Click here to close now.




















Welcome!

API Journal Authors: Elizabeth White, Carmen Gonzalez, Liz McMillan, AppDynamics Blog, Vormetric Blog

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
Explosive growth in connected devices. Enormous amounts of data for collection and analysis. Critical use of data for split-second decision making and actionable information. All three are factors in making the Internet of Things a reality. Yet, any one factor would have an IT organization pondering its infrastructure strategy. How should your organization enhance its IT framework to enable an Internet of Things implementation? In his session at @ThingsExpo, James Kirkland, Red Hat's Chief Architect for the Internet of Things and Intelligent Systems, described how to revolutionize your archit...
For IoT to grow as quickly as analyst firms’ project, a lot is going to fall on developers to quickly bring applications to market. But the lack of a standard development platform threatens to slow growth and make application development more time consuming and costly, much like we’ve seen in the mobile space. In his session at @ThingsExpo, Mike Weiner, Product Manager of the Omega DevCloud with KORE Telematics Inc., discussed the evolving requirements for developers as IoT matures and conducted a live demonstration of how quickly application development can happen when the need to comply wit...
SYS-CON Events announced today that HPM Networks will exhibit at the 17th International Cloud Expo®, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. For 20 years, HPM Networks has been integrating technology solutions that solve complex business challenges. HPM Networks has designed solutions for both SMB and enterprise customers throughout the San Francisco Bay Area.
MuleSoft has announced the findings of its 2015 Connectivity Benchmark Report on the adoption and business impact of APIs. The findings suggest traditional businesses are quickly evolving into "composable enterprises" built out of hundreds of connected software services, applications and devices. Most are embracing the Internet of Things (IoT) and microservices technologies like Docker. A majority are integrating wearables, like smart watches, and more than half plan to generate revenue with APIs within the next year.
The Internet of Everything (IoE) brings together people, process, data and things to make networked connections more relevant and valuable than ever before – transforming information into knowledge and knowledge into wisdom. IoE creates new capabilities, richer experiences, and unprecedented opportunities to improve business and government operations, decision making and mission support capabilities.
Growth hacking is common for startups to make unheard-of progress in building their business. Career Hacks can help Geek Girls and those who support them (yes, that's you too, Dad!) to excel in this typically male-dominated world. Get ready to learn the facts: Is there a bias against women in the tech / developer communities? Why are women 50% of the workforce, but hold only 24% of the STEM or IT positions? Some beginnings of what to do about it! In her Opening Keynote at 16th Cloud Expo, Sandy Carter, IBM General Manager Cloud Ecosystem and Developers, and a Social Business Evangelist, d...
In his keynote at 16th Cloud Expo, Rodney Rogers, CEO of Virtustream, discussed the evolution of the company from inception to its recent acquisition by EMC – including personal insights, lessons learned (and some WTF moments) along the way. Learn how Virtustream’s unique approach of combining the economics and elasticity of the consumer cloud model with proper performance, application automation and security into a platform became a breakout success with enterprise customers and a natural fit for the EMC Federation.
The Internet of Things is not only adding billions of sensors and billions of terabytes to the Internet. It is also forcing a fundamental change in the way we envision Information Technology. For the first time, more data is being created by devices at the edge of the Internet rather than from centralized systems. What does this mean for today's IT professional? In this Power Panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists addressed this very serious issue of profound change in the industry.
Discussions about cloud computing are evolving into discussions about enterprise IT in general. As enterprises increasingly migrate toward their own unique clouds, new issues such as the use of containers and microservices emerge to keep things interesting. In this Power Panel at 16th Cloud Expo, moderated by Conference Chair Roger Strukhoff, panelists addressed the state of cloud computing today, and what enterprise IT professionals need to know about how the latest topics and trends affect their organization.
It is one thing to build single industrial IoT applications, but what will it take to build the Smart Cities and truly society-changing applications of the future? The technology won’t be the problem, it will be the number of parties that need to work together and be aligned in their motivation to succeed. In his session at @ThingsExpo, Jason Mondanaro, Director, Product Management at Metanga, discussed how you can plan to cooperate, partner, and form lasting all-star teams to change the world and it starts with business models and monetization strategies.
