This is part of report titled “The Digital Universe of Opportunities: Rich Data and the Increasing Value of the Internet of Things” By EMC. The piece talks about how Digital Data will grow in India and to what proportions.
Right now, almost 60% of the data is being produced at matured markets such as US and Europe. By 2020, emerging economies such as India, China, Russia and Brazil will account for majority of data production. With Internet penetration and mobile access increasing in these countries, this is not entirely impossible.
Most business, whether they realize it or not, are already connected to the IoT. Some though are more prepared than others. New survey defines how to get ahead in this evolution of technology. Find out more here: http://bit.ly/1RwVtfR
This is part of report titled “The Digital Universe of Opportunities: Rich Data and the Increasing Value of the Internet of Things” By EMC. The piece talks about how Digital Data will grow in India and to what proportions.
Right now, almost 60% of the data is being produced at matured markets such as US and Europe. By 2020, emerging economies such as India, China, Russia and Brazil will account for majority of data production. With Internet penetration and mobile access increasing in these countries, this is not entirely impossible.
Most business, whether they realize it or not, are already connected to the IoT. Some though are more prepared than others. New survey defines how to get ahead in this evolution of technology. Find out more here: http://bit.ly/1RwVtfR
This white paper describes the external provisioning of HP XP24000 (equivalent to HDS USP-V) to provide storage devices to be used by Oracle 11g. The capacity provided by HP XP24000 is provided as additional capacity beyond the capacity provided by EMC Symmetrix VMAX disks connected through the VMAX DA directors.
White Paper: Next-Generation Genome Sequencing Using EMC Isilon Scale-Out NAS...EMC
This EMC Isilon sizing and performance guideline White Paper reviews the Key Performance Indicators (KPIs) that most strongly impact the production processes for the storage of data from Next-Generation Sequencing (NGS) workflows.
IT-as-a-Service Solutions for Healthcare ProvidersEMC
This white paper offers best practices regarding the technology infrastructure, business processes, and IT organizational structure to help healthcare providers maximize the value and impact of ITaaS across their organizations.
Discover what’s new in Windows 8.1 regarding interface, settings, deployment, security, … How will Windows 8.1 fit in your enterprise? How do you upgrade? All answers are here!
This Frost & Sullivan analyst report reveals how the legal and threat environment, combined with BYOD and cost factors, make multi-factor, risk-based authentication the logical approach to solving the security challenges posed by threat actors.
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This white paper describes the external provisioning of HP XP24000 (equivalent to HDS USP-V) to provide storage devices to be used by Oracle 11g. The capacity provided by HP XP24000 is provided as additional capacity beyond the capacity provided by EMC Symmetrix VMAX disks connected through the VMAX DA directors.
White Paper: Next-Generation Genome Sequencing Using EMC Isilon Scale-Out NAS...EMC
This EMC Isilon sizing and performance guideline White Paper reviews the Key Performance Indicators (KPIs) that most strongly impact the production processes for the storage of data from Next-Generation Sequencing (NGS) workflows.
IT-as-a-Service Solutions for Healthcare ProvidersEMC
This white paper offers best practices regarding the technology infrastructure, business processes, and IT organizational structure to help healthcare providers maximize the value and impact of ITaaS across their organizations.
Discover what’s new in Windows 8.1 regarding interface, settings, deployment, security, … How will Windows 8.1 fit in your enterprise? How do you upgrade? All answers are here!
This Frost & Sullivan analyst report reveals how the legal and threat environment, combined with BYOD and cost factors, make multi-factor, risk-based authentication the logical approach to solving the security challenges posed by threat actors.
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Attaining IoT Value: How To Move from Connecting Things to Capturing InsightsSustainable Brands
Cisco estimates that the Internet of Everything (IoE) — the networked connection of people, process, data, and things — will generate $19 trillion in Value at Stake for the private and public sectors combined between 2013 and 2022. More than 42 percent of this value — $8 trillion — will come from one of IoE’s chief enablers, the Internet of Things (IoT). Defined by Cisco as “the intelligent connectivity of physical devices, driving massive gains in efficiency, business growth, and quality of life,” IoT often represents the quickest path to IoE value for private and public sector organizations.
