The Rise of Industrial Big Data. Brian Courtney General Manager Industrial Data Intelligence

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "The Rise of Industrial Big Data. Brian Courtney General Manager Industrial Data Intelligence"

Transcription

1 The Rise of Industrial Big Data Brian Courtney General Manager Industrial Data Intelligence

2 Agenda Introduction Big Data for the industrial sector Case in point: Big data saves millions at GE Energy Seeking an industrial big data solution The power of advanced historians Investing in the future of Industrial Big Data Conclusion

3 Introduction

4 Introduction Industrial businesses have entered the age of big data manufacturing stores more data than any other sector close to 2 exabytes of new data stored in McKinsey & Company Raw Industry Distribution Customer Proliferation of systems & devices Massive amounts of operational data Time-Series characteristics 4

5 Big Data for the industrial sector

6 Big Data for the industrial sector What is Time Series Data? 1 Definition Time-Series Control devices 2 Example data sources Pressure High-velocity Temperature Speed 3 Sampled and captured 4 Stored and analyzed Sampled down to the microsecond Millions streamed into storage Available for modeling, statistics and analytics 6

7 Big Data for the industrial sector How is Time Series Data Managed? Historians are the foundation of time series data management Collects, archives and distributes production information, securely, at extremely high speed Empowers everyone across the organization 7

8 Big Data for the industrial sector How is Time Series Data Contextualized and delivered? Asset Model Navigation Trending KPIs Alarms, Events & Advisories Near Real-Time Information 8

9 Big Data for the industrial sector How is Time Series Data Processed Batch processing Stream processing Offline analysis of massive data repositories for patterns and insights Real-time analysis of webscale data to identify trends and anomalies in data streams, as they occur Time series data stream 9

10 Big Data for the industrial sector How does data get Big? Customer example These figures reflect the data generated from just one of many machines that produce a particular personal care product, underscoring the sheer volume of data created by industrial companies. (174 Terabytes)

11 Big Data for the industrial sector GE has many Big Data Challenges Across the company GE handles over 5TB of data per day 11

12 Case in point Leveraging big data saves millions at GE Energy

13 Case Study GE Energy M&D Center 13

14 The problem turbine trips 14

15 Turbines monitored ~1,550 units monitored by M&D today 24x7x365 coverage Major Equipment Saves *Not actual Turbine locations

16 Interface System deployed Where we were Data in 3 days Inefficient storage Unreliable & custom 80 application servers Legacy system Where we are Data in 30 seconds 10x speed 10X data density 4x lower storage & app costs Highly reliable & scalable Reduced IT footprint Proficy What we did 10 month project $4MM investment Agile approach ~30 software changes New system Qualify Collect Qualify P1 Analytics Analytics Data Loader File Storage Oracle DB P2 Oracle DB P3 Oracle DB LIM Database File Storage Visualization Visualization Workflow Visualization Workflow Workflow Reporting Vending Web Portal Portal Reporting Vending Analytics Workflow Visualization SOA Interface Time Series Historian 16

17 Allowed us to do Real Time Remote Performance Diagnostics Condition-Based Maintenance Trip limit Exhaust temp Prevention Detection Predictive Technology 17

18 Results Reduction of RDBs to Historian Reduced infrastructure maintenance cost Years of data on-line vs months Faster response early detection Fewer trips (unplanned outages) $75MM cost avoidance 2X increased customer service levels 18

19 Seeking an industrial data solution

20 BUT! Can we answer this question? Have I seen this start up sequence before in the last 10 years over my global fleet of assets?

21 GE Global Research 6 global sites >7,000 technologists Two Nobel Prize winners First U.S. industrial lab $600 million annual funding Founding principle improve businesses through technology

22 Investing in the future of Industrial Big Data What caused the quality issue? Ahh, an unknown correlation existed I was unaware of (100MB) 174 Terabytes down to Terabytes 22

23 Investing in the future of Industrial Big Data How do I optimize my plant of 50 assets by comparing performance over the last 12 months? Answer: 0.5 Terabytes X 50 machines crashed my analysis client! X 50 = 1305 Terabyte s or 1.3 Petabyte s 23

24 Can Industrial Big Data be solved? Questions MapReduce Distributed file storage Analytics at the data Don t move data Answers???? 24

25 Benchmarking environment 1 2 Tech vendor Tech vendor HP DL180s G6: Intel X5650 Processors, 48GB ram, 24 x 500GB 6G SAS 7.2k SFF disk 3 Tech vendor 4 5 Tech vendor Tech vendor 10 Gb 10 Gb Ethernet switch (Cisco Nexus 5010) 10 Gb 10 Gb 5 DL180s (1 master, 4 workers) 5 DL180s (1 master, 4 workers) 6 DL180 (1 used for benchmarking) 10 Gb 10 Gb 1 heavy storage node With 12 TB Storage 2 DL180s Read/Write load generation 25

26 Benchmark results One of the fastest write to disk Fastest read from 17.5x to 75,000x faster Only one optimized to read and write at same time Smallest Data footprint

27 Investing in the future of Industrial Big Data How do I optimize my plant of 50 assets by comparing performance over the last months? Return answer back to user. Distributed file storage Analytics at the data Don t move data 27

28 BUT! Can we answer this question? Have I seen this start up sequence before in the last 10 years over my global fleet of assets?

