this stuff Connecting

More information

Making Machines More Connected and Intelligent

Making Machines More Connected and Intelligent White Paper Making Machines More Connected and Intelligent Overview It s no secret that technology is dramatically transforming the manufacturing arena. We re witnessing a new industrial revolution, led

More information

Next Internet Evolution: Getting Big Data insights from the Internet of Things

Next Internet Evolution: Getting Big Data insights from the Internet of Things Next Internet Evolution: Getting Big Data insights from the Internet of Things Internet of things are fast becoming broadly accepted in the world of computing and they should be. Advances in Cloud computing,

More information

The IoT/CPS Big Data Challenge

The IoT/CPS Big Data Challenge The IoT/CPS Big Data Challenge Stamatis Karnouskos SAP Road4FAME EU-Consultation Meeting, 22 May 2015, Brussels, Belgium Data acquisition becoming easy, finegrained, real-time, low-cost 0 sync (msec) Implicit

More information

IBM Security. 2013 IBM Corporation. 2013 IBM Corporation

IBM Security. 2013 IBM Corporation. 2013 IBM Corporation IBM Security Security Intelligence What is Security Intelligence? Security Intelligence --noun 1.the real-time collection, normalization and analytics of the data generated by users, applications and infrastructure

More information

Welcome to Services Discovery Channel. Host: Jean Wong, Head of Service Marketing, Asia Pacific, Japan and Greater China

Welcome to Services Discovery Channel. Host: Jean Wong, Head of Service Marketing, Asia Pacific, Japan and Greater China Welcome to Services Discovery Channel Host: Jean Wong, Head of Service Marketing, Asia Pacific, Japan and Greater China Connecting Analytics to Insight Are You Ready? Keynote Speakers: Mike Riegel, VP,

More information

System Design in the Software Era. ni.com

System Design in the Software Era. ni.com System Design in the Software Era ni.com 2 3 The Cost of a Software Defect Development Phase Cost Ratio Requirements 1 Design 3-6x Implementation 10x Development Testing 15-40x Acceptance Testing 30-70x

More information

Augmented Search for IT Data Analytics. New frontier in big log data analysis and application intelligence

Augmented Search for IT Data Analytics. New frontier in big log data analysis and application intelligence Augmented Search for IT Data Analytics New frontier in big log data analysis and application intelligence Business white paper May 2015 IT data is a general name to log data, IT metrics, application data,

More information

Exploring Big Data in Social Networks

Exploring Big Data in Social Networks Exploring Big Data in Social Networks virgilio@dcc.ufmg.br (meira@dcc.ufmg.br) INWEB National Science and Technology Institute for Web Federal University of Minas Gerais - UFMG May 2013 Some thoughts about

More information

Leveraging security from the cloud

Leveraging security from the cloud IBM Global Technology Services Thought Leadership White Paper IBM Security Services Leveraging security from the cloud The who, what, when, why and how of cloud-based security services 2 Leveraging security

More information

LogInspect 5 Product Features Robust. Dynamic. Unparalleled.

LogInspect 5 Product Features Robust. Dynamic. Unparalleled. LogInspect 5 Product Features Robust. Dynamic. Unparalleled. Enjoy ultra fast search capabilities in simple and complex modes optimized for Big Data Easily filter and display relevant topics, eg: Top 10

More information

Big Data overview. Livio Ventura. SICS Software week, Sept 23-25 Cloud and Big Data Day

Big Data overview. Livio Ventura. SICS Software week, Sept 23-25 Cloud and Big Data Day Big Data overview SICS Software week, Sept 23-25 Cloud and Big Data Day Livio Ventura Big Data European Industry Leader for Telco, Energy and Utilities and Digital Media Agenda some data on Data Big Data

More information

REAL-TIME STREAMING ANALYTICS DATA IN, ACTION OUT

REAL-TIME STREAMING ANALYTICS DATA IN, ACTION OUT REAL-TIME STREAMING ANALYTICS DATA IN, ACTION OUT SPOT THE ODD ONE BEFORE IT IS OUT flexaware.net Streaming analytics: from data to action Do you need actionable insights from various data streams fast?

