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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

MicroStrategy is releasing an enhanced version of its signature platform, delivering a new set of APIs that will allow users to connect to almost any data source. MicroStrategy 10.7 also adds integrations with Natural Language Generation (NLG) providers Automated Insights and Narrative Science, letting users add Intelligent Narratives to their dashboards alongside their reports, graphs, and visualizations.

Posted March 27, 2017

A team at SAP is diving into the world of college basketball again this year to help bring sanity to March Madness through the latest innovations in the cloud analytics product SAP BusinessObjects Cloud. Using the 2017 NCAA Division I men's basketball championships to highlight the value of analytics and hard data over intuition or sentiment, the Data Genius team at SAP is forecasting which of the 68 college basketball teams will advance in this year's tournament.

Posted March 22, 2017

The Independent Oracle Users Group (IOUG) has represented the voice of data technologists and professionals for more than 20 years, and we are excited about how our community continues to grow and focus on peer-to-peer education and know-how. With that focus we are excited for our premier yearly event: COLLABORATE 17 - IOUG Forum.

Posted March 17, 2017

There is just one event held each year that presents the full array of Oracle Applications and Technology education under one roof from three major Oracle users groups.

Posted March 17, 2017

Dell Boomi (Boomi), which provides a platform for application and data integration, has acquired ManyWho, a unified cloud and low-code development platform that helps simplify workflow automation and allows businesses and developers to translate business processes into software applications for connecting employees, customers, and systems.

Posted March 16, 2017

Three new e-learning courses have been introduced to help foster expertise in big data and analytics, fraud analytics, and credit risk modeling. The courses were developed by Big Data Quarterly columnist Bart Baesens, who is a professor at KU Leuven (Belgium), and a lecturer at the University of Southampton (United Kingdom). The courses are being offered in partnership with SAS, but do not focus on the software but, instead, on the general concepts and modeling steps.

Posted March 16, 2017

Infoworks.io, Inc., which provides data warehousing on Hadoop, has closed $15 million in a Series B financing which it will use to scale go-to-market and customer success programs to meet customer demand.

Posted March 14, 2017

IBM has introduced new DevOps tools on Bluemix, its developer platform, intended to enable companies and development teams to continuously and automatically ensure the quality of the code in their apps.

Posted March 13, 2017

GridGain Systems, provider of in-memory computing platform solutions based on Apache Ignite, is releasing GridGain Professional Edition 1.9, improving performance and automated benchmarking. This update version fully supports Apache Ignite 1.9 and introduces Kubernetes support for deploying containerized Ignite clusters, expands support for data manipulation language (DML), and more.

Posted March 09, 2017

AtScale is releasing 5.0 of its signature platform, introducing new features such as a dimensional calculation engine, a machine learning performance optimizer, a universal data abstraction layer, and enterprise-grade security, governance and metadata management capabilities.

Posted March 07, 2017

Ash Munshi, Pepperdata CEO, recently discussed the need for DevOps for big data, and the role of the Dr. Elephant project, which was open sourced in 2016 by LinkedIn and is available under the Apache v2 License.

Posted March 07, 2017

Many businesses seem to believe that dimension tables and reference tables are indistinguishable objects. Apparently, the only difference worthy of note seems to be altering the object's name from "something reference," or "something xref," to "something dimension." As these organizations build multidimensional data marts, they often place a view on top of their reference table and feel good about how quickly and efficiently they complete their data mart.

Posted March 02, 2017

Welcome to the inaugural MongoDB Matters column, which will appear six times a year in Database Trends and Applications. Over the past 8 years, we've seen a truly once-in-a-generation explosion of new database technologies which have challenged—if not overthrown—the dominance of the venerable relational database. Of all these upstart databases, MongoDB seemed to us to most deserve dedicated coverage because of its strong momentum and adoption.

Posted March 02, 2017

Registration is open and the program is available for review for DBTA's 2017 Data Summit conference, a unique event that brings together IT practitioners and business stakeholders alike. This year's conference will take place at the New York Hilton Midtown from Tuesday, May 16, to Wednesday, May 17, with preconference workshops on Monday, May 15.

