Welcome!

Industrial IoT Authors: Elizabeth White, Steve Wilson, Yeshim Deniz, Derek Weeks, SmartBear Blog

Related Topics: @CloudExpo, Java IoT, Industrial IoT, Microservices Expo, Microsoft Cloud, Containers Expo Blog

@CloudExpo: Article

Drilling the Data Wells of the Future

Human-generated Big Data could make us rich

Human-generated content is comprised of all the files and e-mails that we create every day, all the presentations, word processing documents, spreadsheets, audio files and other documents our employers ask us to produce hour-by-hour. These are the files that take up the vast majority of digital storage space in most organizations - they are kept for significant amounts of time and have huge amounts of metadata associated with them. Human-generated content is huge, and its metadata is even bigger. Metadata is the information about a file: who might have created it, what type of file it is, what folder it is stored in, who has been reading it and who has access to it. The content and metadata together make up human-generated Big Data.

The problem is that most of us, meaning organizations and governments, are not yet equipped with the tools to exploit human-generated Big Data. The conclusion of a recent survey of over 1,000 Internet experts and other Internet users, published by the Pew Research Centre and the Imagining the Internet Center at Elon University, is that the world may not be ready to properly handle and understand Big Data.[1] These experts have come to the conclusion that the huge quantities of data, which they term "digital exhaust," which will be created by the year 2020 could very well enhance productivity, improve organizational transparency and expand the frontier of the "knowable future." However, they are concerned about whose hands this information is in and whether government or corporations will use this information wisely.

The survey found that "...human and machine analysis of Big Data could improve social, political and economic intelligence by 2020. The rise of what is known as Big Data will facilitate things like real-time forecasting of events; the development of ‘inferential software' that assesses data patterns to project outcomes; and the creation of algorithms for advanced correlations that enable new understanding of the world."

Of those surveyed, 39% of the Internet experts asked agreed with the counterargument to Big Data's benefits, which posited that "Human and machine analysis of Big Data will cause more problems than it solves by 2020. The existence of huge data sets for analysis will engender false confidence in our predictive powers and will lead many to make significant and hurtful mistakes. Moreover, analysis of Big Data will be misused by powerful people and institutions with selfish agendas who manipulate findings to make the case for what they want."

As one of the study's participants, entrepreneur Bryan Trogdon put it: "Big Data is the new oil," observing that, "...the companies, governments, and organizations that are able to mine this resource will have an enormous advantage over those that don't. With speed, agility, and innovation determining the winners and losers, Big Data allows us to move from a mindset of ‘measure twice, cut once' to one of ‘place small bets fast.'"[2]

Jeff Jarvis, professor and blogger, said: "Media and regulators are demonizing Big Data and its supposed threat to privacy. Such moral panics have occurred often thanks to changes in technology. But the moral of the story remains: there is value to be found in this data, value in our newfound ability to share. Google's founders have urged government regulators not to require them to quickly delete searches because, in their patterns and anomalies, they have found the ability to track the outbreak of the flu before health officials could and they believe that by similarly tracking a pandemic, millions of lives could be saved. Demonizing data, big or small, is demonising knowledge, and that is never wise."[3]

Sean Mead, director of analytics at Mead, Mead & Clark, Interbrand said: "Large, publicly available data sets, easier tools, wider distribution of analytics skills, and early stage artificial intelligence software will lead to a burst of economic activity and increased productivity comparable to that of the Internet and PC revolutions of the mid to late 1990s. Social movements will arise to free up access to large data repositories, to restrict the development and use of AIs, and to ‘liberate' AIs."[4]

These are very interesting arguments and they do begin to get to the heart of the matter - which is that our data sets have grown beyond our ability to analyze and process them without sophisticated automation. We simply have to rely on technology to analyze and cope with this enormous wave of content and metadata.

Analyzing human-generated Big Data has enormous potential. More than potential, harnessing the power of metadata has become essential to manage and protect human-generated content. File shares, emails, and intranets have made it so easy for end users to save and share files that organizations now have more human-generated content than they can sustainably manage and protect using small data thinking. Many organizations face real problems because questions that could be answered 15 years ago on smaller, more static data sets can no longer be answered. These questions include: Where does critical data reside, who accesses it, and who should have access to it? As a consequence, IDC estimates that only half the data that should be protected is protected.