29 Yes We Can! In 4 TB of data with a 5 node Hadoop Cluster, 14 signals were found in 2 min 48 sec

30 Investing in the future of Industrial Big Data

31 Conclusion Value exists in Big Data Industrial applications contain Big Data Advanced historians work for operational stores Combined with Big Data technology offers new answers GE has a solution today and investing for tomorrow Raw Industry Distribution Customer 31

32 The Rise of Industrial Big Data Brian Courtney General Manager Industrial Data Intelligence

The Rise of Industrial Big Data

The Rise of Industrial Big Data GE Intelligent Platforms The Rise of Industrial Big Data Leveraging large time-series data sets to drive innovation, competitiveness and growth capitalizing on the big data opportunity The Rise of Industrial

More information

The Rise of Industrial Big Data

The Rise of Industrial Big Data The Rise of Industrial Big Data Ron Yosefi Region Manager GEIP Software Sales Yariv Tsemah Software Technical Manager General Engineers Big Data for the industrial sector What is industrial big data? 1

More information

Proficy Monitoring & Analysis. Software to harness the industrial internet

Proficy Monitoring & Analysis. Software to harness the industrial internet Proficy Monitoring & Analysis Suite Software to harness the industrial internet Prepare for the Industrial Internet Massive amounts of equipment and process GE, as one of the largest and most successful

More information

The IoT Inc Business Meetup Silicon Valley

The IoT Inc Business Meetup Silicon Valley The IoT Inc Business Meetup Silicon Valley Meeting 8 April 2015 Bruce Sinclair (Organizer): bruce@iot-inc.com Target of Meetup For business people selling products and services into IoT but of course everyone

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

The Advantages of Enterprise Historians vs. Relational Databases

The Advantages of Enterprise Historians vs. Relational Databases GE Intelligent Platforms The Advantages of Enterprise Historians vs. Relational Databases Comparing Two Approaches for Data Collection and Optimized Process Operations The Advantages of Enterprise Historians

More information

Hadoop & SAS Data Loader for Hadoop

Hadoop & SAS Data Loader for Hadoop Turning Data into Value Hadoop & SAS Data Loader for Hadoop Sebastiaan Schaap Frederik Vandenberghe Agenda What s Hadoop SAS Data management: Traditional In-Database In-Memory The Hadoop analytics lifecycle

More information

ONE platform for ALL YOUR DATA Radim Petrzela February 26 th, 2013

ONE platform for ALL YOUR DATA Radim Petrzela February 26 th, 2013 ONE platform for ALL YOUR DATA Radim Petrzela February 26 th, 2013 POWER OF HITACHI Founded in 1910 US$118B FY11 900 subsidiaries 324,000 employees More than 760 PhDs INFORMATION and TELECOMMU- NICATIONS

More information

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

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

More information

Pentaho High-Performance Big Data Reference Configurations using Cisco Unified Computing System

Pentaho High-Performance Big Data Reference Configurations using Cisco Unified Computing System Pentaho High-Performance Big Data Reference Configurations using Cisco Unified Computing System By Jake Cornelius Senior Vice President of Products Pentaho June 1, 2012 Pentaho Delivers High-Performance

More information

Elasticsearch on Cisco Unified Computing System: Optimizing your UCS infrastructure for Elasticsearch s analytics software stack

Elasticsearch on Cisco Unified Computing System: Optimizing your UCS infrastructure for Elasticsearch s analytics software stack Elasticsearch on Cisco Unified Computing System: Optimizing your UCS infrastructure for Elasticsearch s analytics software stack HIGHLIGHTS Real-Time Results Elasticsearch on Cisco UCS enables a deeper

More information

Big Data Visualization. Apache Spark and Zeppelin

Big Data Visualization. Apache Spark and Zeppelin Big Data Visualization using Apache Spark and Zeppelin Prajod Vettiyattil, Software Architect, Wipro Agenda Big Data and Ecosystem tools Apache Spark Apache Zeppelin Data Visualization Combining Spark

More information

Big Data and Analytics: Getting Started with ArcGIS. Mike Park Erik Hoel

Big Data and Analytics: Getting Started with ArcGIS. Mike Park Erik Hoel Big Data and Analytics: Getting Started with ArcGIS Mike Park Erik Hoel Agenda Overview of big data Distributed computation User experience Data management Big data What is it? Big Data is a loosely defined

More information

Enhancing Business Performance using Integrated Visibility and Big Data

Enhancing Business Performance using Integrated Visibility and Big Data Enhancing Business Performance using Integrated Visibility and Big Data Manish Sharma Marketing Leader GE Energy Management Manish.Sharma1@ge.com Photograph of Speaker ARC Advisory Group GE Energy Management

