|By Rob Sobers||
|October 29, 2012 10:00 AM EDT||
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. 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.'"
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."
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."
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.
Collecting data in the field and configuring multitudes of unique devices is a time-consuming, labor-intensive process that can stretch IT resources. Horan & Bird [H&B], Australia’s fifth-largest Solar Panel Installer, wanted to automate sensor data collection and monitoring from its solar panels and integrate the data with its business and marketing systems. After data was collected and structured, two major areas needed to be addressed: improving developer workflows and extending access to a business application to multiple users (multi-tenancy). Docker, a container technology, was used to ...
May. 27, 2015 01:00 AM EDT Reads: 2,422
The true value of the Internet of Things (IoT) lies not just in the data, but through the services that protect the data, perform the analysis and present findings in a usable way. With many IoT elements rooted in traditional IT components, Big Data and IoT isn’t just a play for enterprise. In fact, the IoT presents SMBs with the prospect of launching entirely new activities and exploring innovative areas. CompTIA research identifies several areas where IoT is expected to have the greatest impact.
May. 26, 2015 09:00 PM EDT Reads: 5,222
The 4th International Internet of @ThingsExpo, co-located with the 17th International Cloud Expo - to be held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA - announces that its Call for Papers is open. The Internet of Things (IoT) is the biggest idea since the creation of the Worldwide Web more than 20 years ago.
May. 26, 2015 06:00 PM EDT Reads: 2,267
The Industrial Internet revolution is now underway, enabled by connected machines and billions of devices that communicate and collaborate. The massive amounts of Big Data requiring real-time analysis is flooding legacy IT systems and giving way to cloud environments that can handle the unpredictable workloads. Yet many barriers remain until we can fully realize the opportunities and benefits from the convergence of machines and devices with Big Data and the cloud, including interoperability, data security and privacy.
May. 26, 2015 05:00 PM EDT Reads: 4,944
The Internet of Things is tied together with a thin strand that is known as time. Coincidentally, at the core of nearly all data analytics is a timestamp. When working with time series data there are a few core principles that everyone should consider, especially across datasets where time is the common boundary. In his session at Internet of @ThingsExpo, Jim Scott, Director of Enterprise Strategy & Architecture at MapR Technologies, discussed single-value, geo-spatial, and log time series data. By focusing on enterprise applications and the data center, he will use OpenTSDB as an example t...
May. 26, 2015 02:00 PM EDT Reads: 6,686
The Internet of Things is not only adding billions of sensors and billions of terabytes to the Internet. It is also forcing a fundamental change in the way we envision Information Technology. For the first time, more data is being created by devices at the edge of the Internet rather than from centralized systems. What does this mean for today's IT professional? In this Power Panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists will addresses this very serious issue of profound change in the industry.
May. 26, 2015 01:15 PM EDT Reads: 1,136
Scott Jenson leads a project called The Physical Web within the Chrome team at Google. Project members are working to take the scalability and openness of the web and use it to talk to the exponentially exploding range of smart devices. Nearly every company today working on the IoT comes up with the same basic solution: use my server and you'll be fine. But if we really believe there will be trillions of these devices, that just can't scale. We need a system that is open a scalable and by using the URL as a basic building block, we open this up and get the same resilience that the web enjoys.
May. 26, 2015 01:00 PM EDT Reads: 7,301
We are reaching the end of the beginning with WebRTC, and real systems using this technology have begun to appear. One challenge that faces every WebRTC deployment (in some form or another) is identity management. For example, if you have an existing service – possibly built on a variety of different PaaS/SaaS offerings – and you want to add real-time communications you are faced with a challenge relating to user management, authentication, authorization, and validation. Service providers will want to use their existing identities, but these will have credentials already that are (hopefully) i...
May. 26, 2015 01:00 PM EDT Reads: 4,603
All major researchers estimate there will be tens of billions devices - computers, smartphones, tablets, and sensors - connected to the Internet by 2020. This number will continue to grow at a rapid pace for the next several decades. With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo, June 9-11, 2015, at the Javits Center in New York City. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be
May. 26, 2015 12:15 PM EDT Reads: 2,699
Container frameworks, such as Docker, provide a variety of benefits, including density of deployment across infrastructure, convenience for application developers to push updates with low operational hand-holding, and a fairly well-defined deployment workflow that can be orchestrated. Container frameworks also enable a DevOps approach to application development by cleanly separating concerns between operations and development teams. But running multi-container, multi-server apps with containers is very hard. You have to learn five new and different technologies and best practices (libswarm, sy...
May. 26, 2015 12:00 PM EDT Reads: 2,466
SYS-CON Events announced today that DragonGlass, an enterprise search platform, will exhibit at SYS-CON's 16th International Cloud Expo®, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY. After eleven years of designing and building custom applications, OpenCrowd has launched DragonGlass, a cloud-based platform that enables the development of search-based applications. These are a new breed of applications that utilize a search index as their backbone for data retrieval. They can easily adapt to new data sets and provide access to both structured and unstruc...
