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Data Modeling

Data Modeling and Database Design and Development – including popular approaches such as Agile and Waterfall design - provide the basis for the Visualization, and Management of, Business Data in support of initiatives such a Big Data Analytics, Business Intelligence, Data Governance, Data Security, and other enterprise-wide data-driven objectives.



Data Modeling Articles

Oracle has introduced a new Big Data Preparation Cloud Service. Despite the increasing talk about the need for companies to become "data-driven," and the perception that people who work with business data spend most of their time on analytics, Oracle contends that in reality many organizations devote much more time and effort on importing, profiling, cleansing, repairing, standardizing, and enriching their data.

Posted February 04, 2016

Data constraint - which hinders the ability to easily provision parity data from production data sources for use in development environments, QA, UAT (user acceptance testing), and integration testing - can lead to complications in application development such as insufficient resources, bad quality data which leads to bugs, and slow environment builds.

Posted February 01, 2016

Data Summit, a comprehensive educational experience designed to guide attendees through the key issues in data management and analysis, is coming to the New York Hilton Midtown. Data Summit also features two co-located events: Hadoop Day and Virtualization Day. In addition, the IOUG will participate in Data Summit again this year presenting a track focused on big data in the cloud and the evolution of the data warehouse.

Posted January 26, 2016

Datical, a provider of agile database automation solutions founded in 2012, has added $8 million in Series B funding, led by S3 Ventures with participation from existing investors Mercury Fund and Austin Ventures. According to the vendor, automation at every level is a key element of DevOps, but the database is often overlooked or becomes an afterthought when companies adopt this modern approach to software delivery.

Posted January 26, 2016

Embarcadero Technologies, provider of database lifecycle management solutions, is enhancing its ER/Studio platform, focusing on better collaboration and communication within enterprises.

Posted January 25, 2016

Join IT practitioners and business stakeholders alike for the third annual Data Summit conference at the New York Hilton, May 9-11, 2016. Discounted pricing is available for a limited time.

Posted January 08, 2016

MicroStrategy is releasing an updated version of its analytics platform that will make it easier than ever to build apps and dashboards, offer speedy deployment, and improve governance.

Posted January 07, 2016

Data modelers must look at the big picture of an organization's data ecosystem to ensure additions and changes fit in properly. Simultaneously, each data modeler must be focused on the minute details, adhering to naming standards, domain rules, data type practices, still remaining ever vigilant for instilling consistency across everything they do. And while focused on all of the above, their efforts must culminate in a practical model that serves the individual project's requirements while also being implementable, maintainable, and extensible.

Posted January 07, 2016

Traditionally, the cardinal rule has been to model data first and load it later. But with new technologies and repositories such as Hadoop, NoSQL, and data lakes, and big data itself, the rule is being flipped to load first and model later. And, with SQL remaining an effective and widely embraced query language, companies have to balance working with traditional methods against the need for some of the newer methods as well.

Posted January 06, 2016

In 2015, big data, mobility, IoT, expanding requirements for security and real-time analytics and the introduction of the Cognitive Era continued to place greater pressure on IT organizations. Linux and open source technologies are at the center of many of the most innovative software and hardware solutions that are addressing emerging enterprise requirements. Here's a look back at some of the most significant announcements in Linux and open source technology of 2015.

Posted December 16, 2015

Looking ahead to 2016 David Jonker, senior director of big data at SAP, offered six key business and technology trends that will take the market by storm, including a continued interest in in-memory processing, enablement of real-time data and analytics, and an increased focus on advanced analytics and machine learning.

Posted December 16, 2015

It is often said that the only constant is change. For data executives and professionals, the coming year will only bring a lot more of it. Developments as diverse as cloud, big data, real time, NoSQL, analytics, and the Internet of Things (IoT) will continue to reshape enterprise data operations and opportunities as we know them. Here are 16 trends that will shape the enterprise data landscape in 2016.

Posted December 16, 2015

What's ahead for 2016 in terms of cloud, IoT, big data, analytics, and open source technologies? IT executives gaze into their crystal balls, and weigh in on the upcoming challenges and opportunities ahead in the next year - and beyond.

Posted December 16, 2015

Our data models, in reflecting a specific business, must accurately portray the essence of each business. The unique reality within each organization drives the shape of every data model. The logical meaning of each data element originates with what is actually done and how it is accomplished within that particular organization.

Posted December 02, 2015

As 2015 draws to a close it's time to look back on the year's big changes in data management and reflect on some of the most insightful observations by leading data experts. Here, Big Data Quarterly presents a round-up of thought-provoking articles that explore some of the key advances of 2015, how organizations are harnessing what big data has to offer, and the challenges they face as they seek to compete on analytics.