More information

Cisco UCS and Fusion- io take Big Data workloads to extreme performance in a small footprint: A case study with Oracle NoSQL database

Cisco UCS and Fusion- io take Big Data workloads to extreme performance in a small footprint: A case study with Oracle NoSQL database Cisco UCS and Fusion- io take Big Data workloads to extreme performance in a small footprint: A case study with Oracle NoSQL database Built up on Cisco s big data common platform architecture (CPA), a

More information

HADOOP ON ORACLE ZFS STORAGE A TECHNICAL OVERVIEW

HADOOP ON ORACLE ZFS STORAGE A TECHNICAL OVERVIEW HADOOP ON ORACLE ZFS STORAGE A TECHNICAL OVERVIEW 757 Maleta Lane, Suite 201 Castle Rock, CO 80108 Brett Weninger, Managing Director brett.weninger@adurant.com Dave Smelker, Managing Principal dave.smelker@adurant.com

More information

Master big data to optimize the oil and gas lifecycle

Master big data to optimize the oil and gas lifecycle Viewpoint paper Master big data to optimize the oil and gas lifecycle Information management and analytics (IM&A) helps move decisions from reactive to predictive Table of contents 4 Getting a handle on

More information

SQream Technologies Ltd - Confiden7al

SQream Technologies Ltd - Confiden7al SQream Technologies Ltd - Confiden7al 1 Ge#ng Big Data Done On a GPU- Based Database Ori Netzer VP Product 26- Mar- 14 Analy7cs Performance - 3 TB, 18 Billion records SQream Database 400x More Cost Efficient!

More information

The Flash-Transformed Financial Data Center. Jean S. Bozman Enterprise Solutions Manager, Enterprise Storage Solutions Corporation August 6, 2014

The Flash-Transformed Financial Data Center. Jean S. Bozman Enterprise Solutions Manager, Enterprise Storage Solutions Corporation August 6, 2014 The Flash-Transformed Financial Data Center Jean S. Bozman Enterprise Solutions Manager, Enterprise Storage Solutions Corporation August 6, 2014 Forward-Looking Statements During our meeting today we will

More information

Innovation Session BIG DATA. HP EMEA Software Performance Tour 2014

Innovation Session BIG DATA. HP EMEA Software Performance Tour 2014 HP EMEA Software Performance Tour 2014 Innovation Session BIG DATA Copyright 2014 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. Unlocking

More information

Red Hat Enterprise Linux 6. Stanislav Polášek ELOS Technologies sp@elostech.cz

Red Hat Enterprise Linux 6. Stanislav Polášek ELOS Technologies sp@elostech.cz Stanislav Polášek ELOS Technologies sp@elostech.cz Red Hat - an Established Global Leader Compiler Development Identity & Authentication Storage & File Systems Middleware Kernel Development Virtualization

More information

Cisco for SAP HANA Scale-Out Solution on Cisco UCS with NetApp Storage

Cisco for SAP HANA Scale-Out Solution on Cisco UCS with NetApp Storage Cisco for SAP HANA Scale-Out Solution Solution Brief December 2014 With Intelligent Intel Xeon Processors Highlights Scale SAP HANA on Demand Scale-out capabilities, combined with high-performance NetApp

More information

Architecture & Experience

Architecture & Experience Architecture & Experience Data Mining - Combination from SAP HANA, R & Hadoop Markus Severin, Solution Principal Copyright 2014 Hewlett-Packard Development Company, L.P. The information contained herein

More information

SQL Server 2012 Parallel Data Warehouse. Solution Brief

SQL Server 2012 Parallel Data Warehouse. Solution Brief SQL Server 2012 Parallel Data Warehouse Solution Brief Published February 22, 2013 Contents Introduction... 1 Microsoft Platform: Windows Server and SQL Server... 2 SQL Server 2012 Parallel Data Warehouse...

More information

Platfora Big Data Analytics

Platfora Big Data Analytics Platfora Big Data Analytics ISV Partner Solution Case Study and Cisco Unified Computing System Platfora, the leading enterprise big data analytics platform built natively on Hadoop and Spark, delivers

More information

Quantcast Petabyte Storage at Half Price with QFS!