Converging digital disruptions is creating a major sea change - Cisco calls this the Internet of Everything (IoE). IoE is the network connection of People, Process, Data and Things, fueled by Cloud, Mobile, Social, Analytics and Security, and it represents a $19Trillion value-at-stake over the next 10 years. In her keynote at @ThingsExpo, Manjula Talreja, VP of Cisco Consulting Services, discussed IoE and the enormous opportunities it provides to public and private firms alike. She will share what businesses must do to thrive in the IoE economy, citing examples from several industry sectors.
There will be 150 billion connected devices by 2020. New digital businesses have already disrupted value chains across every industry. APIs are at the center of the digital business. You need to understand what assets you have that can be exposed digitally, what their digital value chain is, and how to create an effective business model around that value chain to compete in this economy. No enterprise can be complacent and not engage in the digital economy. Learn how to be the disruptor and not the disruptee.
Akana has released Envision, an enhanced API analytics platform that helps enterprises mine critical insights across their digital eco-systems, understand their customers and partners and offer value-added personalized services. “In today’s digital economy, data-driven insights are proving to be a key differentiator for businesses. Understanding the data that is being tunneled through their APIs and how it can be used to optimize their business and operations is of paramount importance,” said Alistair Farquharson, CTO of Akana.
Business as usual for IT is evolving into a "Make or Buy" decision on a service-by-service conversation with input from the LOBs. How does your organization move forward with cloud? In his general session at 16th Cloud Expo, Paul Maravei, Regional Sales Manager, Hybrid Cloud and Managed Services at Cisco, discusses how Cisco and its partners offer a market-leading portfolio and ecosystem of cloud infrastructure and application services that allow you to uniquely and securely combine cloud business applications and services across multiple cloud delivery models.
The enterprise market will drive IoT device adoption over the next five years. In his session at @ThingsExpo, John Greenough, an analyst at BI Intelligence, division of Business Insider, analyzed how companies will adopt IoT products and the associated cost of adopting those products. John Greenough is the lead analyst covering the Internet of Things for BI Intelligence- Business Insider’s paid research service. Numerous IoT companies have cited his analysis of the IoT. Prior to joining BI Intelligence, he worked analyzing bank technology for Corporate Insight and The Clearing House Payment...
"Optimal Design is a technology integration and product development firm that specializes in connecting devices to the cloud," stated Joe Wascow, Co-Founder & CMO of Optimal Design, in this SYS-CON.tv interview at @ThingsExpo, held June 9-11, 2015, at the Javits Center in New York City.
SYS-CON Events announced today that CommVault has been named “Bronze Sponsor” of SYS-CON's 17th International Cloud Expo®, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. A singular vision – a belief in a better way to address current and future data management needs – guides CommVault in the development of Singular Information Management® solutions for high-performance data protection, universal availability and simplified management of data on complex storage networks. CommVault's exclusive single-platform architecture gives companies unp...
Electric Cloud and Arynga have announced a product integration partnership that will bring Continuous Delivery solutions to the automotive Internet-of-Things (IoT) market. The joint solution will help automotive manufacturers, OEMs and system integrators adopt DevOps automation and Continuous Delivery practices that reduce software build and release cycle times within the complex and specific parameters of embedded and IoT software systems.
"ciqada is a combined platform of hardware modules and server products that lets people take their existing devices or new devices and lets them be accessible over the Internet for their users," noted Geoff Engelstein of ciqada, a division of Mars International, in this SYS-CON.tv interview at @ThingsExpo, held June 9-11, 2015, at the Javits Center in New York City.
Internet of Things is moving from being a hype to a reality. Experts estimate that internet connected cars will grow to 152 million, while over 100 million internet connected wireless light bulbs and lamps will be operational by 2020. These and many other intriguing statistics highlight the importance of Internet powered devices and how market penetration is going to multiply many times over in the next few years.