Welcome!

Agile Computing Authors: AppNeta Blog, Liz McMillan, Jonathan Fries, Elizabeth White, Craig Lowell

Related Topics: @CloudExpo

@CloudExpo: Article

How Enterprise Big Data Will Affect Organizations in 2012

RainStor's predictions focus on how enterprise Big Data will affect organizations in 2012

As the new year begins, global companies face the coming year's most prominent IT and business challenge: Big Data.

The focus for IT will be to provide high performance analytics capabilities at the lowest cost, as business users need to tap into volumes of multi-structured data about their customers and markets to gain competitive advantage.

RainStor, a provider of Big Data management software, has released five predictions focused on how enterprise Big Data will affect organizations in 2012. Based on client and partner experience, market research and conversations with industry experts, here are RainStor's five predictions for Big Data in 2012:

Prediction #1: Big Data will Transition from Technology "Buzz" to a Real Business Challenge Affecting Many Large Global Enterprises
Big Data is largely centered on leveraging the open source Apache Hadoop analytics platform and the growing ecosystem of other vendor solutions surrounding this innovative data management technology. According to 451 Research, between 2008 and the end of 2010, $95.8m had been invested in the various Apache Hadoop- and NoSQL-related vendors. That figure now stands at more than $350.8m, up 266 percent(1).

Organizations that focus on solving the enterprise Big Data problem will advance further during 2012. Leading Hadoop distributors like Cloudera have succeeded because of their enterprise-ready management features, skilled professional services, training and support. As companies in banking, financial services and communications sectors roll out Hadoop projects to meet new business demands and implementations reach multi-terabyte scale, IT executives will have to address the operational costs of running Hadoop and how it ultimately impacts the budget and the top line. Hadoop, while open source, still requires skilled resources, other supporting proprietary technologies and a multitude of servers.

Prediction #2: In Key Industries, Machine-Generated Data Growth Will Outpace Social Media and other Human-Generated Data Sources
In 2012, Big Data will become a real business issue debated at the executive and board room level and will move beyond the focus of social media data sources and customer sentiment data. For specific industries, machine-generated data will exceed that created by social networks such as Facebook and Twitter.

The industries impacted most by Big Data growth will be communications, financial services and utilities/smart grids -- sectors governed by external regulators. These industries must not only keep detailed data online for specific timeframes, but also provide data scientists ongoing access to months and years of detailed data to develop better algorithms and conduct predictive analytics.

Prediction #3: Hadoop Big Data Analytics Capabilities will Converge with Traditional Data Warehouses
As the Hadoop ecosystem expands and adoption takes off, end users will realize business value from analysis that was previously executed in a traditional data warehouse. The combination of a warehouse's structured data analysis and Hadoop's multi-structured data analysis will give enterprises greater flexibility and higher productivity at a lower cost. We have already witnessed data warehouse providers investing in Hadoop related technologies such as Teradata's acquisition of Aster Data. Over time we will see more standardization within the Hadoop ecosystem to better meet enterprise expectations for resilience, security and high performance analytics.

Prediction #4: IT Developers will Require a Wider Range of Skills and New Tools to Manage Big Data Environments
As Big Data projects are rolled out using a mix of new Hadoop capabilities in combination with existing data management environments, IT will inevitably need more dedicated training on MapReduce skills. Additionally, IT resources will have an increased desire to use standard SQL in conjunction with MapReduce to improve productivity levels and maintain operational costs, which will be the ultimate goal of most IT organizations in 2012.

Prediction #5: As Big Data Becomes the Enterprise Focus, In-Memory Database Capabilities will Rise in Popularity
As compute and processing power becomes more sophisticated, in-memory will experience resurgence in popularity directly related to Big Data. This trend is already supported by SAP, with the introduction of HANA, an in-memory data analytics platform handling massive amounts of data up to 3,600 times faster for instant business insights. Innovation from both large vendors and technology start-ups will help to revitalize in-memory databases and data warehouses in the coming year.

(1) The 451 Group, November 14, 2011. 'Big Money for Big Data' by Matt Aslett

More Stories By Liz McMillan

News Desk compiles and publishes breaking news stories, press releases and latest news articles as they happen.