Quantcast Petabyte Storage at Half Price with QFS! 9-131 Quantcast Petabyte Storage at Half Price with QFS Presented by Silvius Rus, Director, Big Data Platforms September 2013 Quantcast File System (QFS) A high performance alternative to the Hadoop Distributed

More information

Building a Scalable Big Data Infrastructure for Dynamic Workflows

Building a Scalable Big Data Infrastructure for Dynamic Workflows Building a Scalable Big Data Infrastructure for Dynamic Workflows INTRODUCTION Organizations of all types and sizes are looking to big data to help them make faster, more intelligent decisions. Many efforts

More information

GE Fanuc Production Management Software

GE Fanuc Production Management Software ARC ADVISORY GROUP Orlando Forum 2008 Erik Udstuen Vice President, Intelligent Platforms ARC ADVISORY GROUP Orlando Forum 2008 & Pfizer and Our Vision Technology Roadmap 2 GE Enterprise Solutions Enterprise

More information

Ali Ghodsi Head of PM and Engineering Databricks

Ali Ghodsi Head of PM and Engineering Databricks Making Big Data Simple Ali Ghodsi Head of PM and Engineering Databricks Big Data is Hard: A Big Data Project Tasks Tasks Build a Hadoop cluster Challenges Clusters hard to setup and manage Build a data

More information

[Hadoop, Storm and Couchbase: Faster Big Data]

[Hadoop, Storm and Couchbase: Faster Big Data] [Hadoop, Storm and Couchbase: Faster Big Data] With over 8,500 clients, LivePerson is the global leader in intelligent online customer engagement. With an increasing amount of agent/customer engagements,

More information

BIG DATA TRENDS AND TECHNOLOGIES

BIG DATA TRENDS AND TECHNOLOGIES BIG DATA TRENDS AND TECHNOLOGIES THE WORLD OF DATA IS CHANGING Cloud WHAT IS BIG DATA? Big data are datasets that grow so large that they become awkward to work with using onhand database management tools.

More information

# Not a part of 1Z0-061 or 1Z0-144 Certification test, but very important technology in BIG DATA Analysis

# Not a part of 1Z0-061 or 1Z0-144 Certification test, but very important technology in BIG DATA Analysis Section 9 : Case Study # Objectives of this Session The Motivation For Hadoop What problems exist with traditional large-scale computing systems What requirements an alternative approach should have How

More information

Introducing Oracle Exalytics In-Memory Machine

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

More information

The Advantages of Plant-wide Historians vs. Relational Databases

The Advantages of Plant-wide Historians vs. Relational Databases GE Intelligent Platforms The Advantages of Plant-wide Historians vs. Relational Databases Comparing Two Approaches for Data Collection and Optimized Process Operations The Advantages of Plant-wide Historians

More information

System 1* Condition Monitoring and Diagnostic Software. Premium Package

System 1* Condition Monitoring and Diagnostic Software. Premium Package System 1* Condition Monitoring and Diagnostic Software Bently Nevada* Asset Condition Monitoring Premium Package The System 1 Premium Package represents GE Bently Nevada s flagship online condition monitoring

More information

IOmark- VDI. HP HP ConvergedSystem 242- HC StoreVirtual Test Report: VDI- HC- 150427- b Test Report Date: 27, April 2015. www.iomark.

IOmark- VDI. HP HP ConvergedSystem 242- HC StoreVirtual Test Report: VDI- HC- 150427- b Test Report Date: 27, April 2015. www.iomark. IOmark- VDI HP HP ConvergedSystem 242- HC StoreVirtual Test Report: VDI- HC- 150427- b Test Copyright 2010-2014 Evaluator Group, Inc. All rights reserved. IOmark- VDI, IOmark- VM, VDI- IOmark, and IOmark

More information

NextGen Infrastructure for Big DATA Analytics.

NextGen Infrastructure for Big DATA Analytics. NextGen Infrastructure for Big DATA Analytics. So What is Big Data? Data that exceeds the processing capacity of conven4onal database systems. The data is too big, moves too fast, or doesn t fit the structures

More information

Can Flash help you ride the Big Data Wave? Steve Fingerhut Vice President, Marketing Enterprise Storage Solutions Corporation

Can Flash help you ride the Big Data Wave? Steve Fingerhut Vice President, Marketing Enterprise Storage Solutions Corporation Can Flash help you ride the Big Data Wave? Steve Fingerhut Vice President, Marketing Enterprise Storage Solutions Corporation Forward-Looking Statements During our meeting today we may make forward-looking

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

Intel Platform and Big Data: Making big data work for you.

Intel Platform and Big Data: Making big data work for you. Intel Platform and Big Data: Making big data work for you. 1 From data comes insight New technologies are enabling enterprises to transform opportunity into reality by turning big data into actionable

More information

PLATFORA INTERACTIVE, IN-MEMORY BUSINESS INTELLIGENCE FOR HADOOP

PLATFORA INTERACTIVE, IN-MEMORY BUSINESS INTELLIGENCE FOR HADOOP PLATFORA INTERACTIVE, IN-MEMORY BUSINESS INTELLIGENCE FOR HADOOP Your business is swimming in data, and your business analysts want to use it to answer the questions of today and tomorrow. YOU LOOK TO

More information

HadoopTM Analytics DDN

HadoopTM Analytics DDN DDN Solution Brief Accelerate> HadoopTM Analytics with the SFA Big Data Platform Organizations that need to extract value from all data can leverage the award winning SFA platform to really accelerate

More information

Big Data & QlikView. Democratizing Big Data Analytics. David Freriks Principal Solution Architect