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

Control a Bipedal Humanoid Robot Using NI LabVIEW

Control a Bipedal Humanoid Robot Using NI LabVIEW Control a Bipedal Humanoid Robot Using NI LabVIEW Segment: Academic Country: Singapore Author(s): Wee Teck Chew, Kang Biao, Qu Sai and Zhang Lu, School of Engineering, Temasek Polytechnic Product: NI LabVIEW

More information

What is Security Intelligence?

What is Security Intelligence? 2 What is Security Intelligence? Security Intelligence --noun 1. the real-time collection, normalization, and analytics of the data generated by users, applications and infrastructure that impacts the

More information

Get More Scalability and Flexibility for Big Data

Get More Scalability and Flexibility for Big Data Solution Overview LexisNexis High-Performance Computing Cluster Systems Platform Get More Scalability and Flexibility for What You Will Learn Modern enterprises are challenged with the need to store and

More information

Why Cloud BI? The 10 Substantial Benefits of Software-as-a-Service Business Intelligence

Why Cloud BI? The 10 Substantial Benefits of Software-as-a-Service Business Intelligence The 10 Substantial Benefits of Software-as-a-Service Business Intelligence Executive Summary Smart businesses are pursuing every available opportunity to maximize performance and minimize costs. Business

More information

LogPoint 5.1 Product Features Robust. Dynamic. Unparalleled.

LogPoint 5.1 Product Features Robust. Dynamic. Unparalleled. LogPoint 5.1 Product Features Robust. Dynamic. Unparalleled. LOGPOINT Enjoy ultra fast search capabilities in simple and complex modes optimized for Big Data Easily filter and display relevant topics,

More information

Big Data Analytics & Electronics System Design

Big Data Analytics & Electronics System Design India Chapter, Bangalore Big Data Analytics & Electronics System Design Ankan Mitra Vice-President SMTA India Chapter Hello Bangalore, How do you do? SMTA India Chapter ಹಲ ಬ ಗಳ ರ ನ ವ ಹ ಗ ದ ದ ರ? హల బ గళ

More information

Affordable Building Automation System Enabled by the Internet of Things (IoT)

Affordable Building Automation System Enabled by the Internet of Things (IoT) Solution Blueprint Internet of Things (IoT) Affordable Building Automation System Enabled by the Internet of Things (IoT) HCL Technologies* uses an Intel-based intelligent gateway to deliver a powerful,

More information

ANALYTICS BUILT FOR INTERNET OF THINGS

ANALYTICS BUILT FOR INTERNET OF THINGS ANALYTICS BUILT FOR INTERNET OF THINGS Big Data Reporting is Out, Actionable Insights are In In recent years, it has become clear that data in itself has little relevance, it is the analysis of it that

More information

Expanding Uniformance. Driving Digital Intelligence through Unified Data, Analytics, and Visualization

Expanding Uniformance. Driving Digital Intelligence through Unified Data, Analytics, and Visualization Expanding Uniformance Driving Digital Intelligence through Unified Data, Analytics, and Visualization The Information Challenge 2 What is the current state today? Lack of availability of business level

More information

Reimagining Business with SAP HANA Cloud Platform for the Internet of Things

Reimagining 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 information

Introduction to LabVIEW

Introduction to LabVIEW Introduction to LabVIEW Courtney Lessard LabVIEW Product Manager Our Mission We equip engineers and scientists with tools that accelerate productivity, innovation, and discovery. 2 Escalating Complexity

More information

Building Connected Businesses with Internet of Things Services

Building Connected Businesses with Internet of Things Services Building Connected Businesses with Internet of Things Services Connecting systems, assets, and users is the starting point for creating new services and optimising enterprise processes. The rapidly evolving