Posted March 02, 2017

Oracle is introducing version of 4.3 of its NoSQL Database, a key-value database that has evolved from the company's acquisition of BerkeleyDB Java Edition, an embeddable database. The new release offers key enhancements for the open source community, as well as cloud, and Oracle Database Enterprise Edition customers, said Ashok Joshi, senior director of NoSQL, Berkeley Database, and Database Mobile Server at Oracle

Posted March 01, 2017

It's time to submit nominations for the fourth annual Database Trends and Applications Readers' Choice Awards Program in which the winning information management solutions, products, and services are chosen by you—the people who actually use them.

Posted February 22, 2017

It is still early in 2017 but as the new year unfolds, several new trends are becoming clear in the analytics marketplace. Today, along with smart data discovery, cloud, mobile, and big data, companies are focusing on leveraging the latest in analytics to stay ahead of their competition and reduce costs with modern data-driven techniques.

Posted February 14, 2017

Our friends at Compuware recently published a how-to guide on successfully introducing DevOps to the mainframe world. Among the advice given is to modernize mainframe environments as much as possible. "A modernized mainframe workspace should possess the look and feel of the Eclipse-style IDEs that have become the de facto standard for other platforms. This user-friendly interface will allow staff at all experience levels to move easily between development and testing as they work on both mainframe and non-mainframe applications. Your modernized mainframe IDE will also support a complementary palette of value-added tools as you continue your mainframe transformation." Just as important: Agile training for staff.

Posted February 13, 2017

Hazelcast, a provider of an open source in-memory data grid (IMDG) platform, is unveiling Hazelcast Jet, a new platform that gives users a distributed processing engine for big data streams. With Hazelcast's IMDG providing storage functionality, Hazelcast Jet is a new Apache 2 licensed open source project that performs parallel execution to enable data-intensive applications to operate in near real-time.

Posted February 07, 2017

With all the talk about "big data" in the last few years, the conversation is now turning to: What can be built on this platform? It isn't just about the analytics—many people talk about data lakes, but in reality, organizations are looking beyond the data lake.

Posted February 03, 2017

Java started its life in the early 1990s as an attempt to develop an architecture-independent language that could be used in consumer electronics and other embedded contexts. It found itself in the right place at the right time when the web exploded in the mid-1990s and over the next 10 years became one of the mainstays of web development. Today, Java remains as popular as ever. It's arguably the most popular programming language of our generation.

Posted February 01, 2017

Our friends at SpiceWorks recently shared some of their data from 900 IT buyers with us. For the year ahead, mobile computing, security, and IT automation are topping IT spending agendas. However, expect IT budgets to remain relatively flat—with the exception of cloud services, storage and IT consulting services. Overall, new IT purchasing won't be automatic—it will only happen as systems reach their end of life, or a significant new business requirement emerges.

Posted January 25, 2017

The past year was a blockbuster one for those working in the data space. Businesses have wrapped their fates around data analytics in an even tighter embrace as competition intensifies and the drive for greater innovation becomes a top priority. The year ahead promises to get even more interesting, especially for data managers and professionals. Leading experts in the field have witnessed a number of data trends emerge in 2016, and now see new developments coming into view for 2017.

Posted January 25, 2017

vArmour has been awarded a patent by the USPTO for security technology for container microservices. Marc Woolward, CTO of vArmour described what's changing in the world of clouds, containers, and microservices.

Posted January 24, 2017

Kinetica, a provider of an in-memory database accelerated by GPUs, has announced the availability of in-database analytics via user-defined functions (UDFs). "What we are offering are UDFs that are accelerated by GPUs. This enables us to benefit from the magic that comes from some of the deep learning and AI libraries that are out there, as well as taking the UDFs that customers have been using for years and moving them into a distributed model with GPUs," said Eric Mizell, VP, Global Solutions Engineering, Kinetica.

