An IoT product’s log files speak volumes about what’s happening with your products in the field, pinpointing current and potential issues, and enabling you to predict failures and save millions of dollars in inventory. But until recently, no one knew how to listen. In his session at @ThingsExpo, Dan Gettens, Chief Research Officer at OnProcess, discussed recent research by Massachusetts Institute of Technology and OnProcess Technology, where MIT created a new, breakthrough analytics model for s...| By John Mertic | Article Rating: |
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| October 31, 2016 11:30 AM EDT | Reads: |
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Making Apache Hadoop Less Retro: Bringing Standards to Big Data
Ten short years ago, Apache Hadoop was just a small project deployed on a few machines at Yahoo and within a few years, it had truly become the backbone of Yahoo's data infrastructure. Additionally, the current Apache Hadoop market is forecasted to surpass $16 billion by 2020.
This might lead you to believe that Apache Hadoop is currently the backbone of data infrastructures for all enterprises; however, widespread enterprise adoption has been shockingly low.
While the platform is a key technology for gaining business insights from organizational Big Data, its penetration into enterprises has not lived up to Hadoop's game-changing business potential. In fact, according to Gartner, "Despite considerable hype and reported successes for early adopters, 54 percent of survey respondents report no plans to invest [in Hadoop] at this time, while only 18 percent have plans to invest in Hadoop over the next two years," said Nick Heudecker, research director at Gartner.
These findings demonstrate that although the open source platform may be proven and popular among seasoned developers who require a technology that can power large, complex applications, its fragmented ecosystem has caused enterprises difficulty extracting value from Apache Hadoop investments.
Another glaring barrier to adoption is the rapid and fragmented growth happening with Apache Hadoop components and its platform distribution, ultimately slowing Big Data ecosystem development and stunting enterprise implementation.
For legacy companies, platforms like Apache Hadoop seem daunting and risky. If these enterprises aren't able to initially identify the baseline business value they stand to gain from a technology, they are unlikely to invest - and this is where the value of industry standards comes into play.
Increasing adoption of Apache Hadoop, in my opinion, will require platform distributions to stop asking legacy corporations to technologically resemble Amazon, Twitter or Netflix. Through compatibility across platform distribution and application offerings for management and integration, widespread industry interoperability standards would allow Big Data application and solution providers to offer enterprises a guaranteed and official bare-minimum functionality and interoperability for their Apache Hadoop investments.
Additionally, this baseline of technological expectation will also benefit companies looking to differentiate their offerings. Similarly, standards within this open source-based Big Data technology will enable application developers and enterprises to more easily build data-driven applications - including standardizing the commodity work of the components of an Apache Hadoop platform distribution to spur the creation of more applications, which boosts the entire ecosystem.
A real world illustration of standardization in practice occurs within the container shipping industry, which was able to grow significantly once universal guidelines were implemented. When a formal shipping container standard was implemented by the International Standards Organization (ISO), to ensure the safe and efficient transport of containers, its significant impact increased trade more than 790 percent over 20 years - an incredible case for the unification and optimization of an entire ecosystem to ensure its longevity.
To help today's growing enterprise buyer looking to harness the estimated 4ZB of data the world is generating, the open data community will need to work together to foster the support of standardization across Apache Hadoop to ensure confidence from new adopters in their investment - regardless of the industry they serve.
From platform distributions, to application and solution providers and system integrators, known standards in which to operate will not only help to sustain this piece of the Big Data ecosystem pie, but it will define how these pieces interoperate and integrate more simply for the benefit of the ever-important enterprise.
Published October 31, 2016 Reads 2,364
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John Mertic is Director of Program Management for ODPi and Open Mainframe Project at The Linux Foundation. Previously, he was director of business development software alliances at Bitnami. He comes from a PHP and Open Source background, being a developer, evangelist, and partnership leader at SugarCRM, board member at OW2, president of OpenSocial, and frequent conference speaker around the world. As an avid writer, he has published articles on IBM Developerworks, Apple Developer Connection, and PHP Architect, and authored the book The Definitive Guide to SugarCRM: Better Business Applications and the book Building on SugarCRM.