More information

Systems of Discovery The Perfect Storm of Big Data, Cloud and Internet-of-Things

Systems of Discovery The Perfect Storm of Big Data, Cloud and Internet-of-Things Systems of Discovery The Perfect Storm of Big Data, Cloud and Internet-of-Things Mac Devine CTO, IBM Cloud Services Division IBM Distinguished Engineer wdevine@us.ibm.com twitter: mac_devine Forecast for

More information

Enabling the SmartGrid through Cloud Computing

Enabling 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 information

Our focus is innovating security where you need it most

Our focus is innovating security where you need it most Our focus is innovating security where you need it most Scalable retail surveillance - Remote access and control - Uniform interface Scalable retail surveillance 2 Scalability brings you consistency, convenience

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

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

From Data to Insight: Big Data and Analytics for Smart Manufacturing Systems

From Data to Insight: Big Data and Analytics for Smart Manufacturing Systems From Data to Insight: Big Data and Analytics for Smart Manufacturing Systems Dr. Sudarsan Rachuri Program Manager Smart Manufacturing Systems Design and Analysis Systems Integration Division Engineering

More information

OVERVIEW DMC S SERVICES. Established in 1996, DMC serves customers worldwide from offices in Chicago, Boston, Denver, New York, and Houston

OVERVIEW DMC S SERVICES. Established in 1996, DMC serves customers worldwide from offices in Chicago, Boston, Denver, New York, and Houston OVERVIEW DMC S MANUFACTURING AUTOMATION & INTELLIGENCE DMC programs the systems that keep factory floors running, including PLCs, Servos, Robotics and more. TEST & MEASUREMENT AUTOMATION DMC develops automated

More information

Modernizing Your Data Warehouse for Hadoop

Modernizing Your Data Warehouse for Hadoop Modernizing Your Data Warehouse for Hadoop Big data. Small data. All data. Audie Wright, DW & Big Data Specialist Audie.Wright@Microsoft.com O 425-538-0044, C 303-324-2860 Unlock Insights on Any Data Taking

More information

Transforming the Telecoms Business using Big Data and Analytics

Transforming the Telecoms Business using Big Data and Analytics Transforming the Telecoms Business using Big Data and Analytics Event: ICT Forum for HR Professionals Venue: Meikles Hotel, Harare, Zimbabwe Date: 19 th 21 st August 2015 AFRALTI 1 Objectives Describe

More information

BYOzzzz: Focusing on the Unsolved Challenges of Mobility, An Industry Perspective

BYOzzzz: Focusing on the Unsolved Challenges of Mobility, An Industry Perspective BYOzzzz: Focusing on the Unsolved Challenges of Mobility, An Industry Perspective Kit Colbert CTO, End-User Computing 2014 VMware Inc. All rights reserved. VMware: Addressing the Market From Data Center

More information

White Paper June 2010 www.commscope.com

White Paper June 2010 www.commscope.com Into the Clouds A Look into What Cloud Computing is and How it May Affect Data Network Cabling White Paper June 2010 Contents BACKGROUND 3 IMPACT ON IT 4 SCALABILITY/FLEXIBILITY/ADAPTABILITY/AGILITY -

More information

Video Analytics and Security

Video Analytics and Security Video Analytics and Security Video Analytics and Security Using video data to improve both safety and ROI TABLE OF CONTENTS I. Executive Summary... 1 II. Captured on Video. Now What?... 2 III. Start Where

More information

Easily Connect, Control, Manage, and Monitor All of Your Devices with Nivis Cloud NOC

Easily Connect, Control, Manage, and Monitor All of Your Devices with Nivis Cloud NOC Easily Connect, Control, Manage, and Monitor All of Your Devices with Nivis Cloud NOC As wireless standards develop and IPv6 gains widespread adoption, more and more developers are creating smart devices

More information

Leading Telecom Provider Ensures Customers Have Proper Network Protection with WatchGuard