The problem is compounded with cloud-based file sharing, as these services create yet another growing store of human-generated content requiring management and protection - one that lies outside corporate infrastructure with different controls and management processes.

David Weinberger of Harvard University's Berkman Center said: "We are just beginning to understand the range of problems Big Data can solve, even though it means acknowledging that we're less unpredictable, free, madcap creatures than we'd like to think. If harnessing the power of human generated big data can make data protection and management less unpredictable, free, and madcap, organizations will be grateful.

References

  1. http://www.elon.edu/e-web/predictions/expertsurveys/2012survey/future_Big_Data_2020.xhtml
  2. http://pewinternet.org/Reports/2012/Future-of-Big-Data/Overview.aspx
  3. http://pewinternet.org/Reports/2012/Future-of-Big-Data/Overview.aspx
  4. http://pewinternet.org/Reports/2012/Future-of-Big-Data/Overview.aspx

More Stories By Rob Sobers

Rob Sobers is a designer, web developer, and technical marketing manager for Varonis, where he oversees the company's online marketing strategy. He writes a popular blog on software and security at accidentalhacker.com and is co-author of the book "Learn Ruby the Hard Way", which has been used by thousands of students to learn the Ruby programming language. Rob is a 12-year technology industry veteran and, prior to joining Varonis, held positions in software engineering, design, and professional services.

Comments (0)

Share your thoughts on this story.

Add your comment
You must be signed in to add a comment. Sign-in | Register

In accordance with our Comment Policy, we encourage comments that are on topic, relevant and to-the-point. We will remove comments that include profanity, personal attacks, racial slurs, threats of violence, or other inappropriate material that violates our Terms and Conditions, and will block users who make repeated violations. We ask all readers to expect diversity of opinion and to treat one another with dignity and respect.


