The Growth and Management of Unstructured Data
|
|
- Maria McCarthy
- 8 years ago
- Views:
Transcription
1 Wikibon.com - The Growth and Management of Unstructured Data by David Floyer - 21 April / 6
2 Executive Summary Unstructured data is growing significantly faster than structured data. As a result, enterprise expenditure on filers is growing, and IT executives know that action is required to ensure that this expenditure does not grow out of control. At the same time, Big Data management techniques and analytics have shown that historical data is valuable. Even security footage video has the potential to be analyzed with techniques such as facial recognition to help identify past security breaches and protect future losses. Wikibon has concluded that a step-by-step process is required to: 1. Bring Some Structure to Unstructured Data Data should be actively classified, system metadata added automatically, and user metadata added at the time of creation. 2. Provide a De-duplicated Global File System as a Basis for Future Analysis This system should avoid replication of data. It should ensure that data can be analyzed either in place or by easy extraction via the metadata. 3. Integrate the Data into Modern Big Data Extraction and Analysis Processes The details of this step are beyond the scope of this work. However, the choice of IT infrastructure should allow data to be migrated easily into a Hadoop data lake, for instance, or be analyzed in place where possible to minimize data movement. The mark of success of an unstructured data management project for IT is that: The unstructured data is under control; We know what types of unstructured data we have, and what the growth rates are; We have consolidated and removed most redundancy in our unstructured data; We have good protection processes in place; We have good techniques for compliance, pre- and post-classification; We can get at that data pretty easily; We can manage the risk adequately; We have plans to add structure and add application functionality to identify and derive business value. Wikibon has analyzed the potential IT value of an unstructured data project in Figures 1 & 2 below. The potential value for the Wikibon standard company ($40 million dollar budget and $2.5 billion in revenue) is a NPV of $1.7 million, with about a two year break-even. The true business value, however, is in projects that can derive value from the data and reduce the risks of non-compliance. Introduction To Wikibon Unstructured Data Study Wikibon interviewed senior IT executives to investigate the sources of pain points with unstructured data and the alternatives for addressing these issues. In addition, Wikibon reviewed its previous research on unstructured data as well as a number of published surveys. This research took place in early Data Growth Projections IDC's The Digital Universe study projects that the total amount of data created and copied annually was 4.4 zettabytes (10 10, or 4.4 billion 1TB disk drives) at the end of 2013 and will grow by a factor of 10 by Research by G. Decad, R. Fontana and S. Hetzler at the IBM Almaden Research Center suggests that these starting figures and growth rates are high, based on analysis of the yearly manufacture of NAND flash, hard disk and tape media. However, the overall consensus of the senior executives Wikibon spoke with is enterprise data is growing fast, and while 2 / 6
3 structured data growth is essentially under control, enterprise unstructured data is growing faster from a smaller base (~30%) with little control. Typically, unstructured data was spread across multiple distributed filers, personal and mobile devices, backup files, tapes and thumb-sticks. Although they are concerned about unstructured data growth, the IT executives interviewed believed that with good IT practice, unstructured data could be brought under control with approaches similar to those that previously worked with structured data. As one of the interviewees succinctly said: " The value of data is ultimately defined by what you can do with it. Our unstructured data is not categorized with useful metadata to apply to some business process. So, right now we consider our unstructured data as unimportant. But we just throw storage at it because we don t know what to do with it yet and are afraid to throw it away. But ultimately, we expect it to over-run us. We will need to apply rigor and policies about compliance, retention, security, tiering, governance - just like we did when structured data began to overwhelm us. Definition And Types Of Unstructured Data The Wikibon definition of unstructured data file is: A file with little or no metadata, and little or no classification data Unstructured data is the collection of many different types of unstructured files in many formats on many media types in many locations. In our discussion with Wikibon members we discussed many types of unstructured