Leading Telecom Provider Ensures Customers Have Proper Network Protection with WatchGuard Leading Telecom Provider Ensures Customers Have Proper Network Protection with WatchGuard Entel is the largest telecommunications provider in Chile and Peru with more than 4,700 employees. It was established

More information

OnX Big Data Reference Architecture

OnX Big Data Reference Architecture OnX Big Data Reference Architecture Knowledge is Power when it comes to Business Strategy The business landscape of decision-making is converging during a period in which: > Data is considered by most

More information

The Internet of Things

The 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 information

Augmented Search for Web Applications. New frontier in big log data analysis and application intelligence

Augmented Search for Web Applications. New frontier in big log data analysis and application intelligence Augmented Search for Web Applications New frontier in big log data analysis and application intelligence Business white paper May 2015 Web applications are the most common business applications today.

More information

INTRODUCTION. IoT AND IP STRATEGIES

INTRODUCTION. IoT AND IP STRATEGIES INTRODUCTION At first, the Internet of Things (IoT) may seem like an idea straight out of science fiction. However, on closer consideration, we realize that the process of connecting everyday electronic

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

Start New Conversations, Open New Doors

Start New Conversations, Open New Doors @ulander Start New Conversations, Open New Doors Grow Your Business with Cisco Peder Ulander Vice President, Cloud and Managed Services Partner Organization, Cisco August 9, 2015 The World Is Changing

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

Industrial Internet @GE. Dr. Stefan Bungart

Industrial 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 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

Predicting From the Edge in an

Predicting From the Edge in an Predicting From the Edge in an IoT World IoT will produce 4,400 exabytes of data or 4,400 billion terabytes between 2013 and 2020. (IDC) Today, in the Internet of Things (IoT) era, the Internet touches

More information

The Internet of Things (IoT) is one of the most important technological trends of recent years.

The 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 information

TS03: Operational Excellence by Leveraging Internet of Things Technologies

TS03: 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 information

Q1 Labs Corporate Overview

Q1 Labs Corporate Overview Q1 Labs Corporate Overview The Security Intelligence Leader Who we are: Innovative Security Intelligence software company One of the largest and most successful SIEM vendors Leader in Gartner 2011, 2010,

More information

Defining. the. Infrastructure. for. Big Data

Defining. the. Infrastructure. for. Big Data Manufacturing leadership journal... Defining the Infrastructure for Big Data Realizing the potential of data and analytics requires that manufacturers build a new global technology infrastructure, underpinned

More information

Oracle Utilities Integration for Device Operations

Oracle Utilities Integration for Device Operations Oracle Utilities Integration for Device Operations Release Notes Oracle Utilities Meter Data Management v2.0.1.8 Oracle Utilities Operational Device Management v2.0.1 E36211-01 October 2012 Oracle Utilities

More information

Three proven methods to achieve a higher ROI from data mining

Three proven methods to achieve a higher ROI from data mining IBM SPSS Modeler Three proven methods to achieve a higher ROI from data mining Take your business results to the next level Highlights: Incorporate additional types of data in your predictive models By

More information

M2M innovations that will drive the market: Big Data, Cloud and LTE technologies impact?

M2M innovations that will drive the market: Big Data, Cloud and LTE technologies impact? M2M innovations that will drive the market: Big Data, Cloud and LTE technologies impact? M2M + Industry Forum / 13 April 2013 Joachim Dressler Board Member - M2M Alliance e.v. VP EMEA Sales Sierra Wireless

More information

SEE GREEN TO AVOID THE RED.

SEE GREEN TO AVOID THE RED. SEE GREEN TO AVOID THE RED. DATA INSIGHT THROUGHOUT THE SUPPLY CHAIN FUELS REVENUE, EFFICIENCIES, AND A GREENER FUTURE. By Abdul Abdullah OVER THE LAST 50 YEARS, INTERNATIONAL TRADE IN MANUFACTURED GOODS

More information

Build Your Managed Services Business with ScienceLogic

Build Your Managed Services Business with ScienceLogic White Paper Build Your Managed Services Business with ScienceLogic Sharpen Your Competitive Edge with Revenue-Driving Services 1 As a managed service provider (MSP), you realize that both the opportunities

More information

Architecting an Industrial Sensor Data Platform for Big Data Analytics

Architecting an Industrial Sensor Data Platform for Big Data Analytics Architecting an Industrial Sensor Data Platform for Big Data Analytics 1 Welcome For decades, organizations have been evolving best practices for IT (Information Technology) and OT (Operation Technology).