Big Data & QlikView. Democratizing Big Data Analytics. David Freriks Principal Solution Architect Big Data & QlikView Democratizing Big Data Analytics David Freriks Principal Solution Architect TDWI Vancouver Agenda What really is Big Data? How do we separate hype from reality? How does that relate

More information

AGENDA. What is BIG DATA? What is Hadoop? Why Microsoft? The Microsoft BIG DATA story. Our BIG DATA Roadmap. Hadoop PDW

AGENDA. What is BIG DATA? What is Hadoop? Why Microsoft? The Microsoft BIG DATA story. Our BIG DATA Roadmap. Hadoop PDW AGENDA What is BIG DATA? What is Hadoop? Why Microsoft? The Microsoft BIG DATA story Hadoop PDW Our BIG DATA Roadmap BIG DATA? Volume 59% growth in annual WW information 1.2M Zetabytes (10 21 bytes) this

More information

Building Optimized Scale-Out NAS Solutions with Avere and Arista Networks

Building Optimized Scale-Out NAS Solutions with Avere and Arista Networks Building Optimized Scale-Out NAS Solutions with Avere and Arista Networks Record-Breaking Performance in the Industry's Smallest Footprint Avere Systems, Inc. 5000 McKnight Road, Suite 404 Pittsburgh,

More information

Industry 4.0 and Big Data

Industry 4.0 and Big Data Industry 4.0 and Big Data Marek Obitko, mobitko@ra.rockwell.com Senior Research Engineer 03/25/2015 PUBLIC PUBLIC - 5058-CO900H 2 Background Joint work with Czech Institute of Informatics, Robotics and

More information

Data Storage. Vendor Neutral Data Archiving. May 2015 Sue Montagna. Imagination at work. GE Proprietary Information

Data Storage. Vendor Neutral Data Archiving. May 2015 Sue Montagna. Imagination at work. GE Proprietary Information Data Storage Vendor Neutral Data Archiving May 2015 Sue Montagna Imagination at work GE Proprietary Information Vendor Neutral Archiving Storing data in a standard format with a standard interface, such

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

Building the Internet of Things Jim Green - CTO, Data & Analytics Business Group, Cisco Systems

Building the Internet of Things Jim Green - CTO, Data & Analytics Business Group, Cisco Systems Building the Internet of Things Jim Green - CTO, Data & Analytics Business Group, Cisco Systems Brian McCarson Sr. Principal Engineer & Sr. System Architect, Internet of Things Group, Intel Corp Mac Devine

More information

Oracle Big Data SQL Technical Update

Oracle Big Data SQL Technical Update Oracle Big Data SQL Technical Update Jean-Pierre Dijcks Oracle Redwood City, CA, USA Keywords: Big Data, Hadoop, NoSQL Databases, Relational Databases, SQL, Security, Performance Introduction This technical

More information

Big Data: Are You Ready? Kevin Lancaster

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

More information

An Oracle White Paper June 2012. High Performance Connectors for Load and Access of Data from Hadoop to Oracle Database

An Oracle White Paper June 2012. High Performance Connectors for Load and Access of Data from Hadoop to Oracle Database An Oracle White Paper June 2012 High Performance Connectors for Load and Access of Data from Hadoop to Oracle Database Executive Overview... 1 Introduction... 1 Oracle Loader for Hadoop... 2 Oracle Direct

More information

The Advantages of Multi-Port Network Adapters in an SWsoft Virtual Environment

The Advantages of Multi-Port Network Adapters in an SWsoft Virtual Environment The Advantages of Multi-Port Network Adapters in an SWsoft Virtual Environment Introduction... 2 Virtualization addresses key challenges facing IT today... 2 Introducing Virtuozzo... 2 A virtualized environment

More information

Virtualizing Apache Hadoop. June, 2012

Virtualizing Apache Hadoop. June, 2012 June, 2012 Table of Contents EXECUTIVE SUMMARY... 3 INTRODUCTION... 3 VIRTUALIZING APACHE HADOOP... 4 INTRODUCTION TO VSPHERE TM... 4 USE CASES AND ADVANTAGES OF VIRTUALIZING HADOOP... 4 MYTHS ABOUT RUNNING

More information

Using the HP Vertica Analytics Platform to Manage Massive Volumes of Smart Meter Data

Using the HP Vertica Analytics Platform to Manage Massive Volumes of Smart Meter Data Technical white paper Using the HP Vertica Analytics Platform to Manage Massive Volumes of Smart Meter Data The Internet of Things is expected to connect billions of sensors that continuously gather data

More information

USERS CONFERENCE 2016. Copyright 2016 OSIsoft, LLC

USERS CONFERENCE 2016. Copyright 2016 OSIsoft, LLC USERS CONFERENCE 2016 Copyright 2016 OSIsoft, LLC How the Industrial Internet of Things is Changing Operations Presented by Peter Reynolds PReynolds@arcweb.com 1.506.343.4683 www.industrial-iot.com @PeterDReynolds

