Click here to close now.

Welcome!

CloudExpo® Blog Authors: Liz McMillan, Pat Romanski, Elizabeth White, Lori MacVittie, Roger Strukhoff

Related Topics: CloudExpo® Blog

CloudExpo® Blog: 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.


@CloudExpo Stories
In this scenarios approach Joe Thykattil, Technology Architect & Sales at TimeWarner / Navisite, presented examples that will allow business-savvy professionals to make informed decisions based on a sound business model. This model covered the technology options in detail as well as a financial analysis. The TCO (Total Cost of Ownership) and ROI (Return on Investment) demonstrated how to start, develop and formulate a business case that will allow both small and large scale projects to achieve...
Cloud Foundry open Platform as a Service makes it easy to operate, scale and deploy application for your dedicated cloud environments. It enables developers and operators to be significantly more agile, writing great applications and deliver them in days instead of months. Cloud Foundry takes care of all the infrastructure and network plumbing that you need to build, run and operate your applications and can do this while patching and updating systems and services without any downtime.
Are your Big Data initiatives resulting in Big Impact or Big Mess? In her session at Big Data Expo, Penelope Everall Gordon, Emerging Technology Strategist at 1Plug Corporation, shared her successes in improving Big Decision outcomes by building stories compelling to the target audience – and her failures when she lost sight of the plotline, distracted by the glitter of technology and the lure of buried insights. The cast of characters includes the agency head [city official? elected official?...
Building low-cost wearable devices can enhance the quality of our lives. In his session at Internet of @ThingsExpo, Sai Yamanoor, Embedded Software Engineer at Altschool, provided an example of putting together a small keychain within a $50 budget that educates the user about the air quality in their surroundings. He also provided examples such as building a wearable device that provides transit or recreational information. He then reviewed the resources available to build wearable devices at ...
After a couple of false starts, cloud-based desktop solutions are picking up steam, driven by trends such as BYOD and pervasive high-speed connectivity. In his session at 15th Cloud Expo, Seth Bostock, CEO of IndependenceIT, cut through the hype and the acronyms, and discussed the emergence of full-featured cloud workspaces that do for the desktop what cloud infrastructure did for the server. He also discussed VDI vs DaaS, implementation strategies and evaluation criteria.
The emergence of cloud computing and Big Data warrants a greater role for the PMO to successfully manage enterprise transformation driven by these powerful trends. As the adoption of cloud-based services continues to grow, a governance model is needed to orchestrate enterprise cloud implementations and harness the power of Big Data analytics. In his session at Cloud Expo, Mahesh Singh, President of BigData, Inc., discussed how the Enterprise PMO takes center stage not only in developing the app...
How do APIs and IoT relate? The answer is not as simple as merely adding an API on top of a dumb device, but rather about understanding the architectural patterns for implementing an IoT fabric. There are typically two or three trends: Exposing the device to a management framework Exposing that management framework to a business centric logic Exposing that business layer and data to end users. This last trend is the IoT stack, which involves a new shift in the separation of what stuff happe...
We certainly live in interesting technological times. And no more interesting than the current competing IoT standards for connectivity. Various standards bodies, approaches, and ecosystems are vying for mindshare and positioning for a competitive edge. It is clear that when the dust settles, we will have new protocols, evolved protocols, that will change the way we interact with devices and infrastructure. We will also have evolved web protocols, like HTTP/2, that will be changing the very core...
Connected devices and the Internet of Things are getting significant momentum in 2014. In his session at Internet of @ThingsExpo, Jim Hunter, Chief Scientist & Technology Evangelist at Greenwave Systems, examined three key elements that together will drive mass adoption of the IoT before the end of 2015. The first element is the recent advent of robust open source protocols (like AllJoyn and WebRTC) that facilitate M2M communication. The second is broad availability of flexible, cost-effective ...
Collecting data in the field and configuring multitudes of unique devices is a time-consuming, labor-intensive process that can stretch IT resources. Horan & Bird [H&B], Australia’s fifth-largest Solar Panel Installer, wanted to automate sensor data collection and monitoring from its solar panels and integrate the data with its business and marketing systems. After data was collected and structured, two major areas needed to be addressed: improving developer workflows and extending access to a b...