More information

Real-Time Big Data Analytics + Internet of Things (IoT) = Value Creation

Real-Time Big Data Analytics + Internet of Things (IoT) = Value Creation Real-Time Big Data Analytics + Internet of Things (IoT) = Value Creation January 2015 Market Insights Report Executive Summary According to a recent customer survey by Vitria, executives across the consumer,

More information

EL Program: Smart Manufacturing Systems Design and Analysis

EL 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 information

Augmented Search for Software Testing

Augmented Search for Software Testing Augmented Search for Software Testing For Testers, Developers, and QA Managers New frontier in big log data analysis and application intelligence Business white paper May 2015 During software testing cycles,

More information

Introduction to IoT. Driving Business Value with the Internet of Things

Introduction to IoT. Driving Business Value with the Internet of Things Introduction to IoT Driving Business Value with the Internet of Things What is the Internet of Things? The network of physical objects that contain embedded technology to communicate and interact with

More information

The Internet of Everything

The Internet of Everything The Internet of Everything The Next Evolution of the Internet is Changing Everything Todd Meister Vice President, Software and Solutions Innovation Americas Partner Organization, Cisco October 23, 2014

More information

FIRST Robotics LabVIEW Training

FIRST Robotics LabVIEW Training FIRST Robotics LabVIEW Training SECTION 1: LABVIEW OVERVIEW What is LabVIEW? It is a tool used by scientists and engineers to measure and automate the universe around us It is a graphical programming

More information

Create Operational Flexibility with Cost-Effective Cloud Computing

Create Operational Flexibility with Cost-Effective Cloud Computing IBM Sales and Distribution White paper Create Operational Flexibility with Cost-Effective Cloud Computing Chemicals and petroleum 2 Create Operational Flexibility with Cost-Effective Cloud Computing Executive

More information

BMC Remedy IT Service Management Suite

BMC Remedy IT Service Management Suite BMC Remedy IT Service Management Suite BMC Remedy ITSM enables streamlined service delivery with an amazing user experience on both sides of the service desk. Business Challenge Today s enterprises are

More information

NI Platform for automotive measurement and test applications

NI Platform for automotive measurement and test applications NI Platform for automotive measurement and test applications Simulation Rapid Control Prototyping Design Validation In-Vehicle Acquisition Hardware in the Loop Manufacturing Test Christoph Wimmer ASM Stuttgart

More information

IBM Solution Framework for Lifecycle Management of Research Data. 2008 IBM Corporation

IBM Solution Framework for Lifecycle Management of Research Data. 2008 IBM Corporation IBM Solution Framework for Lifecycle Management of Research Data Aspects of Lifecycle Management Research Utilization of research paper Usage history Metadata enrichment Usage Pattern / Citation Collaboration

More information

Data Centric Computing Revisited

Data Centric Computing Revisited Piyush Chaudhary Technical Computing Solutions Data Centric Computing Revisited SPXXL/SCICOMP Summer 2013 Bottom line: It is a time of Powerful Information Data volume is on the rise Dimensions of data

More information

Mobilizing Business Applications, Efficiently and Affordably

Mobilizing Business Applications, Efficiently and Affordably VERIZON APPLICATIONS AND CLOUD Mobilizing Business Applications, Efficiently and Affordably Mobile connectivity has become a way of life and an expectation for much of today s workforce. With pervasive

More information

Promises and Pitfalls of Big-Data-Predictive Analytics: Best Practices and Trends

Promises 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 information

Cisco Solutions for Big Data and Analytics

Cisco Solutions for Big Data and Analytics Cisco Solutions for Big Data and Analytics Tarek Elsherif, Solutions Executive November, 2015 Agenda Major Drivers & Challengs Data Virtualization & Analytics Platform Considerations for Big Data & Analytics

More information

Big Data a threat or a chance?