More information

BUILDING A SCALABLE BIG DATA INFRASTRUCTURE FOR DYNAMIC WORKFLOWS

BUILDING A SCALABLE BIG DATA INFRASTRUCTURE FOR DYNAMIC WORKFLOWS BUILDING A SCALABLE BIG DATA INFRASTRUCTURE FOR DYNAMIC WORKFLOWS ESSENTIALS Executive Summary Big Data is placing new demands on IT infrastructures. The challenge is how to meet growing performance demands

More information

SMB Direct for SQL Server and Private Cloud

SMB Direct for SQL Server and Private Cloud SMB Direct for SQL Server and Private Cloud Increased Performance, Higher Scalability and Extreme Resiliency June, 2014 Mellanox Overview Ticker: MLNX Leading provider of high-throughput, low-latency server

More information

Cisco and Splunk: Under the Hood of Cisco IT

Cisco and Splunk: Under the Hood of Cisco IT Cisco and Splunk: Under the Hood of Cisco IT Robert Novak, Cisco Big Data Partner CSE George Lancaster, Engineer, Cisco IT September 2015 Agenda Cisco s History with Splunk How Cisco Uses Splunk IT Operations

More information

Driving Datacenter Change

Driving Datacenter Change Driving Datacenter Change Storage Opportunities in the Cloud Mike Cordano President, HGST, a Western Digital company September 13, 2012 SAFE HARBOR Forward Looking Statements These presentations contain

More information

SAS BIG DATA SOLUTIONS ON AWS SAS FORUM ESPAÑA, OCTOBER 16 TH, 2014 IAN MEYERS SOLUTIONS ARCHITECT / AMAZON WEB SERVICES

SAS BIG DATA SOLUTIONS ON AWS SAS FORUM ESPAÑA, OCTOBER 16 TH, 2014 IAN MEYERS SOLUTIONS ARCHITECT / AMAZON WEB SERVICES SAS BIG DATA SOLUTIONS ON AWS SAS FORUM ESPAÑA, OCTOBER 16 TH, 2014 IAN MEYERS SOLUTIONS ARCHITECT / AMAZON WEB SERVICES AWS GLOBAL INFRASTRUCTURE 10 Regions 25 Availability Zones 51 Edge locations WHAT

More information

Merge CADstream. For IT Professionals. Merge CADstream,

Merge CADstream. For IT Professionals. Merge CADstream, Merge CADstream For IT Professionals Merge CADstream, the standard in CAD, automates the analysis of MRI studies and improves interpretation, reporting and interventional planning workflow. It s available

More information

Big Data Analytics. Prof. Dr. Lars Schmidt-Thieme

Big Data Analytics. Prof. Dr. Lars Schmidt-Thieme Big Data Analytics Prof. Dr. Lars Schmidt-Thieme Information Systems and Machine Learning Lab (ISMLL) Institute of Computer Science University of Hildesheim, Germany 33. Sitzung des Arbeitskreises Informationstechnologie,

More information

Big Data Storage Challenges for the Industrial Internet of Things

Big Data Storage Challenges for the Industrial Internet of Things Big Data Storage Challenges for the Industrial Internet of Things Shyam V Nath Diwakar Kasibhotla SDC September, 2014 Agenda Introduction to IoT and Industrial Internet Industrial & Sensor Data Big Data

More information

Scalable Cloud Computing Solutions for Next Generation Sequencing Data

Scalable Cloud Computing Solutions for Next Generation Sequencing Data Scalable Cloud Computing Solutions for Next Generation Sequencing Data Matti Niemenmaa 1, Aleksi Kallio 2, André Schumacher 1, Petri Klemelä 2, Eija Korpelainen 2, and Keijo Heljanko 1 1 Department of

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

Tableau Visual Intelligence Platform Rapid Fire Analytics for Everyone Everywhere

Tableau Visual Intelligence Platform Rapid Fire Analytics for Everyone Everywhere Tableau Visual Intelligence Platform Rapid Fire Analytics for Everyone Everywhere Agenda 1. Introductions & Objectives 2. Tableau Overview 3. Tableau Products 4. Tableau Architecture 5. Why Tableau? 6.

More information

Architecting for Big Data Analytics and Beyond: A New Framework for Business Intelligence and Data Warehousing

Architecting for Big Data Analytics and Beyond: A New Framework for Business Intelligence and Data Warehousing Architecting for Big Data Analytics and Beyond: A New Framework for Business Intelligence and Data Warehousing Wayne W. Eckerson Director of Research, TechTarget Founder, BI Leadership Forum Business Analytics

More information

REAL-TIME ACTIONABLE INTELLIGENCE. NWA Quality Analytics Server. Manufacturing Intelligence for Intelligent Manufacturing

REAL-TIME ACTIONABLE INTELLIGENCE. NWA Quality Analytics Server. Manufacturing Intelligence for Intelligent Manufacturing REAL-TIME ACTIONABLE INTELLIGENCE NWA Quality Analytics Server Manufacturing Intelligence for Intelligent Manufacturing NWA Quality Analytics Server Real-time SPC for process monitoring and visualization