data, including: Videos (interactive training, Telepresence, Youtube, largest by capacity). Office suite data: Excel files, PPT files, design and test *Data living in Excel files, (unstructured (especially in.pst files, but is potentially classifiable as structured). Image files. Equipment calling home raw data. Home directories. Personal data & pictures. File shares. Access DBs. Security data process for comprehensive threat analysis. Files for ediscovery. Web data. Retail customer data. Log files. Etc. Adding Structure To Unstructured Data Given that this data is spread across the enterprise in many filers and formats, the starting point is to pick the fast growing types of data with potential for future business value and establish a storage policy framework similar to how structured data is handled today; Actively classify/categorize data at the point of ingestion: This is often easier said than done, as many data creation tools (e.g., those in Microsoft's Office Suite) do not have a mechanism for making it easy or unavoidable to add classification data (e.g. name of project, security classification, department, etc.) Focus on adding automatic metadata at the time of creation where possible. Focus on moving away from individual filers each with their own name-space, and move towards consolidating files and creating global name spaces. 3 / 6
4 Leverage metadata embedded in other solutions (e.g., Unified Communications, ediscovery, content management, archiving, etc.) Automate as much as possible the managing of unstructured data storage to reduce operational cost. Create a long-term strategy for adding the new structured or semi-structured data into corporate "data lakes", using open source techniques such as Hadoop. Ensure that there is good feed back from Big Data analysts and data scientists into improvements in data classification and metadata creation. Potential Strategies With Video Data The IDC Digital Universe Study estimates that out of the total 4.4 zetabytes in 2013, 33% is consumed by surveillance. Most of surveillance data is in video format. The current use of video tapes is constrained by the human time required to review tapes. If the time and date are known, it is possible to go back and review. However, this does not protect in real time from a known bad guy entering a building, or in reviewing tapes to find if newly identified bad guys had visited earlier. The people cost for doing this would be prohibitive. An increasing number of algorithms will encode elements in the video, from faces to physical characteristics (e.g., height, weight, hair color, etc.). The algorithms are developing rapidly. By extensively tagging the data with metadata about the people and things recognized in the video, video can become a living record that can be interrogated and analyzed to protect organizations from internal and external threats. Sharing the data between enterprise and government would increase the potential value exponentially. Business Case For Migrating Unstructured Data Figure 1 illustrates the business case for migrating unstructured data. The first column shows the typical costs of IT infrastructure and IT management of unstructured data. The analysis assumes that data is growing about 30%/year. The scope of the project is assumed to be the implementation of a scale-out NAS system (e.g., EMC Isilon) to replace the current departmental filer sprawl. In addition, there is a small-scale project to add automatic metadata, and put in systems that will allow users to add metadata at time of creation. such a project will create savings across the board in all components of cost. 4 / 6
5 Figure 1 Savings from Best Practice Unstructured Data Migration to a Global File System Source: Wikibon Research Project, 2014 Figure 2 shows the business case for implementing a global file system with simple metadata constructs. The assumption is that currently IT will spend about $11.8 million over five years to manage this data. The analysis shows that implementing a global file system will reduce that total expenditure to about $9.8 million. The net present value of the investment is $1.7 million, with a break-even of 27 months and a IRR of 47%. This is a safe but not spectacular saving. However, the real reason for implementing this system is for risk-reduction from non-compliance and being able to use future Big Data projects to analyze and extract value from the current unstructured data. 5 / 6