When an enterprise builds a hybrid IaaS cloud connecting its data center to one or more public clouds, security is often a major topic along with the other challenges involved. Security is closely intertwined with the networking choices made for the hybrid cloud. Traditional networking approaches for building a hybrid cloud try to kludge together the enterprise infrastructure with the public cloud. Consequently this approach requires risky, deep "surgery" including changes to firewalls, subnets...
Containers Expo Blog covers the world of containers, as this lightweight alternative to virtual machines enables developers to work with identical dev environments and stacks. Containers Expo Blog offers top articles, news stories, and blog posts from the world's well-known experts and guarantees better exposure for its authors than any other publication. Bookmark Containers Expo Blog ▸ Here Follow new article posts on Twitter at @ContainersExpo
There is little doubt that Big Data solutions will have an increasing role in the Enterprise IT mainstream over time. 8th International Big Data Expo, co-located with 17th International Cloud Expo - to be held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA - has announced its Call for Papers is open. As advanced data storage, access and analytics technologies aimed at handling high-volume and/or fast moving data all move center stage, aided by the cloud computing bo...
The 5th International DevOps Summit, co-located with 17th International Cloud Expo – being held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA – announces that its Call for Papers is open. Born out of proven success in agile development, cloud computing, and process automation, DevOps is a macro trend you cannot afford to miss. From showcase success stories from early adopters and web-scale businesses, DevOps is expanding to organizations of all sizes, including the...
You use an agile process; your goal is to make your organization more agile. But what about your data infrastructure? The truth is, today's databases are anything but agile - they are effectively static repositories that are cumbersome to work with, difficult to change, and cannot keep pace with application demands. Performance suffers as a result, and it takes far longer than it should to deliver new features and capabilities needed to make your organization competitive. As your application an...
Move from reactive to proactive cloud management in a heterogeneous cloud infrastructure. In his session at 16th Cloud Expo, Manoj Khabe, Innovative Solution-Focused Transformation Leader at Vicom Computer Services, Inc., will show how to replace a help desk-centric approach with an ITIL-based service model and service-centric CMDB that’s tightly integrated with an event and incident management platform. Learn how to expand the scope of operations management to service management. He will al...
Over the years, a variety of methodologies have emerged in order to overcome the challenges related to project constraints. The successful use of each methodology seems highly context-dependent. However, communication seems to be the common denominator of the many challenges that project management methodologies intend to resolve. In this respect, Information and Communication Technologies (ICTs) can be viewed as powerful tools for managing projects. Few research papers have focused on the way...
As the world moves from DevOps to NoOps, application deployment to the cloud ought to become a lot simpler. However, applications have been architected with a much tighter coupling than it needs to be which makes deployment in different environments and migration between them harder. The microservices architecture, which is the basis of many new age distributed systems such as OpenStack, Netflix and so on is at the heart of CloudFoundry – a complete developer-oriented Platform as a Service (PaaS...
The Industrial Internet revolution is now underway, enabled by connected machines and billions of devices that communicate and collaborate. The massive amounts of Big Data requiring real-time analysis is flooding legacy IT systems and giving way to cloud environments that can handle the unpredictable workloads. Yet many barriers remain until we can fully realize the opportunities and benefits from the convergence of machines and devices with Big Data and the cloud, including interoperability, ...
High-performing enterprise Software Quality Assurance (SQA) teams validate systems that are ready for use - getting most actively involved as components integrate and form complete systems. These teams catch and report on defects, making sure the customer gets the best software possible. SQA teams have leveraged automation and virtualization to execute more thorough testing in less time - bringing Dev and Ops together, ensuring production readiness. Does the emergence of DevOps mean the end of E...