This paper combines original and secondary research, as well as economic analysis, to provide a roadmap for maximizing value from IoT investments. It also explains why, in the worlds of IoT and IoE, the combination of edge computing/analytics and data center/cloud is essential to driving actionable insights that produce improved business outcomes.
Over the past decade, cloud computing has acted as a disrupter in several areas of IT business. Soon, it will overhaul one area of technology that has been in rapid growth itself: Data Analytics. Nicky will focus on the recent study of IBM Institute of Business Value which shows that capabilities that enable an organization to consume data faster – to move from raw data to insight-driven actions – are now the key differentiator to creating value using data and analytics. He will also talk about the requirements for the underlying infrastructure as critical component allowing real-time crunching and analysis of high volume of data. Based on real cases like retailers and energy companies, we will look at five predictions in five years, based on:
Analytics, Big data, and Cloud coming together will energize the Speed Advantage.
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ODE,world’s first vertically integrated consumer data ecosystem. We are working on a solutions to enhance consumer data privacy and which follow CCPA, GDPR and other laws.
🚀 Exciting New Business Opportunities in Emerging Technologies! 🌟
Are you ready to ride the wave of innovation? 💡 From AI to blockchain, and everything in between, emerging technologies are reshaping industries and creating endless possibilities for entrepreneurs. 🌐💼
🤖 AI and Machine Learning: Harness the power of data-driven insights and automation to revolutionize businesses and enhance customer experiences. #AI #MachineLearning
🔗 Blockchain and Cryptocurrency: Explore the decentralized world of blockchain technology, offering secure transactions and disrupting traditional finance models. #Blockchain #Cryptocurrency
📱 AR/VR and Immersive Experiences: Dive into the realm of augmented and virtual reality, transforming how we interact with content and engage with brands. #AR #VR
💻 Cybersecurity: Safeguard businesses and individuals against cyber threats, with a growing demand for innovative solutions in an increasingly digital world. #Cybersecurity
💡 IoT and Smart Devices: Connect the unconnected with the Internet of Things, enabling smarter cities, homes, and businesses through interconnected devices. #IoT #SmartDevices
💬 Emojis and Digital Communication: Explore the expressive world of emojis, shaping the way we communicate online and presenting unique branding and marketing opportunities. #Emojis #DigitalCommunication
🚀 Don't miss out on the chance to seize these exciting new opportunities and shape the future of technology-driven businesses! 💼💫 #TechTrends #Entrepreneurship #Innovation
Let's spark some conversations and dive into the possibilities! 💬✨
INDUSTRY-LEADING TECHNOLOGY FOR LONG TERM RETENTION OF BACKUPS IN THE CLOUDEMC
CloudBoost is a cloud-enabling solution from EMC
Facilitates secure, automatic, efficient data transfer to private and public clouds for Long-Term Retention (LTR) of backups. Seamlessly extends existing data protection solutions to elastic, resilient, scale-out cloud storage
Transforming Desktop Virtualization with Citrix XenDesktop and EMC XtremIOEMC
With EMC XtremIO all-flash array, improve
1) your competitive agility with real-time analytics & development
2) your infrastructure agility with elastic provisioning for performance & capacity
3) your TCO with 50% lower capex and opex and double the storage lifecycle.
• Citrix & EMC XtremIO: Better Together
• XtremIO Design Fundamentals for VDI
• Citrix XenDesktop & XtremIO
-- Image Management & Storage
-- Demonstrations
-- XtremIO XenDesktop Integration
EMC FORUM RESEARCH GLOBAL RESULTS - 10,451 RESPONSES ACROSS 33 COUNTRIES EMC
Explore findings from the EMC Forum IT Study and learn how cloud computing, social, mobile, and big data megatrends are shaping IT as a business driver globally.
Reference architecture with MIRANTIS OPENSTACK PLATFORM.The changes that are going on in IT with disruptions from technology, business and culture and so IT to solve the issues has to change from moving from traditional models to broker provider model.