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What happens when the different parts of a vehicle become smarter than the vehicle itself? As we move toward the era of smart everything, hundreds of entities in a vehicle that communicate with each other, the vehicle and external systems create a need for identity orchestration so that all entities work as a conglomerate. Much like an orchestra without a conductor, without the ability to secure, control, and connect the link between a vehicle’s head unit, devices, and systems and to manage the ...
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Complete Internet of Things (IoT) embedded device security is not just about the device but involves the entire product’s identity, data and control integrity, and services traversing the cloud. A device can no longer be looked at as an island; it is a part of a system. In fact, given the cross-domain interactions enabled by IoT it could be a part of many systems. Also, depending on where the device is deployed, for example, in the office building versus a factory floor or oil field, security ha...
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IoT solutions exploit operational data generated by Internet-connected smart “things” for the purpose of gaining operational insight and producing “better outcomes” (for example, create new business models, eliminate unscheduled maintenance, etc.). The explosive proliferation of IoT solutions will result in an exponential growth in the volume of IoT data, precipitating significant Information Governance issues: who owns the IoT data, what are the rights/duties of IoT solutions adopters towards t...
"We're a cybersecurity firm that specializes in engineering security solutions both at the software and hardware level. Security cannot be an after-the-fact afterthought, which is what it's become," stated Richard Blech, Chief Executive Officer at Secure Channels, in this SYS-CON.tv interview at @ThingsExpo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
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Hewlett Packard Enterprise advanced across several fronts at HPE Discover 2016 in London, making inroads into hybrid IT, Internet of Things, and on to the latest advances in memory-based computer architecture.
A leaner, more streamlined Hewlett Packard Enterprise (HPE) advanced across several fronts at HPE Discover 2016 in London, making inroads into hybrid IT, Internet of Things (IoT), and on to the latest advances in memory-based computer architecture. All the innovations are designed to hel...
Logs are continuous digital records of events generated by all components of your software stack – and they’re everywhere – your networks, servers, applications, containers and cloud infrastructure just to name a few. The data logs provide are like an X-ray for your IT infrastructure. Without logs, this lack of visibility creates operational challenges for managing modern applications that drive today’s digital businesses.
The 20th International Cloud Expo has announced that its Call for Papers is open. Cloud Expo, to be held June 6-8, 2017, at the Javits Center in New York City, brings together Cloud Computing, Big Data, Internet of Things, DevOps, Containers, Microservices and WebRTC to one location.
With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportunity. Submit your speaking proposal ...
About a year ago we tuned into “the need for speed” and how a concept like "serverless computing” was increasingly catering to this. We are now a year further and the term “serverless” is taking on unexpected proportions. With some even seeing it as the successor to cloud in general or at least as a successor to the clouds’ poorer cousin in terms of revenue, hype and adoption: PaaS.
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There’s a funny thing about digital transformation: we are simultaneously over-hyping it and understating it. On the one hand, every tech company in the world is talking about it. It doesn’t matter how mundane the technology; every company is somehow relating their products to digital transformation.
On the other, many people are failing to grasp the import and impact of what digital transformation really means. In far too many cases, business and IT leaders are dismissing it as nothing more ...
Information technology is an industry that has always experienced change, and the dramatic change sweeping across the industry today could not be truthfully described as the first time we've seen such widespread change impacting customer investments. However, the rate of the change, and the potential outcomes from today's digital transformation has the distinct potential to separate the industry into two camps: Organizations that see the change coming, embrace it, and successful leverage it; and...
Without lifecycle traceability and visibility across the tool chain, stakeholders from Planning-to-Ops have limited insight and answers to who, what, when, why and how across the DevOps lifecycle. This impacts the ability to deliver high quality software at the needed velocity to drive positive business outcomes. In his session at @DevOpsSummit 19th Cloud Expo, Eric Robertson, General Manager at CollabNet, showed how customers are able to achieve a level of transparency that enables everyone fro...





