@ThingsExpo Stories
When shopping for a new data processing platform for IoT solutions, many development teams want to be able to test-drive options before making a choice. Yet when evaluating an IoT solution, it’s simply not feasible to do so at scale with physical devices. Building a sensor simulator is the next best choice; however, generating a realistic simulation at very high TPS with ease of configurability is a formidable challenge. When dealing with multiple application or transport protocols, you would be...
SYS-CON Events announced today that Datera, that offers a radically new data management architecture, has been named "Exhibitor" of SYS-CON's 21st International Cloud Expo ®, which will take place on Oct 31 - Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Datera is transforming the traditional datacenter model through modern cloud simplicity. The technology industry is at another major inflection point. The rise of mobile, the Internet of Things, data storage and Big...
SYS-CON Events announced today that GrapeUp, the leading provider of rapid product development at the speed of business, will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Grape Up is a software company, specialized in cloud native application development and professional services related to Cloud Foundry PaaS. With five expert teams that operate in various sectors of the market acr...
In the enterprise today, connected IoT devices are everywhere – both inside and outside corporate environments. The need to identify, manage, control and secure a quickly growing web of connections and outside devices is making the already challenging task of security even more important, and onerous. In his session at @ThingsExpo, Rich Boyer, CISO and Chief Architect for Security at NTT i3, discussed new ways of thinking and the approaches needed to address the emerging challenges of security i...
In his opening keynote at 20th Cloud Expo, Michael Maximilien, Research Scientist, Architect, and Engineer at IBM, discussed the full potential of the cloud and social data requires artificial intelligence. By mixing Cloud Foundry and the rich set of Watson services, IBM's Bluemix is the best cloud operating system for enterprises today, providing rapid development and deployment of applications that can take advantage of the rich catalog of Watson services to help drive insights from the vast t...
SYS-CON Events announced today that CA Technologies has been named "Platinum Sponsor" of SYS-CON's 21st International Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. CA Technologies helps customers succeed in a future where every business - from apparel to energy - is being rewritten by software. From planning to development to management to security, CA creates software that fuels transformation for companies in the applic...
There is only one world-class Cloud event on earth, and that is Cloud Expo – which returns to Silicon Valley for the 21st Cloud Expo at the Santa Clara Convention Center, October 31 - November 2, 2017. Every Global 2000 enterprise in the world is now integrating cloud computing in some form into its IT development and operations. Midsize and small businesses are also migrating to the cloud in increasing numbers. Companies are each developing their unique mix of cloud technologies and service...
WebRTC is great technology to build your own communication tools. It will be even more exciting experience it with advanced devices, such as a 360 Camera, 360 microphone, and a depth sensor camera. In his session at @ThingsExpo, Masashi Ganeko, a manager at INFOCOM Corporation, will introduce two experimental projects from his team and what they learned from them. "Shotoku Tamago" uses the robot audition software HARK to track speakers in 360 video of a remote party. "Virtual Teleport" uses a...
Recently, IoT seems emerging as a solution vehicle for data analytics on real-world scenarios from setting a room temperature setting to predicting a component failure of an aircraft. Compared with developing an application or deploying a cloud service, is an IoT solution unique? If so, how? How does a typical IoT solution architecture consist? And what are the essential components and how are they relevant to each other? How does the security play out? What are the best practices in formulating...
Internet of @ThingsExpo, taking place October 31 - November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 21st Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The Internet of Things (IoT) is the most profound change in personal and enterprise IT since the creation of the Worldwide Web more than 20 years ago. All major researchers estimate there will be tens of billions devic...
In his session at @ThingsExpo, Arvind Radhakrishnen discussed how IoT offers new business models in banking and financial services organizations with the capability to revolutionize products, payments, channels, business processes and asset management built on strong architectural foundation. The following topics were covered: How IoT stands to impact various business parameters including customer experience, cost and risk management within BFS organizations.
An increasing number of companies are creating products that combine data with analytical capabilities. Running interactive queries on Big Data requires complex architectures to store and query data effectively, typically involving data streams, an choosing efficient file format/database and multiple independent systems that are tied together through custom-engineered pipelines. In his session at @BigDataExpo at @ThingsExpo, Tomer Levi, a senior software engineer at Intel’s Advanced Analytics ...
SYS-CON Events announced today that Elastifile will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 - Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Elastifile Cloud File System (ECFS) is software-defined data infrastructure designed for seamless and efficient management of dynamic workloads across heterogeneous environments. Elastifile provides the architecture needed to optimize your hybrid cloud environment, by facilitating efficient...
SYS-CON Events announced today that Golden Gate University will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Since 1901, non-profit Golden Gate University (GGU) has been helping adults achieve their professional goals by providing high quality, practice-based undergraduate and graduate educational programs in law, taxation, business and related professions. Many of its courses are taug...
"We provide IoT solutions. We provide the most compatible solutions for many applications. Our solutions are industry agnostic and also protocol agnostic," explained Richard Han, Head of Sales and Marketing and Engineering at Systena America, in this SYS-CON.tv interview at @ThingsExpo, held June 6-8, 2017, at the Javits Center in New York City, NY.
SYS-CON Events announced today that DXWorldExpo has been named “Global Sponsor” of SYS-CON's 21st International Cloud Expo, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Digital Transformation is the key issue driving the global enterprise IT business. Digital Transformation is most prominent among Global 2000 enterprises and government institutions.
21st International Cloud Expo, taking place October 31 - November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy. Me...
Recently, WebRTC has a lot of eyes from market. The use cases of WebRTC are expanding - video chat, online education, online health care etc. Not only for human-to-human communication, but also IoT use cases such as machine to human use cases can be seen recently. One of the typical use-case is remote camera monitoring. With WebRTC, people can have interoperability and flexibility for deploying monitoring service. However, the benefit of WebRTC for IoT is not only its convenience and interopera...
SYS-CON Events announced today that Secure Channels, a cybersecurity firm, will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Secure Channels, Inc. offers several products and solutions to its many clients, helping them protect critical data from being compromised and access to computer networks from the unauthorized. The company develops comprehensive data encryption security strategie...
From 2013, NTT Communications has been providing cPaaS service, SkyWay. Its customer’s expectations for leveraging WebRTC technology are not only typical real-time communication use cases such as Web conference, remote education, but also IoT use cases such as remote camera monitoring, smart-glass, and robotic. Because of this, NTT Communications has numerous IoT business use-cases that its customers are developing on top of PaaS. WebRTC will lead IoT businesses to be more innovative and address...