Force Cyber Criminals to Shop Elsewhere
Learn the value of having an Identity Management and Governance solution and how retailers today are benefiting by strengthening their defenses and bolstering their Identity Management capabilities.
Container-based technology has experienced a recent revival and is becoming adopted at an explosive rate. For those that are new to the conversation, containers offer a way to virtualize an operating system. This virtualization isolates processes, providing limited visibility and resource utilization to each, such that the processes appear to be running on separate machines. In short, allowing more applications to run on a single machine. Here is a brief timeline of key moments in container history.
This white paper provides an overview of EMC's data protection solutions for the data lake - an active repository to manage varied and complex Big Data workloads
This infographic highlights key stats and messages from the analyst report from J.Gold Associates that addresses the growing economic impact of mobile cybercrime and fraud.
This white paper describes how an intelligence-driven governance, risk management, and compliance (GRC) model can create an efficient, collaborative enterprise GRC strategy across IT, Finance, Operations, and Legal areas.
The Trust Paradox: Access Management and Trust in an Insecure AgeEMC
This white paper discusses the results of a CIO UK survey on a“Trust Paradox,” defined as employees and business partners being both the weakest link in an organization’s security as well as trusted agents in achieving the company’s goals.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
2. 2013
- - - - - - - - - - - - - - -
4.4
2020
- - - - - - - - - - - - - - -
44
In 2013, there
were almost as
many bits in the
Digital Universe
as stars in the
physical universeZETTABYTES ZETTABYTES
If the Digital Universe were
represented by the memory in a
stack of tablets, in 2013 it would
have stretched two-thirds the
way to the Moon*
By 2020, there would be 6.6 stacks
from the Earth to the Moon*
The Digital Universe Is Huge
–And Growing Exponentially
Source: IDC, 2014
* iPad Air – 0.29” thick, 128 GB
With Research & Analysis by IDC
2
E M C D I G I T A L
UNIVERSE
I N F O B R I E F
6. 0%
2%
4%
6%
8%
10%
12%
2013 2014 2015 2016 2017 2018 2019 2020
The Internet of Things
Will Contribute an
Increasingly Large
Amount to the
Digital Universe
It includes:
Intelligent systems and devices
Connectivity enablement
Platforms for device, network, and application enablement
Analytics and social business
Vertical industry solutions
The network connecting
devices in the Internet of
Things is characterized
by automatic provisioning,
management,
and technology
IoT Embedded Systems as % of the DU
Source: IDC, 2014
With Research & Analysis by IDC
6
E M C D I G I T A L
UNIVERSE
I N F O B R I E F
7. -------------
-------------------------------------
$ 10
$ 9
$ 8
$ 7
$ 6
$ 5
$$ 4
$ 3
$ 2
$ 1
$ 0
2020
2012
2013
2014
2015
2016
2017
2018
2019
The Internet of Things Will
Subsume the Information
and Communication
Technology Industry
Over time, the Internet of Things (IoT) will grow to
subsume the traditional Information and Communication
Technology (ICT) industry
IoT is growing over three
times as fast as
traditional ICT, and by
2020 will nearly equal
all other ICT spending
Buyers and users of IoT
technology and
services will realize huge
business benefits
TRILLION
IoT Specific
Traditional ICT
Source: IDC, 2014
With Research & Analysis by IDC
7
E M C D I G I T A L
UNIVERSE
I N F O B R I E F
8. Mobility Is a Key Driver of the DU
Mobile “Connected Things”
Generate of 18% of the
Digital Universe
-----------------------
-----------------------
In 2020,
the figure
grows to 27%
18%
2014
2020
27%
Generated by Mobile “Connected Things”
Rest of Digital Universe
Mobile “things” include
devices such as RFID
tags, GPS devices, smart
cards, cars, toys, and
even dog collars
Source: IDC, 2014
8
With Research & Analysis by IDC
E M C D I G I T A L
UNIVERSE
I N F O B R I E F
9. New business
models
Real-time
information on
mission-critical
systems
Diversification of
revenue streams
Global visibility Efficient, intelligent
operations
The IoT will help
companies create
new value streams
for customers, speed
time to market, and
respond more rapidly
to customer needs.