6 Powered by TCPDF ( The Growth and Management of Unstructured Data Figure 2 Business Case for Best Practice Unstructured Data Migration to a Global File System Source: Wikibon Research Project, 2014 Action Item: Unstructured data represents both a liability and opportunity for enterprises and IT leaders. CIOs should set a long-term goal to add structure and the ability to extract value from each type of unstructured data. This is a long journey. The first steps are to understand the growth of different components of unstructured data, to consolidate and eliminate redundancy, and to protect these enterprise data assets. A pragmatic plan can then be put into place to identify which components of unstructured data have high growth and high cost, and focus on determining the best way of adding structure and functionality to derive value from these components. LEGAL SiliconANGLE Media, Inc. All rights reserved. This document and its contents is restricted for the private use of Wikibon Premium Members. External use without written permission is forbidden. 6 / 6
Wikibon Storage Projections to an All-flash Datacenter in 2016
Wikibon.com - http://wikibon.com Wikibon Storage Projections to an All-flash Datacenter in 2016 by David Floyer - 1 June 2015 http://wikibon.com/wikibon-storage-projections-to-an-all-flash-datacenter-in-2016/
More informationCatalog Software Solves Copy Chaos
Catalog Software Solves Copy Chaos Author : David Floyer Categories : Economic Models, Software-led Infrastructure, Updates Date : November 17, 2014 One of the greatest operational challenges in modern
More informationEnterprise Flash vs. HDD Projections 2012-2026
Wikibon.com - http://wikibon.com Enterprise Flash vs. HDD Projections 2012-2026 by David Floyer - 11 August 2015 http://wikibon.com/enteprise-flash-vs-hdd-forecasts-2012-2026/ 1 / 8 Premise The premise
More informationMigrating to a Shared Cloud-Enabled Infrastructure
Analysis from The Wikibon Project August 2014 Migrating to a Shared Cloud-Enabled Infrastructure David Floyer A Wikibon Reprint View the live research note on Wikibon. Executive Summary The mega-trends
More informationNetApp Big Content Solutions: Agile Infrastructure for Big Data
White Paper NetApp Big Content Solutions: Agile Infrastructure for Big Data Ingo Fuchs, NetApp April 2012 WP-7161 Executive Summary Enterprises are entering a new era of scale, in which the amount of data
More informationStrategic Comparison of Public Cloud versus Hybrid Cloud
Wikibon.com - http://wikibon.com Strategic Comparison of Public Cloud versus Hybrid Cloud by David Floyer - 2 April 2015 http://wikibon.com/strategic-comparison-of-public-cloud-versus-hybrid-cloud/ 1 /
More informationBig + Fast + Safe + Simple = Lowest Technical Risk
Big + Fast + Safe + Simple = Lowest Technical Risk The Synergy of Greenplum and Isilon Architecture in HP Environments Steffen Thuemmel (Isilon) Andreas Scherbaum (Greenplum) 1 Our problem 2 What is Big
More informationThe Benefits of Converged VDI Appliances
Wikibon.com - http://wikibon.com by David Floyer - 6 November 2015 http://wikibon.com/the-benefits-of-converged-vdi-appliances/ 1 / 16 Converged VDI Fundamentals Wikibon research has shown that delivering
More informationBusiness Case for Unified Storage Consolidation for Microsoft Windows Installations
Analysis from The Wikibon Project September 2011 Business Case for Unified Storage Consolidation for Microsoft Windows Installations Author: David Floyer A Wikibon Reprint Business Case for Unified Storage
More informationHADOOP SOLUTION USING EMC ISILON AND CLOUDERA ENTERPRISE Efficient, Flexible In-Place Hadoop Analytics
HADOOP SOLUTION USING EMC ISILON AND CLOUDERA ENTERPRISE Efficient, Flexible In-Place Hadoop Analytics ESSENTIALS EMC ISILON Use the industry's first and only scale-out NAS solution with native Hadoop
More informationLatency vs. Capacity Storage Projections 2012-2026
Wikibon.com - http://wikibon.com Latency vs. Capacity Storage Projections 2012-2026 by David Floyer - 24 August 2015 http://wikibon.com/latency-vs-capacity-storage-projections-2012-2026/ 1 / 6 Premise
More informationData Centre Optimisation A 2e2 Solution Offering
Data Centre Optimisation A 2e2 Solution Offering Enabled by EMC s Unified Storage White paper by 2e2 June 27 2011 Contents 1 What is the situation for IT organisations today? 2 What challenges does this
More informationTHE EMC ISILON STORY. Big Data In The Enterprise. Copyright 2012 EMC Corporation. All rights reserved.
THE EMC ISILON STORY Big Data In The Enterprise 2012 1 Big Data In The Enterprise Isilon Overview Isilon Technology Summary 2 What is Big Data? 3 The Big Data Challenge File Shares 90 and Archives 80 Bioinformatics
More informationHow To Manage A Single Volume Of Data On A Single Disk (Isilon)
1 ISILON SCALE-OUT NAS OVERVIEW AND FUTURE DIRECTIONS PHIL BULLINGER, SVP, EMC ISILON 2 ROADMAP INFORMATION DISCLAIMER EMC makes no representation and undertakes no obligations with regard to product planning
More informationEnterprise Data Lake Platforms: Deep Storage for Big Data and Analytics
Insight Enterprise Data Lake Platforms: Deep Storage for Big Data and Analytics Ashish Nadkarni Laura DuBois IDC OPINION In the past 18 months or so, the term data lakes has surfaced as yet another phrase
More informationObject Storage: Out of the Shadows and into the Spotlight
