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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 recently announced general availability of Oracle Application Express (APEX) 18.1, a low-code rapid application development platform that can run in any Oracle Database and is included with every Oracle Database Cloud Service.  APEX enables users to develop, design, and deploy data-driven desktop and mobile applications using only a browser. 

Posted June 20, 2018

Hewlett Packard Enterprise is planning to invest $4 billion in Intelligent Edge technologies and services over the next four years. Specifically, HPE will invest in research and development to advance and innovate new products, services and consumption models across a number of technology domains such as security, AI and machine learning, automation, and edge computing.

Posted June 20, 2018

Innovative vendors are helping to point the way forward with technologies and services to take advantage of the wealth of data that is pouring into companies. This sixth DBTA 100 list spans a wide variety of companies that are each addressing the evolving demands for hardware, software, and services. Some are long-standing companies with well-established offerings that have evolved over time, while others are much newer to the data scene.

Posted June 14, 2018

Boundless, a provider of open and scalable GIS, is releasing Boundless Server Enterprise as a managed cloud service using the most advanced IT infrastructure available. With this release, customers are able to take full advantage of the unmatched geospatial technology of Boundless Server Enterprise, all packaged and ready to support the most complex business challenges immediately.

Posted June 06, 2018

IBM and partners launched a "Call for Code" initiative, an ambitious effort to bring startup, academic, and enterprise developers together to solve one of the most pressing societal issues of our time: preventing, responding to, and recovering from natural disasters.

Posted June 04, 2018

CloudJumper, a Workspace as a Service (WaaS) platform provider for agile business IT, is releasing a business-class Streaming App Services platform, offering a flexible application and data delivery for cloud-forward independent software vendors (ISVs) and application service providers (ASPs).

Posted June 04, 2018

SolarWinds is making a series of updates to its network management product portfolio, allowing the platform to support networks up to four times larger. This improvement makes it easy to consolidate monitoring solutions to a single provider enterprise-wise, and gives IT professionals' far greater flexibility to scale up and support larger data center networks as workloads increase, or scale out to address complex distributed networks. 

Posted June 04, 2018

As Hadoop adoption in the enterprise continues to grow, so does commitment to the data lake strategy. DBTA recently held a webinar with Mark Van de Wiel, CTO, HVR, Dale Kim, Sr. director, products/solutions, Arcadia Data, and Rick Golba, product marketing manager, Percona, who discussed unlocking the power of the data lake.

Posted June 04, 2018

Under usual circumstances, the one-to-many or many-to-many relationship, alone, drives the pattern used within the database model. Certainly, the logical database model should represent the proper business semantics of the situation. But on the physical side, there may exist extenuating circumstances that would cause a data modeler to consider including an associative table construct for a one-to-many relationship.

Posted June 01, 2018

It's spring-cleaning season, meaning many diligent homeowners are busy trying to organize their closets and homes in preparation for the spring and summer. Organizations, both small and large, also must keep up with cleaning their virtual dust bunnies on a regular basis, just as one would do within their own home.

Posted June 01, 2018

Pure Storage, an all flash storage platform, is releasing portfolio updates, developing a new vision for how businesses can implement a data strategy. Pure Storage is expanding its FlashArray product line to now deliver cost-effective all-NVMe Shared Accelerated Storage for every workload.

Posted May 30, 2018

Looker, a data platform provider, is releasing new tools and integrations to optimize data science workflows. Looker is improving its governed data workflow with an SDK for R and connections for Python, as well as streamed and merged results, Google TensorFlow integrations, and clean, visual recommendations for users.

Posted May 30, 2018

Cloud-driven automation is creating the need for an evolution throughout IT and the enterprise. DBTA recently held a webcast featuring Joe McKendrick, independent analyst and author, and Maria Colgan, Oracle master product manager, who examined how cloud is driving change and how Oracle can help.

Posted May 25, 2018

Technology is constantly changing, and IT architects need to keep up with modern developments to ensure that their companies are achieving the best possible return on their IT investment.

Posted May 24, 2018

With the rise of big data, there is the need to leverage a wider variety of data sources as quickly as possible for real-time decision making in mission-critical environments.

Posted May 24, 2018

Today, data is increasingly seen as the fuel of the business, rather than its byproduct. As a result, the old adage "garbage in, garbage out" couldn't ring truer when it comes to maximizing the value of machine learning in the enterprise, according to Steve Zisk, senior product marketing manager of RedPoint Global, which provides a customer data platform and engagement hub. 