More information

Aspen InfoPlus.21. Family

Aspen InfoPlus.21. Family Aspen InfoPlus.21 Family The process industry s most comprehensive performance management and analysis solution for optimizing manufacturing and improving profitability The Aspen InfoPlus.21 Family aggregates

More information

Oracle Cloud: Line of Business PaaS Services. Balaji Yelamanchili Senior Vice President Product Development

Oracle Cloud: Line of Business PaaS Services. Balaji Yelamanchili Senior Vice President Product Development Oracle Cloud: Line of Business PaaS Services Balaji Yelamanchili Senior Vice President Product Development Safe Harbor Statement "Safe Harbor" Statement: Statements in this presentation relating to Oracle's

More information

Oracle s Big Data solutions. Roger Wullschleger. <Insert Picture Here>

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

More information

EMC BACKUP MEETS BIG DATA

EMC BACKUP MEETS BIG DATA EMC BACKUP MEETS BIG DATA Strategies To Protect Greenplum, Isilon And Teradata Systems 1 Agenda Big Data: Overview, Backup and Recovery EMC Big Data Backup Strategy EMC Backup and Recovery Solutions for

More information

How In-Memory Data Grids Can Analyze Fast-Changing Data in Real Time

How In-Memory Data Grids Can Analyze Fast-Changing Data in Real Time SCALEOUT SOFTWARE How In-Memory Data Grids Can Analyze Fast-Changing Data in Real Time by Dr. William Bain and Dr. Mikhail Sobolev, ScaleOut Software, Inc. 2012 ScaleOut Software, Inc. 12/27/2012 T wenty-first

More information

Crossing the Performance Chasm with OpenPOWER

Crossing the Performance Chasm with OpenPOWER Crossing the Performance Chasm with OpenPOWER Dr. Srini Chari Cabot Partners/IBM chari@cabotpartners.com #OpenPOWERSummit Join the conversation at #OpenPOWERSummit 1 Disclosure Copyright 215. Cabot Partners

More information

Cisco, Big Data and the Internet of Everything. Paul Davies, Big Data Sales Solution Leader, EMEAR Data Center

Cisco, Big Data and the Internet of Everything. Paul Davies, Big Data Sales Solution Leader, EMEAR Data Center Cisco, Big Data and the Internet of Everything Paul Davies, Big Data Sales Solution Leader, EMEAR Data Center BILLIONS OF DEVICES Increasingly Everything will be Connected to Everything The Internet of

More information

Five Essential Components for Highly Reliable Data Centers

Five Essential Components for Highly Reliable Data Centers GE Intelligent Platforms Five Essential Components for Highly Reliable Data Centers Ensuring continuous operations with an integrated, holistic technology strategy that provides high availability, increased

More information

Scaling Objectivity Database Performance with Panasas Scale-Out NAS Storage

Scaling Objectivity Database Performance with Panasas Scale-Out NAS Storage White Paper Scaling Objectivity Database Performance with Panasas Scale-Out NAS Storage A Benchmark Report August 211 Background Objectivity/DB uses a powerful distributed processing architecture to manage

More information

White Paper. Version 1.2 May 2015 RAID Incorporated

White Paper. Version 1.2 May 2015 RAID Incorporated White Paper Version 1.2 May 2015 RAID Incorporated Introduction The abundance of Big Data, structured, partially-structured and unstructured massive datasets, which are too large to be processed effectively

More information

Application Development. A Paradigm Shift

Application Development. A Paradigm Shift Application Development for the Cloud: A Paradigm Shift Ramesh Rangachar Intelsat t 2012 by Intelsat. t Published by The Aerospace Corporation with permission. New 2007 Template - 1 Motivation for the

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

Simplifying Data Governance and Accelerating Real-time Big Data Analysis for Government Institutions with MarkLogic Server and Intel

Simplifying Data Governance and Accelerating Real-time Big Data Analysis for Government Institutions with MarkLogic Server and Intel White Paper MarkLogic and Intel for Federal, State, and Local Agencies Simplifying Data Governance and Accelerating Real-time Big Data Analysis for Government Institutions with MarkLogic Server and Intel

More information

high performance solutions for a connected world

high performance solutions for a connected world GE Intelligent Platforms delivers high performance solutions for a connected world Mark Pipher GM, Real Time Operational Intelligence Sources: 1. Wall Street Journal, 11/2/11; 2. More than 50 billion connected

More information

Michael Kagan. michael@mellanox.com

Michael Kagan. michael@mellanox.com Virtualization in Data Center The Network Perspective Michael Kagan CTO, Mellanox Technologies michael@mellanox.com Outline Data Center Transition Servers S as a Service Network as a Service IO as a Service

More information

Big Data for Big Value @ Intel

Big Data for Big Value @ Intel Big Data for Big Value @ Intel Moty Fania, PE Big data Analytics Assaf Araki, Sr. Arch. Big data Analytics Advanced Analytics team @ Intel IT Corporate ownership of advanced analytics Team charter Solve