Technology Insight Paper Object Storage: Out of the Shadows and into the Spotlight By John Webster December 12, 2012 Enabling you to make the best technology decisions Object Storage: Out of the Shadows
More informationEnergy Efficient Storage - Multi- Tier Strategies For Retaining Data
Energy and Space Efficient Storage: Multi-tier Strategies for Protecting and Retaining Data NOTICE This White Paper may contain proprietary information protected by copyright. Information in this White
More informationEMC SourceOne Email Management and ediscovery Overview
EMC SourceOne Email Management and ediscovery Overview Deanna Hoover EMC SourceOne Systems Engineer 1 Agenda Value of Good Information Governance Introduction to EMC SourceOne Information Governance Email
More informationEMC ISILON OneFS OPERATING SYSTEM Powering scale-out storage for the new world of Big Data in the enterprise
EMC ISILON OneFS OPERATING SYSTEM Powering scale-out storage for the new world of Big Data in the enterprise ESSENTIALS Easy-to-use, single volume, single file system architecture Highly scalable with
More informationThe Status of Flash for Practitioners
Wikibon.com - http://wikibon.com The Status of Flash for Practitioners by David Floyer - 31 August 2015 http://wikibon.com/the-status-of-flash-for-practitioners/ 1 / 6 Premise CIO and senior IT executives
More informationOverview executive SUMMArY
EMC Isilon TCO Benefits for Large-Scale Home Directories Overview EMC Isilon scale-out network-attached storage (NAS) has rapidly gained popularity over the past several years, successfully moving from
More informationThe BIG Data Era has. your storage! Bratislava, Slovakia, 21st March 2013
The BIG Data Era has arrived Re-invent your storage! Bratislava, Slovakia, 21st March 2013 Luka Topic Regional Manager East Europe EMC Isilon Storage Division luka.topic@emc.com 1 What is Big Data? 2 EXABYTES
More informationA Best Practice Guide to Archiving Persistent Data: How archiving is a vital tool as part of a data center cost savings exercise
WHITE PAPER A Best Practice Guide to Archiving Persistent Data: How archiving is a vital tool as part of a data center cost savings exercise NOTICE This White Paper may contain proprietary information
More informationProactive Data Management for ediscovery
Proactive Data Management for ediscovery Simon Taylor Snr. Director Information Management CommVault Systems Inc. Why ediscovery sucks for IT The US Federal Rules of Civil Procedure Rule 34(a), (b) Definition
More informationReal-time Compression: Achieving storage efficiency throughout the data lifecycle
Real-time Compression: Achieving storage efficiency throughout the data lifecycle By Deni Connor, founding analyst Patrick Corrigan, senior analyst July 2011 F or many companies the growth in the volume
More informationEMC s Enterprise Hadoop Solution. By Julie Lockner, Senior Analyst, and Terri McClure, Senior Analyst
White Paper EMC s Enterprise Hadoop Solution Isilon Scale-out NAS and Greenplum HD By Julie Lockner, Senior Analyst, and Terri McClure, Senior Analyst February 2012 This ESG White Paper was commissioned
More informationLong Term Record Retention and XAM
Long Term Record Retention and XAM Wayne M. Adams Chair Emeritus, SNIA www.snia.org Agenda Market Trends and Drivers SNIA Survey SNIA XAM Standard SNIA Meta Data Work Summary Information Challenge Escalating
More informationStorage Switzerland White Paper Storage Infrastructures for Big Data Workflows
Storage Switzerland White Paper Storage Infrastructures for Big Data Workflows Sponsored by: Prepared by: Eric Slack, Sr. Analyst May 2012 Storage Infrastructures for Big Data Workflows Introduction Big
More informationIBM Smart Business Storage Cloud
GTS Systems Services IBM Smart Business Storage Cloud Reduce costs and improve performance with a scalable storage virtualization solution SoNAS Gerardo Kató Cloud Computing Solutions 2010 IBM Corporation
More informationArchiving A Dell Point of View
Archiving A Dell Point of View Dell Product Group 1 THIS POINT OF VIEW PAPER IS FOR INFORMATIONAL PURPOSES ONLY, AND MAY CONTAIN TYPOGRAPHICAL ERRORS AND TECHNICAL INACCURACIES. THE CONTENT IS PROVIDED
More informationATA 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 Information Is Everywhere, But How Do You Extract
More informationBig Data: What You Should Know. Mark Child Research Manager - Software IDC CEMA
Big Data: What You Should Know Mark Child Research Manager - Software IDC CEMA Agenda Market Dynamics Defining Big Data Technology Trends Information and Intelligence Market Realities Future Applications
More informationand the world is built on information
Let s Build a Smarter Planet Starting with a more dynamic and the world is built on information Guy England Storage sales manager CEEMEA englag@ae.ibm.com Tel: +971 50 55 77 614 IBM Building a Smarter
More informationCost Effective Backup with Deduplication. Copyright 2009 EMC Corporation. All rights reserved.