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
"ReadyTalk is an audio and web video conferencing provider. We've really come to embrace WebRTC as the platform for our future of technology," explained Dan Cunningham, CTO of ReadyTalk, in this SYS-CON.tv interview at WebRTC Summit at 19th Cloud Expo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
We are always online. We access our data, our finances, work, and various services on the Internet. But we live in a congested world of information in which the roads were built two decades ago. The quest for better, faster Internet routing has been around for a decade, but nobody solved this problem. We’ve seen band-aid approaches like CDNs that attack a niche's slice of static content part of the Internet, but that’s it. It does not address the dynamic services-based Internet of today. It does...
In his keynote at 18th Cloud Expo, Andrew Keys, Co-Founder of ConsenSys Enterprise, provided an overview of the evolution of the Internet and the Database and the future of their combination – the Blockchain. Andrew Keys is Co-Founder of ConsenSys Enterprise. He comes to ConsenSys Enterprise with capital markets, technology and entrepreneurial experience. Previously, he worked for UBS investment bank in equities analysis. Later, he was responsible for the creation and distribution of life sett...
The WebRTC Summit New York, to be held June 6-8, 2017, at the Javits Center in New York City, NY, announces that its Call for Papers is now open. Topics include all aspects of improving IT delivery by eliminating waste through automated business models leveraging cloud technologies. WebRTC Summit is co-located with 20th International Cloud Expo and @ThingsExpo. WebRTC is the future of browser-to-browser communications, and continues to make inroads into the traditional, difficult, plug-in web ...
20th Cloud Expo, taking place June 6-8, 2017, at the Javits Center in New York City, NY, 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.
WebRTC is the future of browser-to-browser communications, and continues to make inroads into the traditional, difficult, plug-in web communications world. The 6th WebRTC Summit continues our tradition of delivering the latest and greatest presentations within the world of WebRTC. Topics include voice calling, video chat, P2P file sharing, and use cases that have already leveraged the power and convenience of WebRTC.
"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.
The Internet of Things (IoT) promises to simplify and streamline our lives by automating routine tasks that distract us from our goals. This promise is based on the ubiquitous deployment of smart, connected devices that link everything from industrial control systems to automobiles to refrigerators. Unfortunately, comparatively few of the devices currently deployed have been developed with an eye toward security, and as the DDoS attacks of late October 2016 have demonstrated, this oversight can ...
Fact is, enterprises have significant legacy voice infrastructure that’s costly to replace with pure IP solutions. How can we bring this analog infrastructure into our shiny new cloud applications? There are proven methods to bind both legacy voice applications and traditional PSTN audio into cloud-based applications and services at a carrier scale. Some of the most successful implementations leverage WebRTC, WebSockets, SIP and other open source technologies. In his session at @ThingsExpo, Da...
Internet-of-Things discussions can end up either going down the consumer gadget rabbit hole or focused on the sort of data logging that industrial manufacturers have been doing forever. However, in fact, companies today are already using IoT data both to optimize their operational technology and to improve the experience of customer interactions in novel ways. In his session at @ThingsExpo, Gordon Haff, Red Hat Technology Evangelist, will share examples from a wide range of industries – includin...
Unless your company can spend a lot of money on new technology, re-engineering your environment and hiring a comprehensive cybersecurity team, you will most likely move to the cloud or seek external service partnerships. In his session at 18th Cloud Expo, Darren Guccione, CEO of Keeper Security, revealed what you need to know when it comes to encryption in the cloud.
We're entering the post-smartphone era, where wearable gadgets from watches and fitness bands to glasses and health aids will power the next technological revolution. With mass adoption of wearable devices comes a new data ecosystem that must be protected. Wearables open new pathways that facilitate the tracking, sharing and storing of consumers’ personal health, location and daily activity data. Consumers have some idea of the data these devices capture, but most don’t realize how revealing and...
"We build IoT infrastructure products - when you have to integrate different devices, different systems and cloud you have to build an application to do that but we eliminate the need to build an application. Our products can integrate any device, any system, any cloud regardless of protocol," explained Peter Jung, Chief Product Officer at Pulzze Systems, in this SYS-CON.tv interview at @ThingsExpo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
In his general session at 19th Cloud Expo, Manish Dixit, VP of Product and Engineering at Dice, discussed 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 at D...
Data is the fuel that drives the machine learning algorithmic engines and ultimately provides the business value. In his session at 20th Cloud Expo, Ed Featherston, director/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.
In addition to all the benefits, IoT is also bringing new kind of customer experience challenges - cars that unlock themselves, thermostats turning houses into saunas and baby video monitors broadcasting over the internet. This list can only increase because while IoT services should be intuitive and simple to use, the delivery ecosystem is a myriad of potential problems as IoT explodes complexity. So finding a performance issue is like finding the proverbial needle in the haystack.
According to Forrester Research, every business will become either a digital predator or digital prey by 2020. To avoid demise, organizations must rapidly create new sources of value in their end-to-end customer experiences. True digital predators also must break down information and process silos and extend digital transformation initiatives to empower employees with the digital resources needed to win, serve, and retain customers.
"Once customers get a year into their IoT deployments, they start to realize that they may have been shortsighted in the ways they built out their deployment and the key thing I see a lot of people looking at is - how can I take equipment data, pull it back in an IoT solution and show it in a dashboard," stated Dave McCarthy, Director of Products at Bsquare Corporation, in this SYS-CON.tv interview at @ThingsExpo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
Today we can collect lots and lots of performance data. We build beautiful dashboards and even have fancy query languages to access and transform the data. Still performance data is a secret language only a couple of people understand. The more business becomes digital the more stakeholders are interested in this data including how it relates to business. Some of these people have never used a monitoring tool before. They have a question on their mind like “How is my application doing” but no id...
@GonzalezCarmen has been ranked the Number One Influencer and @ThingsExpo has been named the Number One Brand in the “M2M 2016: Top 100 Influencers and Brands” by Onalytica. Onalytica analyzed tweets over the last 6 months mentioning the keywords M2M OR “Machine to Machine.” They then identified the top 100 most influential brands and individuals leading the discussion on Twitter.