Enterprises can
capture more data
about processes and
products more quickly
and radically improve
market agility.
The IoT can help
companies monetize
additional services on
top of traditional lines
of business.
The IoT will make it
easier for enterprises
to see inside the
business, including
tracking from one end
of the supply chain to
the other, which will
lower the cost of doing
business in
far-flung locales.
Access to information
from autonomous
endpoints will allow
organizations to make
on-the-fly decisions on
pricing, logistics,
and sales and
support deployment.
5 Ways IoT Will Create New Opportunities
-------------------------------------------------------------------------------------------------------------------------------------
With Research & Analysis by IDC
9
E M C D I G I T A L
UNIVERSE
I N F O B R I E F
10. The Digital Universe is too big and
too varied for companies to make
sense of all the data it contains.
Fortunately, that isn’t necessary.
Instead, they need to target the
highest value (i.e., “target-rich”)
data. IDC defines target-rich data
using the following criteria:
Can you obtain the data, or is
it hopelessly locked away on
end-user PCs, shuttling about
on closed-end data processing
systems, or trapped in
proprietary embedded systems?
Is the data available in real-time,
or does much of it come too late
to drive real-time decisions
and actions?
Could this kind of data,
properly analyzed and acted
upon, actually change a
company or society in a
meaningful way?
Could this kind of data
have more than one of the
above attributes?
Could top-notch analysis of
this data affect a lot of people,
major parts of the organization,
or lots of customers?
Easy to access.
Real-time.
Transformative.
Footprint.
Intersection
synergy.
Five Criteria
to Extract
Maximum Value
from Data
With Research & Analysis by IDC
10
E M C D I G I T A L
UNIVERSE
I N F O B R I E F
11. High-Value Data Is a
Manageable Subset of the Total
The size, diversity, and rapid growth of
the Digital Universe can be daunting.
Companies face the challenge of
implementing predictive analytics,
self-service business intelligence
and analytics, and easy-to-use
tools for data discovery and real-time
decision making
The good news: companies don’t have
to wade through the vastness of the
entire Digital Universe; they can find
the best opportunities by focusing on
the highest-value, target-rich data
At 1.5% of the total, target- rich
data is a much more manageable
area of discovery
2014
1.5%
Source: IDC, 2014
With Research & Analysis by IDC
11
E M C D I G I T A L
UNIVERSE
I N F O B R I E F
12. --------------------------------------
------------------------
-----------------------------
17% 8% 33%
2 0 1 4
42%
------------------------------------
----------------------
-------------------------------
10% 21% 16%
2 0 2 0
53%
Data from Embedded Systems Will Represent
a Larger Percentage of “Target-Rich” Data
Source: IDC, 2014
General IT and metadata
make up the largest portion
of “target rich” data and will
continue to grow as Big Data
projects expand and the base
of metadata grows
The biggest growth is data
from embedded systems,
fueled by growth of the
Internet of Things
The biggest decline is
surveillance as the
analog-to-digital transition
in surveillance winds down
Surveillance
Data from Embedded
Systems
Consumer & Mobile
General IT & Metadata
12
With Research & Analysis by IDC
E M C D I G I T A L
UNIVERSE
I N F O B R I E F
13. - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - - - - - - - - - - - - - - - - - - - - -
- - - - - - - - - - - - - - - - - - - - - - -
57%
48%
52%43%
Information Security: Much of the Data that
Needs to Be Protected Is Not Yet Protected
More than half of the information
in the Digital Universe that needs
protection is not being protected
EXAMPLES:
Camera phone photos
Digital video streaming
Public website content
Open-source data
Portion of DU
Portion
Portion
Portion of DU
Not Needing
Protection
Protected
Not Protected
D I G I T A L
UNIVERSE
Needing
Protection
EXAMPLES:
Corporate financial data
Personally identifiable information (PII)
Medical records
User account information
Source: IDC, 2014
With Research & Analysis by IDC
13
E M C D I G I T A L
UNIVERSE
I N F O B R I E F
14. 70
60
50
40
30
20
1010
0
-------------------------------------
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
0.7
16.5
62.5
20
0.3
16.5 20
Organization of Data: Few