Cost Effective Backup with Deduplication Agenda Today s Backup Challenges Benefits of Deduplication Source and Target Deduplication Introduction to EMC Backup Solutions Avamar, Disk Library, and NetWorker
More informationIBM ELASTIC STORAGE SEAN LEE
IBM ELASTIC STORAGE SEAN LEE Solution Architect Platform Computing Division IBM Greater China Group Agenda Challenges in Data Management What is IBM Elastic Storage Key Features Elastic Storage Server
More informationIntroduction to NetApp Infinite Volume
Technical Report Introduction to NetApp Infinite Volume Sandra Moulton, Reena Gupta, NetApp April 2013 TR-4037 Summary This document provides an overview of NetApp Infinite Volume, a new innovation in
More informationSCALABLE FILE SHARING AND DATA MANAGEMENT FOR INTERNET OF THINGS
Sean Lee Solution Architect, SDI, IBM Systems SCALABLE FILE SHARING AND DATA MANAGEMENT FOR INTERNET OF THINGS Agenda Converging Technology Forces New Generation Applications Data Management Challenges
More informationWHITE PAPER. Reinventing Large-Scale Digital Libraries With Object Storage Technology
WHITE PAPER Reinventing Large-Scale Digital Libraries With Object Storage Technology CONTENTS Introduction..........................................................................3 Hitting The Limits
More informationInformation Governance in the Cloud
Information Governance in the Cloud TABLE OF CONTENTS Executive Summary...3 Information Governance: Building a Trusted Foundation for Business Content...5 The Challenge...5 The Solution....5 Content and
More informationMeaning Based Computing: Managing the Avalanche of Unstructured Data
Meaning Based Computing: Managing the Avalanche of Unstructured Data Bill Tolson, Director of Information Governance POWER PROTECT PROMOTE Moving away from structured data Accelerated unstructured information
More informationM A N A G I N G D A T A G R O W T H W H I L E B E T T E R M O N E T I Z I N G I N F O R M A T I O N V A L U E
Global Headquarters: 5 Speen Street Framingham, MA 01701 USA P.508.872.8200 F.508.935.4015 www.idc.com B U Y E R U S E C A S E I n v e s t m e n t i n a C l o u d S t o r a g e S o l u t i o n H e l p
More informationIBM Information Infrastructure
IBM Information Infrastructure Reduce the cost and complexity of storing vast amounts of data Ronan MAUJEAN ronan.maujean@fr.ibm.com Information Infrastructure SME The World is Becoming Smarter Every Day
More informationTable of Contents. White paper. Executive Summary
White paper Archiving Businesses of all sizes are creating and storing more data than ever before. By using archiving, innovative organizations are successfully reining in the costs of data storage while
More informationTRANSFORMING DATA PROTECTION
TRANSFORMING DATA PROTECTION Moving from Reactive to Proactive Mark Galpin 1 Our Protection Strategy: Best Of Breed Performance LEADER HIGH-END STORAGE VMAX Low Service Level LEADER SCALE-OUT NAS STORAGE
More informationBig Data Database Revenue and Market Forecast, 2012-2017
Wikibon.com - http://wikibon.com Big Data Database Revenue and Market Forecast, 2012-2017 by David Floyer - 13 February 2013 http://wikibon.com/big-data-database-revenue-and-market-forecast-2012-2017/
More informationntier Verde Simply Affordable File Storage
ntier Verde Simply Affordable File Storage Current Market Problems Data Growth Continues Data Retention Increases By 2020 the Digital Universe will hold 40 Zettabytes The Market is Missing: An easy to
More informationWikibon Big Data Analytics Survey: Barriers to Adoption by Role
Wikibon.com - http://wikibon.com Wikibon Big Data Analytics Survey: Barriers to Adoption by Role by George Gilbert - 12 August 2015 http://wikibon.com/wikibon-big-data-analytics-survey-barriers-to-adoption-by-role/
More informationGet Success in Passing Your Certification Exam at first attempt!
Get Success in Passing Your Certification Exam at first attempt! Exam : E22-290 Title : EMC Data Domain Deduplication, Backup and Recovery Exam Version : DEMO 1.A customer has a Data Domain system with
More informationTactical Advantage for Data Management at Scale and gaining value. Callan Fox, Emerging Technologies Division, EMC.
Tactical Advantage for Data Management at Scale and gaining value Callan Fox, Emerging Technologies Division, EMC. 1 How Much Data Is There? 44 Zettabytes 1 ZB = 1B TBs 7.6B people 200B things 4 Lens 368
More informationEMC arhiviranje. Lilijana Pelko Primož Golob. Sarajevo, 16.10.2008. Copyright 2008 EMC Corporation. All rights reserved.