Posted December 02, 2015

With increased demand for mass customization and personalization, the emergence of Web 2.0, and one-to-one marketing, and the need for better risk management and timely fraud detection, the pressure is on for organizations to improve their ability to extract, understand, and exploit analytical patterns of customer behavior and strategic intelligence.

Posted November 12, 2015

Many neophyte data modelers have trouble distinguishing between logical and physical data models. These novices likely cannot explain why each model exists, or the differences expressed between them. Sadly, such confusion also exists in the realm of the experienced data modeler. Not to say an experienced data modeler can't express the difference between a logical and a physical data model; but across a group of experienced data modelers one would not get a consistent answer.

Posted November 09, 2015

Organizations are getting squeezed, said Mark Hurd, Oracle CEO, in his Monday morning keynote at Oracle OpenWorld 2015. They have old infrastructure; there is the need for innovation but also great pressure to do things such as increase security and adhere to governance mandates which are not innovative; and also pressure to keep costs flat, without increasing IT costs. "This is why the cloud is such a big deal," said Hurd, sharing his list of top 5 predictions for 2025.

Posted November 04, 2015

The Agile methodology is great for getting turgid development teams to start working faster and more coherently. With Agile, which focuses on more rapid, incremental deliverables and cross-departmental collaboration, the bureaucratic plaque is flushed from the information technology groups' arteries. But there is a dark side to Agile approaches.

Posted October 21, 2015

In what is being hailed as the biggest tech merger ever, Dell Inc. and EMC Corp. today formally announced they have signed a definitive agreement under which Dell will acquire EMC. The total transaction is valued at $67 billion. The deal is expected to close in the second or third quarter of Dell's fiscal year which ends February 3, 2017 (within the months of May to October 2016). The industry is going through a "tremendous transformation," with the old style of IT being "pretty quickly disrupted" yet this rapid change is also presenting "incredibly rich" opportunities, said Joe Tucci, chairman and chief executive officer of EMC, during a conference call with media and industry analysts.

Posted October 12, 2015

Compuware Corporation, a mainframe software company, delivered its fourth major release of Topaz—a solution suite intended to help enterprise customers to tap the potential business value of their IBM z Systems. The latest release features Topaz Runtime Visualizer (Topaz RV), which provides visibility into the often-complex interactions between mainframe programs. This visibility helps developers understand, modify and troubleshoot older or poorly documented mainframe code.

Posted October 12, 2015

Looker, which provides a data discovery and analytics platform, has announced a new offering. According to the vendor, Looker Blocks, which are reusable and customizable, are apps that are components of business logic, such as churn prediction or lifetime value metrics, that can be put together and customized to address data needs company-wide as well as any industry-specific requirements.

Posted September 22, 2015

Embarcadero Technologies, a provider of software solutions for application and database development, has unveiled the Embarcadero RAD Solution Pack, a collection of VCL and FMX tools and components aimed at enhancing applications and boosting productivity for developers using RAD Studio, Delphi, and C++Builder. The RAD Solution Pack delivers charting, reporting, grids, UI controls, debugging, analytics, Internet of Things (IoT) components and tools in a single solution.

Posted September 18, 2015

Data modelers face a choice when encountering multiple variations of a data item. Designers must focus on the longer term appropriateness of their decisions when choosing how their designs will play out; and going vertical or horizontal does have an impact over time.

Posted September 09, 2015

It's no secret that the world of information technology is changing fast. Data is being created in ways not possible a few years ago. It is now feasible to collect and analyze data from a wide range of sources, including mobile devices, machines, social media, documents, and emails. To help organizations navigate the rapidly changing big data landscape, Big Data Quarterly presents the "Big Data 50," a list of companies driving innovation.

Posted September 09, 2015

There are fundamental differences in priorities and approaches in building operational solutions and in constructing analytical supporting solutions. However, these differences can produce a gap in understanding that occasionally results in minor battles and skirmishes between these groups along the path of getting work done. A critical area of conflict is access to production data. When building an operationally focused solution such as a website, the application is supreme.

Posted September 08, 2015

Embarcadero Technologies, a provider of software solutions for cross-platform application and database development, has released its largest release of RAD Studio in a decade, "RAD Studio 10 Seattle." A primary goal of the new release is to help Embarcadero's community of three million C++ and Delphi developers easily get new and existing applications on Windows 10, plus OS X, and mobile platforms.