May. 26, 2015 12:00 PM EDT Reads: 2,245
The Internet of Things is a misnomer. That implies that everything is on the Internet, and that simply should not be - especially for things that are blurring the line between medical devices that stimulate like a pacemaker and quantified self-sensors like a pedometer or pulse tracker. The mesh of things that we manage must be segmented into zones of trust for sensing data, transmitting data, receiving command and control administrative changes, and peer-to-peer mesh messaging. In his session at @ThingsExpo, Ryan Bagnulo, Solution Architect / Software Engineer at SOA Software, focused on desi...
May. 26, 2015 11:00 AM EDT Reads: 4,261
An entirely new security model is needed for the Internet of Things, or is it? Can we save some old and tested controls for this new and different environment? In his session at @ThingsExpo, New York's at the Javits Center, Davi Ottenheimer, EMC Senior Director of Trust, reviewed hands-on lessons with IoT devices and reveal a new risk balance you might not expect. Davi Ottenheimer, EMC Senior Director of Trust, has more than nineteen years' experience managing global security operations and assessments, including a decade of leading incident response and digital forensics. He is co-author of t...
May. 26, 2015 11:00 AM EDT Reads: 5,962
SYS-CON Events announced today that MetraTech, now part of Ericsson, has been named “Silver Sponsor” of SYS-CON's 16th International Cloud Expo®, which will take place on June 9–11, 2015, at the Javits Center in New York, NY. Ericsson is the driving force behind the Networked Society- a world leader in communications infrastructure, software and services. Some 40% of the world’s mobile traffic runs through networks Ericsson has supplied, serving more than 2.5 billion subscribers.
May. 26, 2015 10:15 AM EDT Reads: 1,920
While great strides have been made relative to the video aspects of remote collaboration, audio technology has basically stagnated. Typically all audio is mixed to a single monaural stream and emanates from a single point, such as a speakerphone or a speaker associated with a video monitor. This leads to confusion and lack of understanding among participants especially regarding who is actually speaking. Spatial teleconferencing introduces the concept of acoustic spatial separation between conference participants in three dimensional space. This has been shown to significantly improve comprehe...
May. 26, 2015 10:00 AM EDT Reads: 3,378
Buzzword alert: Microservices and IoT at a DevOps conference? What could possibly go wrong? In this Power Panel at DevOps Summit, moderated by Jason Bloomberg, the leading expert on architecting agility for the enterprise and president of Intellyx, panelists will peel away the buzz and discuss the important architectural principles behind implementing IoT solutions for the enterprise. As remote IoT devices and sensors become increasingly intelligent, they become part of our distributed cloud environment, and we must architect and code accordingly. At the very least, you'll have no problem fil...
May. 26, 2015 10:00 AM EDT Reads: 2,177
The Domain Name Service (DNS) is one of the most important components in networking infrastructure, enabling users and services to access applications by translating URLs (names) into IP addresses (numbers). Because every icon and URL and all embedded content on a website requires a DNS lookup loading complex sites necessitates hundreds of DNS queries. In addition, as more internet-enabled ‘Things' get connected, people will rely on DNS to name and find their fridges, toasters and toilets. According to a recent IDG Research Services Survey this rate of traffic will only grow. What's driving t...
May. 26, 2015 09:00 AM EDT Reads: 5,427
Today’s enterprise is being driven by disruptive competitive and human capital requirements to provide enterprise application access through not only desktops, but also mobile devices. To retrofit existing programs across all these devices using traditional programming methods is very costly and time consuming – often prohibitively so. In his session at @ThingsExpo, Jesse Shiah, CEO, President, and Co-Founder of AgilePoint Inc., discussed how you can create applications that run on all mobile devices as well as laptops and desktops using a visual drag-and-drop application – and eForms-buildi...
May. 26, 2015 08:00 AM EDT Reads: 5,680
The Internet of Things promises to transform businesses (and lives), but navigating the business and technical path to success can be difficult to understand. In his session at @ThingsExpo, Sean Lorenz, Technical Product Manager for Xively at LogMeIn, demonstrated how to approach creating broadly successful connected customer solutions using real world business transformation studies including New England BioLabs and more.
May. 26, 2015 08:00 AM EDT Reads: 6,183
The recent trends like cloud computing, social, mobile and Internet of Things are forcing enterprises to modernize in order to compete in the competitive globalized markets. However, enterprises are approaching newer technologies with a more silo-ed way, gaining only sub optimal benefits. The Modern Enterprise model is presented as a newer way to think of enterprise IT, which takes a more holistic approach to embracing modern technologies.
May. 25, 2015 11:00 PM EDT Reads: 6,303