EMC arhiviranje Lilijana Pelko Primož Golob Sarajevo, 16.10.2008 1 Agenda EMC Today Reasons to archive EMC Centera EMC EmailXtender EMC DiskXtender Use cases 2 EMC Strategic Acquisitions: Strengthen and
More informationInformation Governance
Information Governance & Extended Content Solutions 2013 SOUND FAMILIAR? How do we connect our information together? How do we manage multiple un-integrated repositories of documents? Our users don t know
More informationBackup of NAS devices with Avamar
Backup of NAS devices with Avamar Extremely fast / no load Video describing NAS backup using Avamar based on this ppt: https://youtu.be/swg1ejldgmw The most fresh version of this document, you will find
More informationHitachi Cloud Service for Content Archiving. Delivered by Hitachi Data Systems
SOLUTION PROFILE Hitachi Cloud Service for Content Archiving, Delivered by Hitachi Data Systems Improve Efficiencies in Archiving of File and Content in the Enterprise Bridging enterprise IT infrastructure
More informationW H I T E P A P E R T h e E c o n o m i c I m p a c t o f F ile Virtualization: Reducing Costs and Improving Efficiency for File-Based Storage
W H I T E P A P E R T h e E c o n o m i c I m p a c t o f F ile Virtualization: Reducing Costs and Improving Efficiency for File-Based Storage Sponsored by: F5 Networks Richard L. Villars April 2009 IDC
More informationIBM Infrastructure for Long Term Digital Archiving
IBM Infrastructure for Long Term Digital Archiving A new generation of archival storage Rudolf Hruška Information Infrastructure Leader IBM Systems & Technology Group rudolf_hruska@cz.ibm.com 2010 IBM
More informationGlobal Headquarters: 5 Speen Street Framingham, MA 01701 USA P.508.935.4445 F.508.988.7881 www.idc-hi.com
Global Headquarters: 5 Speen Street Framingham, MA 01701 USA P.508.935.4445 F.508.988.7881 www.idc-hi.com L e v e raging Big Data to Build a F o undation f o r Accountable Healthcare C U S T O M I N D
More informationCONVERGED DATA STORAGE SOLUTIONS. Helping Companies DESIGN, INTEGRATE and DEPLOY, END-TO-END File Based Workflows
CONVERGED DATA STORAGE SOLUTIONS Helping Companies DESIGN, INTEGRATE and DEPLOY, END-TO-END File Based Workflows What s Inside Storage Hardware Converged Storage Network Workflow Software Professional
More informationand NoSQL Data Governance for Regulated Industries Using Hadoop Justin Makeig, Director Product Management, MarkLogic October 2013
Data Governance for Regulated Industries Using Hadoop and NoSQL Justin Makeig, Director Product Management, MarkLogic October 2013 Who am I? Product Manager for 6 years at MarkLogic Background in FinServ
More informationATA 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 Maximize Your IT With All-Flash Storage Surprising
More informationProtecting Big Data Data Protection Solutions for the Business Data Lake
White Paper Protecting Big Data Data Protection Solutions for the Business Data Lake Abstract Big Data use cases are maturing and customers are using Big Data to improve top and bottom line revenues. With
More information<Insert Picture Here> Refreshing Your Data Protection Environment with Next-Generation Architectures
1 Refreshing Your Data Protection Environment with Next-Generation Architectures Dale Rhine, Principal Sales Consultant Kelly Boeckman, Product Marketing Analyst Program Agenda Storage
More informationA Big Data Storage Architecture for the Second Wave David Sunny Sundstrom Principle Product Director, Storage Oracle
A Big Data Storage Architecture for the Second Wave David Sunny Sundstrom Principle Product Director, Storage Oracle Growth in Data Diversity and Usage 1.8 Zettabytes of Data in 2011, 20x Growth by 2020
More informationREDUCE COSTS AND COMPLEXITY WITH BACKUP-FREE STORAGE NICK JARVIS, DIRECTOR, FILE, CONTENT AND CLOUD SOLUTIONS VERTICALS AMERICAS
REDUCE COSTS AND COMPLEXITY WITH BACKUP-FREE STORAGE NICK JARVIS, DIRECTOR, FILE, CONTENT AND CLOUD SOLUTIONS VERTICALS AMERICAS WEBTECH EDUCATIONAL SERIES REDUCE COSTS AND COMPLEXITY WITH BACKUP-FREE
More informationHow To Understand Cloud Economics
WHITE PAPER Cloud Economics: A Financial Analysis of Information Management IT Delivery Models Sponsored by: Viewpointe LLC Michael Versace October 2013 Randy Perry IDC OPINION Executive Summary Cost optimization
More informationUnified Surveillance Video Analysis and Storage An innovative approach to improve retention, availability, and expand analytic capabilities.
