|By Paul Miller||
|September 28, 2012 08:00 AM EDT||
‘Big Data’ has a problem, and that problem is its name.
Dig deep into the big data ecosystem, or spend any time at all talking with its practitioners, and you should quickly start hitting the Vs. Initially Volume, Velocity and Variety, the Vs rapidly bred like rabbits. Now we have a plethora of new V-words, including Value, Veracity, and more. Every new presentation on big data, it seems, feels obligated to add a V to the pile.
Gartner stands by the original three, stating earlier this year that
Big Data are high-volume, high-velocity, and/or high-variety information assets that require new forms of processing to enable enhanced decision making, insight discovery and process optimization.
But by latching onto the ‘big’ part of the name, and reinforcing that with the ‘volume’ V, we become distracted and run the risk of rapidly missing the point. The implication from a whole industry is that size matters. Bigger is better. If you don’t collect everything, you’re woefully out of touch. And if you’re not counting in petas, exas, zettas or yottas, how on earth do you live with the shame?
From the outset, though, size was only part of the picture. Streams of data from social networks, traffic management systems or stock control processes raise a lot of challenges because of the speed with which data must be ingested, or the rapidity with which actionable decisions must be taken. Data volumes may only be a few gigabytes or – oh, the embarrassment – megabytes, but the challenge is still very real. Combining data of different types from disparate sources also creates opportunities. Video from traffic cameras, combined with the logs of pressure sensors beneath the roads, weather data from forecasters and historic records, and social networking comments about the smoothness (or otherwise) of the morning commute build a rich picture that no single source can provide. The initial data sets may be large, but the subset that is actually relevant to the problem being studied will often be far smaller. Variety is the challenge here, not volume.
Of all the Vs clamouring to join the initial three, the most compelling to me must surely be Value. What is the value of the insight offered by this data, regardless of how big it is, how fast it’s coming at me, or how many formats it comprises?
The correct interpretation of the right analysis, performed on the optimal set of data. Surely that’s what we should celebrate? Sometimes, certainly, that analysis will be performed on mind-bogglingly huge data stores. But sometimes it won’t, and the results can be just as valuable. Is it better to collect everything and then extract the gigabyte or two of data you actually need, or does it make more sense to know what you’re interested in and devise a collection strategy that gets you the right data in the first place?
Big Data is impressive stuff. This fledgling market segment is full of interesting companies doing remarkable things. The ability to hold genomes, city traffic systems, internet search logs, or complex financial models in memory and to manipulate them in order to derive insight in real time is stunning and transformative. The switch from highly structured relational databases to schema-less data stores creates new opportunities, and new challenges.
Let’s celebrate the value of data volume when it’s appropriate to do so, but let’s not create the patently false impression that big is best.
Ben Kepes and I jokingly used Twitter to announce a new company at last year’s Defrag. WeeData (‘wee‘ as in small, not the other kind) was to concern itself with everything that big data’s champions did not, and that’s a very large market indeed. We’re hoping that the people who rushed to sign up as customers, investors, and Board members got the joke…
In the 21st century, security on the Internet has become one of the most important issues. We hear more and more about cyber-attacks on the websites of large corporations, banks and even small businesses. When online we’re concerned not only for our own safety but also our privacy. We have to know that hackers usually start their preparation by investigating the private information of admins – the habits, interests, visited websites and so on. On the other hand, our own security is in danger bec...
Oct. 26, 2016 02:45 PM EDT Reads: 308
Successful transition from traditional IT to cloud computing requires three key ingredients: an IT architecture that allows companies to extend their internal best practices to the cloud, a cost point that allows economies of scale, and automated processes that manage risk exposure and maintain regulatory compliance with industry regulations (FFIEC, PCI-DSS, HIPAA, FISMA). The unique combination of VMware, the IBM Cloud, and Cloud Raxak, a 2016 Gartner Cool Vendor in IT Automation, provides a co...
Oct. 26, 2016 02:15 PM EDT Reads: 1,283
SYS-CON Events announced today that Embotics, the cloud automation company, will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Embotics is the cloud automation company for IT organizations and service providers that need to improve provisioning or enable self-service capabilities. With a relentless focus on delivering a premier user experience and unmatched customer support, Embotics is the fas...
Oct. 26, 2016 02:00 PM EDT Reads: 987
SYS-CON Events announced today that MathFreeOn will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. MathFreeOn is Software as a Service (SaaS) used in Engineering and Math education. Write scripts and solve math problems online. MathFreeOn provides online courses for beginners or amateurs who have difficulties in writing scripts. In accordance with various mathematical topics, there are more tha...
Oct. 26, 2016 01:30 PM EDT Reads: 1,106
SYS-CON Events announced today that Niagara Networks will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Niagara Networks offers the highest port-density systems, and the most complete Next-Generation Network Visibility systems including Network Packet Brokers, Bypass Switches, and Network TAPs.
Oct. 26, 2016 01:15 PM EDT Reads: 1,389
The best way to leverage your Cloud Expo presence as a sponsor and exhibitor is to plan your news announcements around our events. The press covering Cloud Expo and @ThingsExpo will have access to these releases and will amplify your news announcements. More than two dozen Cloud companies either set deals at our shows or have announced their mergers and acquisitions at Cloud Expo. Product announcements during our show provide your company with the most reach through our targeted audiences.
Oct. 26, 2016 01:00 PM EDT Reads: 5,007
@ThingsExpo has been named the Top 5 Most Influential Internet of Things Brand by Onalytica in the ‘The Internet of Things Landscape 2015: Top 100 Individuals and Brands.' Onalytica analyzed Twitter conversations around the #IoT debate to uncover the most influential brands and individuals driving the conversation. Onalytica captured data from 56,224 users. The PageRank based methodology they use to extract influencers on a particular topic (tweets mentioning #InternetofThings or #IoT in this ...