Organizations are at the
Top of Analytics Maturity
Fewer than 1% of enterprises have achieved
the highest level of Big Data and
analytic usage
Big Data tends to be unstructured (e.g.,
in documents and text files), diversely
formatted, of uncertain accuracy and
unpredictable value, and often demands
real-time attention
To maximize Big Data, organizations must
implement new technologies and processes
to change today’s inflexible data structures
to more egalitarian and flexible data “lakes” Ad Hoc Opportunistic Repeatable Managed Optimized
PERCENT
Source: IDC, 2014
With Research & Analysis by IDC
14
E M C D I G I T A L
UNIVERSE
I N F O B R I E F
15. - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
28
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
---------------------------------
230
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
36
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
1,231
2 0 1 4 2 0 2 0
Talent Pool: IT Pros
Will Shoulder a Greater
Storage Burden
While much of the
IoT will be self-service and
self-supported, someone still
needs to architect the data
stores, answer helpdesk calls,
and maintain the data farms
More importantly, IT skills
and expertise need to be
upgraded to handle new data
sources and formats, and the
new technologies of today
GB
P E R
IT PRO
GB
P E R
IT PRO
MILLION
IT PROS
WORLDWIDE
MILLION
IT PROS
WORLDWIDE
Source: IDC, 2014
With Research & Analysis by IDC
15
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I N F O B R I E F
16. Many of the biggest
challenges posed by
the digital universe are
organizational. Three
steps organizations
should take to survive
and thrive in the
new era are:
Put in place a central governance policy to
determine who owns the data, who has the
right to access it, where is the data, and what
are the compliance, privacy, security, and
other risk factors associated with the data.
To manage the data deluge, you must choose and
deploy the right next-generation software tools for
data cleaning, crunching, and consumption, and
seamlessly integrate them with legacy systems.
Define the skills and expertise you need today and will need
tomorrow and establish the right processes, programs, and
incentives to upgrade your workforce.
Define and implement
an enterprise-wide data
governance policy.
Design and execute a plan
for acquiring the required
skills and talent.
Assess and
select the right
software tools.
------------
----------
------------
Three Steps All Enterprises Must Take
With Research & Analysis by IDC
16
E M C D I G I T A L
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I N F O B R I E F
17. Methodology
This is the seventh time IDC has conducted the Digital Universe
study for EMC. It was—and still is—the only study to estimate and
forecast the amount of digital data created annually. It has used
the same methodology since its inception, allowing the size of
the Digital Universe to be traced all the way back to 2005, when
“only” 132 exabytes of data were created and replicated.
IDC routinely tracks the terabytes of disk storage shipped each
year by region, media, and application.
To determine available storage on hard drives, IDC storage
analysts estimated storage utilization on capacity shipped in
previous years and added that to the current-year shipments.
For optical and nonvolatile flash memory, we developed installed
capacity ratios per device and algorithms to calculate capacity
utilization and overwriting. In optical, we found there was
much more prerecorded storage than storage that was
overwritten by users.
Our basic approach to sizing
the Digital Universe is to:
AVAILABLE STORAGE
Develop a forecast for the installed base of any of 40 or so classes of device
or application that could capture or create digital information.
Estimate how many units of information—files, images, songs, minutes of
video, calls per capita, packets of information—were created in a year.
Convert the units of information to megabytes using assumptions about
resolutions, compression, and usage.
Estimate the number of times a unit of information might be
replicated, either to share or store. Much of this information is part of
IDC’s ongoing research.
---------------------------------------------
With Research & Analysis by IDC
17
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I N F O B R I E F
Created By: Cyclone Interactive
(www.cycloneinteractive.com)