Posted August 31, 2015

The Independent Oracle Users Group is headed to San Francisco this October to join the Oracle technology community at Oracle OpenWorld 2015. Representing the voice of Oracle technology professionals, IOUG members will present more than 35 sessions on critical Oracle technology topics, including big data, cloud, Oracle Enterprise Manager 12c, and more. There is a lot to discuss with the Oracle database and technology community, and I am looking forward to connecting with Oracle professionals with similar interests to address challenges and solutions face-to-face.

Posted August 19, 2015

To support developers and operations professionals in their push to implement DevOps principles for their infrastructure environments, ProfitBricks, a provider of cloud infrastructure, is adding support for DevOps tools Ansible and Chef. Ansible is a platform for configuring and managing data center infrastructure that combines multi-node software deployment, ad hoc task execution, and configuration management, and is used by DevOps professionals as they use its playbooks functionality to automate cloud infrastructure. Chef, which is written in the Ruby programming language, makes it easier to manage complex infrastructure and the applications running on it.

Posted August 18, 2015

Google, whose name became synonymous with internet search, is reorganizing to maintain its innovation and competitiveness. The company is creating a new public holding company called Alphabet, with Google as well as other companies, housed within the new structure. According to Larry Page, CEO of Google, the reorganization is part of an effort to avoid getting "too comfortable," observing in a blog post that in the tech industry, "where revolutionary ideas drive the next big growth areas, you need to be a bit uncomfortable to stay relevant.

Posted August 11, 2015

Addressing the need for more big data skills training, Apache Hadoop distribution provider MapR Technologies has announced availability of a complete Apache HBase design and development curriculum on its free Hadoop On-Demand Training program.

Posted August 06, 2015

A typical organization loses 5% of its revenues to fraud each year, and in the U.S. alone the total cost of (non-health) insurance fraud is estimated at more than $40 billion per year, according to Bart Baesens, one of the authors of a new book on data science techniques for fraud detection. While opportunities for fraud are continuously evolving, fraud detection always has the biggest impact if it is done quickly. Fortunately, says Baesens, big data analytics can help to make early fraud detection possible.

Posted August 05, 2015

Following up on the April 2014 announcement of Solaris 11.2, a modern cloud platform including a full OpenStack distribution, Oracle now plans to integrate Docker into Oracle Solaris.

Posted August 05, 2015

Connect with Quest at Oracle OpenWorld, Oct. 25-29, 2015, and learn more about how you could get the answers and solutions you need to solve ERP challenges facing your business. At OpenWorld, you will have many opportunities to connect with the Quest team; from breakout sessions to SIG meetings to various networking opportunities, you'll be able to discover how Quest members leverage the community to achieve a higher satisfaction with their ERP.

Posted August 05, 2015

Each year during Oracle OpenWorld, OAUG Geos and SIGs present more than 50 sessions on Sunday. The user-led SIG sessions feature users and expert consultants sharing their firsthand knowledge and problem-solving tips and suggestions on a range of topics including EBS, Hyperion EPM, OBIEE, BI, and more. In addition, many Geos host Sunday sessions that offer attendees the opportunity to meet peers from their local community.

Posted August 05, 2015

"Big Data," "Cloud," "Mobile," "IoT," "Social," "Real Time"—the stream of buzzwords seems unending. Helping Oracle customers stay on top of the latest technologies, deal with new challenges, and make the most of emerging opportunities, each fall Oracle presents OpenWorld, an event spanning the entirety of Oracle's offerings. The conference attracts tens of thousands of influential attendees who converge in San Francisco to learn about current and future technologies and trends from Oracle and the surrounding ecosystem.

Posted August 05, 2015

The IT industry continues to expand at a brisk pace with a steady influx of innovative products and technologies to help organizations extract value from data, integrate it with new and traditional sources, as well as ensure quality and security.

Posted August 04, 2015

Serena Software, a provider of application development and delivery solutions, announced new application definition and development solutions designed to speed application delivery. These include new versions of requirements management and software change and configuration management solutions in use today: Dimensions RM version 12.3 and Dimensions CM 14.2.

Posted August 03, 2015

Embarcadero Technologies, a provider of software solutions for application and database development, has acquired Raize Components. Along with the acquisition, Embarcadero is introducing new releases of CodeSite and Konopka Signature VCL Controls, as Embarcadero add-on products for developers. "With the release of Windows 10 tomorrow, it's the perfect time for developers to be thinking about new and expanded Windows development as Microsoft brings Windows to more form factors and extends it with Bluetooth LE, IoT, and mobile support," said John "JT" Thomas, senior director of application development products at Embarcadero.

Posted July 28, 2015

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