Posted January 24, 2017

IoT has massive implications for businesses of all kinds, and for individuals at all organizational levels, as well. Bart Schouw, IoT solutions director at Software AG, recently reflected on the changes taking place and explained why 2020 will be a critical year for IoT.

Posted January 20, 2017

At Oracle CloudWorld in New York City, Oracle unveiled new enhancements to the Oracle Cloud Platform to help customers move business-critical applications to the cloud. Describing the industry's move to the cloud as an "irresistible force," Oracle CEO Mark Hurd said, "This is not a what-if; this is the way things are going to go. The sooner you get on board with that the better."

Posted January 18, 2017

IBM broke the U.S. patent record with 8,088 patents granted to its inventors in 2016. IBM's 2016 patent output covers inventions in artificial intelligence and cognitive computing, cognitive health, cloud, cybersecurity and other strategic growth areas for the company.

Posted January 16, 2017

Compuware announced it has acquired MVS Solutions and its ThruPut Manager mainframe batch automation technology. Compuware's acquisition of MVS Solutions follows three acquisitions made in 2016: ISPW's source code management (SCM) and deployment technology, Itegration's SCM migration practice, and most recently, COPE IMS virtualization technology from Standardware.

Posted January 16, 2017

Open data is on the rise and freely available, bringing huge value and new features to applications. However, the challenge for developers is to efficiently wrangle, store, and deliver open datasets without having to build complex data architectures.

Posted January 16, 2017

There was a time when what you saw was what you got. Building up the components of a business intelligence area was very straight-forward. A staging area was a staging area; an operational data store was an operational data store. But like buying a pitcher of beer for $2, or gas for less than a dollar per gallon, those days are gone. The dynamics have changed, things are more federated, and IT must accept more than one standard tool.

Posted January 03, 2017

Arcadia Data, provider of real-time modern business intelligence (BI) platforms, is releasing Arcadia Enterprise 3.3, making significant upgrades to uncover real-time insights. The new features - including Arcadia Smart Acceleration, advanced segmentation and cohort analytics, analytic extensions, and mobile and tablet support - unify real-time insights from streaming data with historical data discovery in a single view.

Posted December 20, 2016

IBM has announced new Bluemix services designed to simplify and speed app development in the cloud. With these new services, developers can now access and construct preconfigured toolchains using popular DevOps tools, including GitHub and Slack.

Posted December 12, 2016

The past year has seen big data get bigger, complex systems get more complex, and cloudy systems get cloudier. The coming year guarantees more of the same. We wish all our readers a happy holiday season, and look forward to serving you in 2017!

Posted December 12, 2016

erwin Inc., a provider of data management software, has acquired business process analysis vendor Casewise Ltd.

Posted December 09, 2016

Scribe Software is releasing the next generation of Scribe Online, offering a completely revamped user experience and an extended application programming interface. The new update simplifies and accelerates the process of creating and maintaining integrations between cloud services, on-premises applications, and databases.

Posted December 08, 2016

Terms such as "active," "inactive," and "canceled" may seem mundane and inconsequential, and when folks hear the term,"valid values," their eyes glaze and expectations of interest diminish. But exciting or not, reference values and an understanding of them are important to every organization.

Posted December 01, 2016

To shed light on the enterprise and technology issues IT professionals will be facing in 2017 as business or organizational leadership seeks strategies to leverage the "big data" phenomenon, the fourth annual edition of the Big Data Sourcebook is now available for download.

Posted December 01, 2016

Yellowfin, business intelligence (BI) and analytics software vendor, is launching a virtualized data preparation module for analytics, fully integrating it into the metadata layer of its BI platform. Yellowfin's Data Preparation Module will enable organizations to model, profile, clean, shape, enrich, secure, and publish all data for reporting and analytics in a single BI environment.

Posted December 01, 2016

What's ahead for 2017 in terms of big data and IoT? IT executives reflect on the impact that Spark, blockchain, data lakes, cognitive computing,AI and machine learning, and other cutting-edge approaches may have on data management and analytics over the year ahead.

Posted November 30, 2016

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