Welcome!

Cognitive Computing Authors: William Schmarzo, Elizabeth White, Yeshim Deniz, Pat Romanski, Ray Parker

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
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...
BnkToTheFuture.com is the largest online investment platform for investing in FinTech, Bitcoin and Blockchain companies. We believe the future of finance looks very different from the past and we aim to invest and provide trading opportunities for qualifying investors that want to build a portfolio in the sector in compliance with international financial regulations.
Imagine if you will, a retail floor so densely packed with sensors that they can pick up the movements of insects scurrying across a store aisle. Or a component of a piece of factory equipment so well-instrumented that its digital twin provides resolution down to the micrometer.
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 settle...
Product connectivity goes hand and hand these days with increased use of personal data. New IoT devices are becoming more personalized than ever before. In his session at 22nd Cloud Expo | DXWorld Expo, Nicolas Fierro, CEO of MIMIR Blockchain Solutions, will discuss how in order to protect your data and privacy, IoT applications need to embrace Blockchain technology for a new level of product security never before seen - or needed.
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...
Nordstrom is transforming the way that they do business and the cloud is the key to enabling speed and hyper personalized customer experiences. In his session at 21st Cloud Expo, Ken Schow, VP of Engineering at Nordstrom, discussed some of the key learnings and common pitfalls of large enterprises moving to the cloud. This includes strategies around choosing a cloud provider(s), architecture, and lessons learned. In addition, he covered some of the best practices for structured team migration an...
No hype cycles or predictions of a gazillion things here. IoT is here. You get it. You know your business and have great ideas for a business transformation strategy. What comes next? Time to make it happen. In his session at @ThingsExpo, Jay Mason, an Associate Partner of Analytics, IoT & Cybersecurity at M&S Consulting, presented a step-by-step plan to develop your technology implementation strategy. He also discussed the evaluation of communication standards and IoT messaging protocols, data...
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 ...
In his session at 21st Cloud Expo, Raju Shreewastava, founder of Big Data Trunk, provided a fun and simple way to introduce Machine Leaning to anyone and everyone. He solved a machine learning problem and demonstrated an easy way to be able to do machine learning without even coding. Raju Shreewastava is the founder of Big Data Trunk (www.BigDataTrunk.com), a Big Data Training and consulting firm with offices in the United States. He previously led the data warehouse/business intelligence and B...
"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...
When shopping for a new data processing platform for IoT solutions, many development teams want to be able to test-drive options before making a choice. Yet when evaluating an IoT solution, it’s simply not feasible to do so at scale with physical devices. Building a sensor simulator is the next best choice; however, generating a realistic simulation at very high TPS with ease of configurability is a formidable challenge. When dealing with multiple application or transport protocols, you would be...
Smart cities have the potential to change our lives at so many levels for citizens: less pollution, reduced parking obstacles, better health, education and more energy savings. Real-time data streaming and the Internet of Things (IoT) possess the power to turn this vision into a reality. However, most organizations today are building their data infrastructure to focus solely on addressing immediate business needs vs. a platform capable of quickly adapting emerging technologies to address future ...
We are given a desktop platform with Java 8 or Java 9 installed and seek to find a way to deploy high-performance Java applications that use Java 3D and/or Jogl without having to run an installer. We are subject to the constraint that the applications be signed and deployed so that they can be run in a trusted environment (i.e., outside of the sandbox). Further, we seek to do this in a way that does not depend on bundling a JRE with our applications, as this makes downloads and installations rat...
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.
DX World EXPO, LLC, a Lighthouse Point, Florida-based startup trade show producer and the creator of "DXWorldEXPO® - Digital Transformation Conference & Expo" has announced its executive management team. The team is headed by Levent Selamoglu, who has been named CEO. "Now is the time for a truly global DX event, to bring together the leading minds from the technology world in a conversation about Digital Transformation," he said in making the announcement.
In this strange new world where more and more power is drawn from business technology, companies are effectively straddling two paths on the road to innovation and transformation into digital enterprises. The first path is the heritage trail – with “legacy” technology forming the background. Here, extant technologies are transformed by core IT teams to provide more API-driven approaches. Legacy systems can restrict companies that are transitioning into digital enterprises. To truly become a lead...
Digital Transformation (DX) is not a "one-size-fits all" strategy. Each organization needs to develop its own unique, long-term DX plan. It must do so by realizing that we now live in a data-driven age, and that technologies such as Cloud Computing, Big Data, the IoT, Cognitive Computing, and Blockchain are only tools. In her general session at 21st Cloud Expo, Rebecca Wanta explained how the strategy must focus on DX and include a commitment from top management to create great IT jobs, monitor ...
"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...
The IoT Will Grow: In what might be the most obvious prediction of the decade, the IoT will continue to expand next year, with more and more devices coming online every single day. What isn’t so obvious about this prediction: where that growth will occur. The retail, healthcare, and industrial/supply chain industries will likely see the greatest growth. Forrester Research has predicted the IoT will become “the backbone” of customer value as it continues to grow. It is no surprise that retail is ...