Unified Surveillance Video Analysis and Storage An innovative approach to improve retention, availability, and expand analytic capabilities. NFF White Paper December 2014 ...Most current surveillance solutions
More informationHow to Cost Effectively Retain Reference Data for Analytics and Big Data. Molly Rector, EVP Product Management & WW Marketing, Spectra Logic
How to Cost Effectively Retain Reference Data for Analytics and Big Data Molly Rector, EVP Product Management & WW Marketing, Spectra Logic SNIA Legal Notice The material contained in this tutorial is
More informationARMA CENTRAL IOWA APRIL 25, 2013 MAKING THE BUSINESS CASE FOR INFORMATION GOVERNANCE: MORE CARROT, LESS STICK
ARMA CENTRAL IOWA APRIL 25, 2013 MAKING THE BUSINESS CASE FOR INFORMATION GOVERNANCE: MORE CARROT, LESS STICK AGENDA The information imperative The time is NOW Why RIM Making the case for IG 2 THE INFORMATION
More informationHP Data Protection. Business challenge: Resulting pain points: HP technology solutions:
Business challenge: HP Data Protection Solutions GUIDE How to protect rising data volumes without increasing operational costs and management overheads Resulting pain points: Meeting the backup window
More informationNextGen 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 informationIntegrating a Multi-tiered Deduplication Approach to Simplify Enterprise-wide Backup & Recovery
Integrating a Multi-tiered Deduplication Approach to Simplify Enterprise-wide Backup & Recovery Travis Melo IT Manager, EMC IT EMC IT At a Glance User Profiles 48,000 internal users IT Environment 400,000+
More informationCan 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 informationHow To Understand The Strategic Importance Of Archive Solutions
Archive Solutions Strategy Brought to you by Sun and HMK Joel Kimball VP WW Archive Solutions Sales 11 Agenda Archive facts & figures Strategic importance of archive A solutions approach Customer success
More informationLuka Topic Channel Manager EMC Adriatic. Banja Luka 27th May 2008. Copyright 2008 EMC Corporation. All rights reserved.
EMC Today Luka Topic Channel Manager EMC Adriatic Banja Luka 27th May 2008 1 AGENDA EMC today global view EMC Adriatic Utilizing the partnership w. SnT Local presence of an Signature Solution Partner Solution
More informationSMART ARCHIVING. The need for a strategy around archiving. Peter Van Camp
SMART ARCHIVING The need for a strategy around archiving Peter Van Camp I.R.I.S. mission I.R.I.S. mission : Increase our customers productivity and knowledge through helping them better manage their documents,
More informationReal World Strategies for Migrating and Decommissioning Legacy Applications
Real World Strategies for Migrating and Decommissioning Legacy Applications Final Draft 2014 Sponsored by: Copyright 2014 Contoural, Inc. Introduction Historically, companies have invested millions of
More informationAnnex: Concept Note. Big Data for Policy, Development and Official Statistics New York, 22 February 2013
Annex: Concept Note Friday Seminar on Emerging Issues Big Data for Policy, Development and Official Statistics New York, 22 February 2013 How is Big Data different from just very large databases? 1 Traditionally,
More informationEMC STRATEGY Journey to Cloud -Big Data
EMC STRATEGY Journey to Cloud -Big Data Agathi Galani Indirect District Manager Greece, Malta, Cyprus 5 th December 2011 1 EMC s Mission To Lead Customers On Their Journey To Hybrid Cloud Computing 2 The
More informationReclaiming Primary Storage with Managed Server HSM
White Paper Reclaiming Primary Storage with Managed Server HSM November, 2013 RECLAIMING PRIMARY STORAGE According to Forrester Research Inc., the total amount of data warehoused by enterprises is doubling
More informationEMC 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 informationAutonomy Consolidated Archive
Autonomy Consolidated Archive Dennis Wild Director SME, Information Governance and Archiving POWER PROTECT PROMOTE Meaning-Based Governance Files IM Audio Email Social Video SharePoint Archiving = Gain
More informationTiered Storage Management and Design
Designing and Managing a Tiered Storage Environment Transforming IT Executive Summary: Enterprise storage costs are spiraling out of control. Demands for storage capacity have been exponentially increasing
More information3 MUST-HAVES IN PUBLIC SECTOR INFORMATION GOVERNANCE
EXECUTIVE SUMMARY Information governance incorporates the policies, controls and information lifecycle management processes organizations and government agencies utilize to control cost and risk. With
More informationCommon. Next Generation Backup for IBMi. EMC Laurent Piguet Peter Wirth. Crowne Plaza 24 Septembre 2013
Common Next Generation Backup for IBMi EMC Laurent Piguet Peter Wirth Crowne Plaza 24 Septembre 2013 1 EMC A Fast)Growing Technology Company Founded: 1979 Employees (worldwide) >55,000 Countries with EMC
More informationJourney to the cloud. Sergei Butenko District Manager EMC
Journey to the cloud Sergei Butenko District Manager EMC Copyright 2013 2013 EMC Corporation. EMC Corporation. All rights reserved. All rights reserved. 1 THE FUTURE Disruptive / Opportunistic IT Trends
More informationUnisys ClearPath Forward Fabric Based Platform to Power the Weather Enterprise
Unisys ClearPath Forward Fabric Based Platform to Power the Weather Enterprise Introducing Unisys All in One software based weather platform designed to reduce server space, streamline operations, consolidate
More informationFLASH ARRAY MARKET TRENDS
1 FLASH ARRAY MARKET TRENDS EHUD ROKACH, CO-FOUNDER, XTREMIO DAVID FLOYER, CTO & CO-FOUNDER, WIKIBON 2 >$1B ANNUALIZED Q4 RUN RATE Achieved in One Year Copyright 2015 2014 EMC Corporation. All rights reserved.