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

Managing Big Data with Hadoop & Vertica. A look at integration between the Cloudera distribution for Hadoop and the Vertica Analytic Database

Managing Big Data with Hadoop & Vertica. A look at integration between the Cloudera distribution for Hadoop and the Vertica Analytic Database Managing Big Data with Hadoop & Vertica A look at integration between the Cloudera distribution for Hadoop and the Vertica Analytic Database Copyright Vertica Systems, Inc. October 2009 Cloudera and Vertica

More information

Accelerating Enterprise Applications and Reducing TCO with SanDisk ZetaScale Software

Accelerating Enterprise Applications and Reducing TCO with SanDisk ZetaScale Software WHITEPAPER Accelerating Enterprise Applications and Reducing TCO with SanDisk ZetaScale Software SanDisk ZetaScale software unlocks the full benefits of flash for In-Memory Compute and NoSQL applications

More information

Introduction to Cloud Computing DLT Solutions LL DL C T Solutions LL May 2011

Introduction to Cloud Computing DLT Solutions LL DL C T Solutions LL May 2011 Introduction to Cloud Computing DLT Solutions LLC May 2011 Contact Information DLT Cloud Advisory Group 1-855-CLOUD01 (256-8301) cloud@dlt.com dl www.dlt.com/cloud #DLTCloud Your Hosts Van Ristau Chief

More information

News and trends in Data Warehouse Automation, Big Data and BI. Johan Hendrickx & Dirk Vermeiren

News and trends in Data Warehouse Automation, Big Data and BI. Johan Hendrickx & Dirk Vermeiren News and trends in Data Warehouse Automation, Big Data and BI Johan Hendrickx & Dirk Vermeiren Extreme Agility from Source to Analysis DWH Appliances & DWH Automation Typical Architecture 3 What Business

More information

Big Data. Value, use cases and architectures. Petar Torre Lead Architect Service Provider Group. Dubrovnik, Croatia, South East Europe 20-22 May, 2013

Big Data. Value, use cases and architectures. Petar Torre Lead Architect Service Provider Group. Dubrovnik, Croatia, South East Europe 20-22 May, 2013 Dubrovnik, Croatia, South East Europe 20-22 May, 2013 Big Data Value, use cases and architectures Petar Torre Lead Architect Service Provider Group 2011 2013 Cisco and/or its affiliates. All rights reserved.

More information

IBM WebSphere Premises Server

IBM WebSphere Premises Server Integrate sensor data to create new visibility and drive business process innovation IBM WebSphere Server Highlights Derive actionable insights that support Enable real-time location tracking business

More information

Data storage services at CC-IN2P3

Data storage services at CC-IN2P3 Centre de Calcul de l Institut National de Physique Nucléaire et de Physique des Particules Data storage services at CC-IN2P3 Jean-Yves Nief Agenda Hardware: Storage on disk. Storage on tape. Software:

More information

Annex 9: Private Cloud Specifications

Annex 9: Private Cloud Specifications Annex 9: Private Cloud Specifications The MoICT Private Cloud Solution is based on the Data Center Services (DCS) offering from CMS. DCS is comprised of a fabric in the form of one or more resource pools

More information

Oracle Big Data Building A Big Data Management System

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

More information

Gladstone Health & Leisure Technical Services

Gladstone Health & Leisure Technical Services Gladstone Health & Leisure Technical Services Plus2 Environment Server Recommendations Commercial in Confidence Database Server Specifications Database server specifications are based on sizes in use on

More information

Modern IT Operations Management. Why a New Approach is Required, and How Boundary Delivers

Modern IT Operations Management. Why a New Approach is Required, and How Boundary Delivers Modern IT Operations Management Why a New Approach is Required, and How Boundary Delivers TABLE OF CONTENTS EXECUTIVE SUMMARY 3 INTRODUCTION: CHANGING NATURE OF IT 3 WHY TRADITIONAL APPROACHES ARE FAILING

More information

Optimized for the Industrial Internet: GE s Industrial Data Lake Platform

Optimized for the Industrial Internet: GE s Industrial Data Lake Platform Optimized for the Industrial Internet: GE s Industrial Lake Platform Agenda Opportunity Solution Challenges Result GE Lake 2 GESoftware.com @GESoftware #IndustrialInternet Big opportunities with Industrial

More information

Removing Performance Bottlenecks in Databases with Red Hat Enterprise Linux and Violin Memory Flash Storage Arrays. Red Hat Performance Engineering

Removing Performance Bottlenecks in Databases with Red Hat Enterprise Linux and Violin Memory Flash Storage Arrays. Red Hat Performance Engineering Removing Performance Bottlenecks in Databases with Red Hat Enterprise Linux and Violin Memory Flash Storage Arrays Red Hat Performance Engineering Version 1.0 August 2013 1801 Varsity Drive Raleigh NC

More information