Oct. 26, 2016 12:45 PM EDT Reads: 8,556
Virgil consists of an open-source encryption library, which implements Cryptographic Message Syntax (CMS) and Elliptic Curve Integrated Encryption Scheme (ECIES) (including RSA schema), a Key Management API, and a cloud-based Key Management Service (Virgil Keys). The Virgil Keys Service consists of a public key service and a private key escrow service.
Oct. 26, 2016 12:45 PM EDT Reads: 1,162
In his general session at 19th Cloud Expo, Manish Dixit, VP of Product and Engineering at Dice, will discuss how Dice leverages data insights and tools to help both tech professionals and recruiters better understand how skills relate to each other and which skills are in high demand using interactive visualizations and salary indicator tools to maximize earning potential. Manish Dixit is VP of Product and Engineering at Dice. As the leader of the Product, Engineering and Data Sciences team a...
Oct. 26, 2016 12:45 PM EDT Reads: 602
OnProcess Technology has announced it will be a featured speaker at @ThingsExpo, taking place November 1 - 3, 2016, in Santa Clara, California. Dan Gettens, OnProcess’ Chief Analytics Officer, will discuss how Internet of Things (IoT) data can be leveraged to predict product failures, improve uptime and slash costly inventory stock. @ThingsExpo is an annual gathering of IoT and cloud developers, practitioners and thought-leaders who exchange ideas and insights on topics ranging from Big Data in...
Oct. 26, 2016 12:45 PM EDT Reads: 410
SYS-CON Events announced today that Cemware will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Use MATLAB functions by just visiting website mathfreeon.com. MATLAB compatible, freely usable, online platform services. As of October 2016, 80,000 users from 180 countries are enjoying our platform service.
Oct. 26, 2016 12:30 PM EDT Reads: 945
Data is the fuel that drives the machine learning algorithmic engines and ultimately provides the business value. In his session at Cloud Expo, Ed Featherston, a director and senior enterprise architect at Collaborative Consulting, will discuss the key considerations around quality, volume, timeliness, and pedigree that must be dealt with in order to properly fuel that engine.
Oct. 26, 2016 12:30 PM EDT Reads: 3,954
SYS-CON Events announced today that StarNet Communications will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. StarNet Communications’ FastX is the industry first cloud-based remote X Windows emulator. Using standard Web browsers (FireFox, Chrome, Safari, etc.) users from around the world gain highly secure access to applications and data hosted on Linux-based servers in a central data center. ...
Oct. 26, 2016 12:15 PM EDT Reads: 2,228
In an era of historic innovation fueled by unprecedented access to data and technology, the low cost and risk of entering new markets has leveled the playing field for business. Today, any ambitious innovator can easily introduce a new application or product that can reinvent business models and transform the client experience. In their Day 2 Keynote at 19th Cloud Expo, Mercer Rowe, IBM Vice President of Strategic Alliances, and Raejeanne Skillern, Intel Vice President of Data Center Group and ...
Oct. 26, 2016 12:15 PM EDT Reads: 1,603
SYS-CON Events announced today that eCube Systems, the leading provider of modern development tools and best practices for Continuous Integration on OpenVMS, will exhibit at SYS-CON's @DevOpsSummit at Cloud Expo New York, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. eCube Systems offers a family of middleware products and development tools that maximize return on technology investment by leveraging existing technical equity to meet evolving business needs. ...
Oct. 26, 2016 12:00 PM EDT Reads: 4,627
More and more companies are looking to microservices as an architectural pattern for breaking apart applications into more manageable pieces so that agile teams can deliver new features quicker and more effectively. What this pattern has done more than anything to date is spark organizational transformations, setting the foundation for future application development. In practice, however, there are a number of considerations to make that go beyond simply “build, ship, and run,” which changes ho...
Oct. 26, 2016 12:00 PM EDT Reads: 3,563
Digitization is driving a fundamental change in society that is transforming the way businesses work with their customers, their supply chains and their people. Digital transformation leverages DevOps best practices, such as Agile Parallel Development, Continuous Delivery and Agile Operations to capitalize on opportunities and create competitive differentiation in the application economy. However, information security has been notably absent from the DevOps movement. Speed doesn’t have to negat...
Oct. 26, 2016 12:00 PM EDT Reads: 2,898
I'm a lonely sensor. I spend all day telling the world how I'm feeling, but none of the other sensors seem to care. I want to be connected. I want to build relationships with other sensors to be more useful for my human. I want my human to understand that when my friends next door are too hot for a while, I'll soon be flaming. And when all my friends go outside without me, I may be left behind. Don't just log my data; use the relationship graph. In his session at @ThingsExpo, Ryan Boyd, Engi...
Oct. 26, 2016 11:45 AM EDT Reads: 1,894
There is growing need for data-driven applications and the need for digital platforms to build these apps. In his session at 19th Cloud Expo, Muddu Sudhakar, VP and GM of Security & IoT at Splunk, will cover different PaaS solutions and Big Data platforms that are available to build applications. In addition, AI and machine learning are creating new requirements that developers need in the building of next-gen apps. The next-generation digital platforms have some of the past platform needs a...
Oct. 26, 2016 11:45 AM EDT Reads: 2,348
Join Impiger for their featured webinar: ‘Cloud Computing: A Roadmap to Modern Software Delivery’ on November 10, 2016, at 12:00 pm CST. Very few companies have not experienced some impact to their IT delivery due to the evolution of cloud computing. This webinar is not about deciding whether you should entertain moving some or all of your IT to the cloud, but rather, a detailed look under the hood to help IT professionals understand how cloud adoption has evolved and what trends will impact th...
Oct. 26, 2016 11:45 AM EDT Reads: 539