More informationQStar White Paper. Tiered Storage
QStar White Paper Tiered Storage QStar White Paper Tiered Storage Table of Contents Introduction 1 The Solution 1 QStar Solution 3 Conclusion 4 Copyright 2007 QStar Technologies, Inc. QStar White Paper
More informationLEVERAGING EMC SOURCEONE AND EMC DATA DOMAIN FOR ENTERPRISE ARCHIVING AUGUST 2011
TECHNOLOGY BRIEF LEVERAGING EMC SOURCEONE AND EMC DATA DOMAIN FOR ENTERPRISE ARCHIVING AUGUST 2011 Archiving is a fundamental storage process for controlling storage costs and managing long-term data for
More informationDIGITAL UNIVERSE UNIVERSE
- - - - - - The - - DIGITAL - - - - - - - - - - - E M C D I G I T A L of OPPORTUNITIES RICH DATA & the Increasing Value of the INTERNET OF THINGS - - - - - - - - - - - - - - - - - - - - - - - - - GET STARTED
More informationVMware Dominant in Multi-Hypervisor Data Centers
Wikibon.com - http://wikibon.com by David Floyer - 30 September 2013 http://wikibon.com/vmware-dominant-in-multi-hypervisor-data-centers/ 1 / 17 Executive Summary Virtualization has moved beyond an approach
More informationThe Big Bang: cloud resiliency and the data explosion
Deborah Orr, Forbes Insights Analyst Daniel Witteveen, Director, IBM Cloud Managed Backup and Data Virtualization 03/23/2015 The Big Bang: cloud resiliency and the data explosion 2015 IBM Corporation Agenda
More informationWrangling Actionable Insights from Organizational Data
Wrangling Actionable Insights from Organizational Data Koverse Eases Big Data Analytics for Those with Strong Security Requirements The amount of data created and stored by organizations around the world
More informationIBM General Parallel File System (GPFS ) 3.5 File Placement Optimizer (FPO)
IBM General Parallel File System (GPFS ) 3.5 File Placement Optimizer (FPO) Rick Koopman IBM Technical Computing Business Development Benelux Rick_koopman@nl.ibm.com Enterprise class replacement for HDFS
More informationA TECHNICAL WHITE PAPER ATTUNITY VISIBILITY
A TECHNICAL WHITE PAPER ATTUNITY VISIBILITY Analytics for Enterprise Data Warehouse Management and Optimization Executive Summary Successful enterprise data management is an important initiative for growing
More informationTen Mistakes to Avoid
EXCLUSIVELY FOR TDWI PREMIUM MEMBERS TDWI RESEARCH SECOND QUARTER 2014 Ten Mistakes to Avoid In Big Data Analytics Projects By Fern Halper tdwi.org Ten Mistakes to Avoid In Big Data Analytics Projects
More informationBig Data Unlimited Cloud Storage Atmos Object Storage
1 Big Data Unlimited Cloud Storage Atmos Object Storage November 10th, 2011 2 BIG DATA BY 2020, DIGITAL UNIVERSE WILL GROW TO 90% 35 ZETTABYTES OF THE DIGITAL UNIVERSE IS UNSTRUCTURED 3 File/Object Market
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 informationStrategic archiving. Using information lifecycle management to archive data more efficiently and comply with new regulations
WHITE PAPER September 2005 Strategic archiving Using information lifecycle management to archive data more efficiently and comply with new regulations ABSTRACT Information lifecycle management can help
More informationWikibon Big Data Analytics Survey: Barriers to Adoption by Deployment Status
Wikibon.com - http://wikibon.com Wikibon Big Data Analytics Survey: Barriers to Adoption by Deployment Status by Ralph Finos - 12 August 2015 http://wikibon.com/barriers-to-big-data-analytics-and-deployment-status/
More informationArchiving, Backup, and Recovery for Complete the Promise of Virtualization
Archiving, Backup, and Recovery for Complete the Promise of Virtualization Unified information management for enterprise Windows environments The explosion of unstructured information It is estimated that
More information