Welcome!

Open Source Cloud Authors: Mehdi Daoudi, Liz McMillan, Xenia von Wedel, Stackify Blog, Vaibhaw Pandey

Related Topics: @DevOpsSummit, Java IoT, Linux Containers, Open Source Cloud, Containers Expo Blog, Agile Computing, @CloudExpo, Apache, @DXWorldExpo, @ThingsExpo

@DevOpsSummit: Article

Apache #Hadoop and #BigData Standards | @CloudExpo #IoT #M2M #BI #ML

The platform’s penetration into enterprises has not lived up to Hadoop’s game-changing business potential

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.

More Stories By John Mertic

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.

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
"Cloud Academy is an enterprise training platform for the cloud, specifically public clouds. We offer guided learning experiences on AWS, Azure, Google Cloud and all the surrounding methodologies and technologies that you need to know and your teams need to know in order to leverage the full benefits of the cloud," explained Alex Brower, VP of Marketing at Cloud Academy, in this SYS-CON.tv interview at 21st Cloud Expo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clar...
In his session at 21st Cloud Expo, Carl J. Levine, Senior Technical Evangelist for NS1, will objectively discuss how DNS is used to solve Digital Transformation challenges in large SaaS applications, CDNs, AdTech platforms, and other demanding use cases. Carl J. Levine is the Senior Technical Evangelist for NS1. A veteran of the Internet Infrastructure space, he has over a decade of experience with startups, networking protocols and Internet infrastructure, combined with the unique ability to it...
"IBM is really all in on blockchain. We take a look at sort of the history of blockchain ledger technologies. It started out with bitcoin, Ethereum, and IBM evaluated these particular blockchain technologies and found they were anonymous and permissionless and that many companies were looking for permissioned blockchain," stated René Bostic, Technical VP of the IBM Cloud Unit in North America, in this SYS-CON.tv interview at 21st Cloud Expo, held Oct 31 – Nov 2, 2017, at the Santa Clara Conventi...
Gemini is Yahoo’s native and search advertising platform. To ensure the quality of a complex distributed system that spans multiple products and components and across various desktop websites and mobile app and web experiences – both Yahoo owned and operated and third-party syndication (supply), with complex interaction with more than a billion users and numerous advertisers globally (demand) – it becomes imperative to automate a set of end-to-end tests 24x7 to detect bugs and regression. In th...
Widespread fragmentation is stalling the growth of the IIoT and making it difficult for partners to work together. The number of software platforms, apps, hardware and connectivity standards is creating paralysis among businesses that are afraid of being locked into a solution. EdgeX Foundry is unifying the community around a common IoT edge framework and an ecosystem of interoperable components.
"MobiDev is a software development company and we do complex, custom software development for everybody from entrepreneurs to large enterprises," explained Alan Winters, U.S. Head of Business Development at MobiDev, in this SYS-CON.tv interview at 21st Cloud Expo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA.
Large industrial manufacturing organizations are adopting the agile principles of cloud software companies. The industrial manufacturing development process has not scaled over time. Now that design CAD teams are geographically distributed, centralizing their work is key. With large multi-gigabyte projects, outdated tools have stifled industrial team agility, time-to-market milestones, and impacted P&L stakeholders.
"Akvelon is a software development company and we also provide consultancy services to folks who are looking to scale or accelerate their engineering roadmaps," explained Jeremiah Mothersell, Marketing Manager at Akvelon, in this SYS-CON.tv interview at 21st Cloud Expo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA.
"Space Monkey by Vivent Smart Home is a product that is a distributed cloud-based edge storage network. Vivent Smart Home, our parent company, is a smart home provider that places a lot of hard drives across homes in North America," explained JT Olds, Director of Engineering, and Brandon Crowfeather, Product Manager, at Vivint Smart Home, in this SYS-CON.tv interview at @ThingsExpo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA.
Coca-Cola’s Google powered digital signage system lays the groundwork for a more valuable connection between Coke and its customers. Digital signs pair software with high-resolution displays so that a message can be changed instantly based on what the operator wants to communicate or sell. In their Day 3 Keynote at 21st Cloud Expo, Greg Chambers, Global Group Director, Digital Innovation, Coca-Cola, and Vidya Nagarajan, a Senior Product Manager at Google, discussed how from store operations and ...
"There's plenty of bandwidth out there but it's never in the right place. So what Cedexis does is uses data to work out the best pathways to get data from the origin to the person who wants to get it," explained Simon Jones, Evangelist and Head of Marketing at Cedexis, in this SYS-CON.tv interview at 21st Cloud Expo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA.
SYS-CON Events announced today that CrowdReviews.com has been named “Media Sponsor” of SYS-CON's 22nd International Cloud Expo, which will take place on June 5–7, 2018, at the Javits Center in New York City, NY. CrowdReviews.com is a transparent online platform for determining which products and services are the best based on the opinion of the crowd. The crowd consists of Internet users that have experienced products and services first-hand and have an interest in letting other potential buye...
SYS-CON Events announced today that Telecom Reseller has been named “Media Sponsor” of SYS-CON's 22nd International Cloud Expo, which will take place on June 5-7, 2018, at the Javits Center in New York, NY. Telecom Reseller reports on Unified Communications, UCaaS, BPaaS for enterprise and SMBs. They report extensively on both customer premises based solutions such as IP-PBX as well as cloud based and hosted platforms.
It is of utmost importance for the future success of WebRTC to ensure that interoperability is operational between web browsers and any WebRTC-compliant client. To be guaranteed as operational and effective, interoperability must be tested extensively by establishing WebRTC data and media connections between different web browsers running on different devices and operating systems. In his session at WebRTC Summit at @ThingsExpo, Dr. Alex Gouaillard, CEO and Founder of CoSMo Software, presented ...
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, introduced 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 multip...
A strange thing is happening along the way to the Internet of Things, namely far too many devices to work with and manage. It has become clear that we'll need much higher efficiency user experiences that can allow us to more easily and scalably work with the thousands of devices that will soon be in each of our lives. Enter the conversational interface revolution, combining bots we can literally talk with, gesture to, and even direct with our thoughts, with embedded artificial intelligence, whic...
SYS-CON Events announced today that Evatronix 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. Evatronix SA offers comprehensive solutions in the design and implementation of electronic systems, in CAD / CAM deployment, and also is a designer and manufacturer of advanced 3D scanners for professional applications.
Leading companies, from the Global Fortune 500 to the smallest companies, are adopting hybrid cloud as the path to business advantage. Hybrid cloud depends on cloud services and on-premises infrastructure working in unison. Successful implementations require new levels of data mobility, enabled by an automated and seamless flow across on-premises and cloud resources. In his general session at 21st Cloud Expo, Greg Tevis, an IBM Storage Software Technical Strategist and Customer Solution Architec...
To get the most out of their data, successful companies are not focusing on queries and data lakes, they are actively integrating analytics into their operations with a data-first application development approach. Real-time adjustments to improve revenues, reduce costs, or mitigate risk rely on applications that minimize latency on a variety of data sources. In his session at @BigDataExpo, Jack Norris, Senior Vice President, Data and Applications at MapR Technologies, reviewed best practices to ...
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 gr...