Big Data a threat or a chance? Big Data a threat or a chance? Helwig Hauser University of Bergen, Dept. of Informatics Big Data What is Big Data? well, lots of data, right? we come back to this in a moment. certainly, a buzz-word but

More information

July 2016 Price List

July 2016 Price List Data Acquisition and Visualization Solutions July 2016 Price List Software Custom Development Screen Design Training Beyond SCADA CONNECTING SENSORS, SYSTEMS, DEVICES AND DATABASES WITH THE PEOPLE WHO

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

M2M Analytics: A New Wave of Innovation

M2M Analytics: A New Wave of Innovation M2M Analytics: A New Wave of Innovation By Susan Simmons and Sidhant Jalan To date, typical enterprise Machine to Machine (M2M) projects have replaced legacy processes to serve basic operational needs,

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

Online Training Certifications

Online Training Certifications Online Training Certifications March Networks online certifications provide our certified partners with the knowledge required to install, operate and maintain our industry-leading Visual Intelligence

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

Discover the Power of IoT and Enterprise Communications. Kurt Jacobs NEC Enterprise Communication Technologies 19 May 2016

Discover the Power of IoT and Enterprise Communications. Kurt Jacobs NEC Enterprise Communication Technologies 19 May 2016 Discover the Power of IoT and Enterprise Communications Kurt Jacobs NEC Enterprise Communication Technologies 19 May 2016 What is IoT? It s Big So many devices, so much data and so much opportunity It

More information

Industrial Vision Days 2012 Making Cameras Smarter: FPGA Based Image Pre-processing Unleashed

Industrial Vision Days 2012 Making Cameras Smarter: FPGA Based Image Pre-processing Unleashed Industrial Vision Days 2012 Making Cameras Smarter: FPGA Based Image Pre-processing Unleashed Announcement of Partnership Seite: 3 High Quality Digital Cameras and Vision Sensors Visual FPGA Programming

More information

Big data and its transformational effects

Big data and its transformational effects Big data and its transformational effects Professor Fai Cheng Head of Research & Technology September 2015 Working together for a safer world Topics Lloyd s Register Big Data Data driven world Data driven

More information

IBM Tivoli Netcool network management solutions for enterprise

IBM Tivoli Netcool network management solutions for enterprise IBM Netcool network management solutions for enterprise The big picture view that focuses on optimizing complex enterprise environments Highlights Enhance network functions in support of business goals

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

Smart Industrial Manufacturing

Smart Industrial Manufacturing Robots-as-a-Service 2016 TM Forum Live! 2016 1 Best New Catalyst Award TMF Live 2016, Nice, France 2016 TM Forum Live! 2016 2 This Catalyst goes beyond the scope of traditional Machineto-Machine (M2M)

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

Why Cloud BI? of Software-as-a-Service Business Intelligence. Executive Summary. This white paper explores the 10 substantial

Why Cloud BI? of Software-as-a-Service Business Intelligence. Executive Summary. This white paper explores the 10 substantial of Software-as-a-Service Business Intelligence Executive Summary Smart businesses are pursuing every available opportunity to maximize performance and minimize costs. Business Intelligence tools used to

More information

Enabling Service Innovation on a Smarter Planet with Integrated Service Management. Chris Mallon, Service Management Executive, IBM Canada

Enabling Service Innovation on a Smarter Planet with Integrated Service Management. Chris Mallon, Service Management Executive, IBM Canada Enabling Service Innovation on a Smarter Planet with Integrated Service Management Chris Mallon, Service Management Executive, IBM Canada Our world is getting smarter intelligence is being infused into

More information