Posted May 24, 2018

Accenture is collaborating with SAP SE to develop an intelligent entitlement-management solution that helps high-tech companies create and scale new digital business models. The new solution, SAP Entitlement Management, will help companies dynamically change individual customer access rights and other entitlement attributes, as well as install renewal-automation capabilities, so they can rapidly deploy new offerings and more-flexible pricing structures.

Posted May 23, 2018

Data intelligence about people, places and things, along with the connection between physical and digital addresses has a serious impact on understanding customers.

Posted May 23, 2018

DataOps is emerging as a methodology for data scientists, developers, and other data-focused professionals to enable an agile workflow while also adhering to data governance requirements. Kellyn Pot'Vin-Gorman, Technical Intelligence Manager, Delphix, presented her session, "Making Big Data Bite-Size with DataOps" on Wednesday, May 23, 2018 during Data Summit 2018. Pot'Vin-Gorman discussed how to move from simple DevOps with tools and automation, while making the data central to the solution.

Posted May 23, 2018

The evolution of computing has changed dramatically since the mainframe was first introduced. Thanks to a proliferation of options for handling Big Data more naturally and efficiently than relational database management systems (RDBMS), we are in a "post-relational era." David Teplow, CEO, Integra Technology Consulting, presented his session, "SQL's Sequel: Hadoop and the Post-Relational Revolution" on Tuesday, May 22, 2018 during Data Summit 2018. His session deep dived into the best solutions to utilize during this "era."

Posted May 22, 2018

From recommendation systems to disease diagnosis, machine learning is revolutionizing the process of complex decision making by enabling the analysis of bigger, more complex datasets and the delivery of faster, more accurate results.During the first day of Data Summit, May, 21, 2018, Marina Johnson, assistant professor of analytics, information management/business analytics, Montclair State University and Drexel University, held a pre-conference workshop examining how to develop scalable, real-world machine learning pipelines and applications.

Posted May 21, 2018

With the proliferation of big data throughout enterprises, businesses need innovative ways to derive insights to propel business value. This is where knowledge graphs come in, a tool that can drive new marketing strategies to maintain existing customers and attract new ones.

Posted May 17, 2018

Across industry and academia, the past several years have seen a proverbial explosion of new business analytics education programs.If you're new to the analytics labor market—or looking to advance your credentials—academia has likewise undergone a period of massive innovation as educators work diligently to keep pace with market demands and produce a new breed of business analytics education. The change has been nothing short of astonishing

Posted May 11, 2018

Technology is constantly changing, and IT architects need to keep up with modern developments to ensure that their companies are achieving the best possible return on their IT investment. This can be achieved by architecting a solid IT infrastructure with modern components spanning the hardware, software, network resources, and services required for the operation and management of an enterprise IT environment.

Posted May 11, 2018

Enterprise architects are making major waves. In fact, a recent KPMG study spotlighted enterprise architecture (EA) as today's most in-demand tech skill, as companies recognize EA's critical role in cutting both costs and complexities. But while enterprise architecture is one of the fastest-growing skillsets, it's also undergoing a major evolution. Where the role previously involved exhaustive plans consisting of excessive amounts of analysis, slow timelines, and rigid conceptual models, the agility and DevOps movement has forced old EA mentalities into obsolescence.

Posted May 11, 2018

Fueled by the growing demand for data-driven insights, as well as the explosion of new data sources and formats, innovative big data technologies continue to expand. While the long-trusted RDBMS still reigns supreme in most organizations, the surging force of data from social media, mobile devices, IoT, and other sources, as well as the availability of additional options for data storage and processing, means that there is plenty of room for disruptive new approaches.

Posted May 11, 2018

It's time to vote for the 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. Voting ends Friday, May 11, 2018, so be sure cast your ballot now for the candidates of your choice.

Posted May 08, 2018

Agile approaches to projects have been touted by many organizations across the globe.  IT shops frustrated over expensive projects falling well shy of their goals have been desperate for change. These anxious organizations race into trying Agile as a solution to their woes.

Posted May 08, 2018

Data preparation is one of the biggest challenges facing customers today, according to Tableau Software, which cites an often-quoted statistic that analysts spend 80% of their time cleaning and shaping data, and only 20% actually analyzing it. To help speed the time to insight, Tableau has released Tableau Prep, a brand new product designed to help users prepare their data so they can use it for analysis more quickly.

Posted April 30, 2018

SentryOne has acquired Pragmatic Works Software (PWS), a provider of solutions for developing, testing, documenting, and monitoring the Microsoft Data Platform. According to SentryOne, the addition of the PWS product suite gives it a comprehensive offering for the Microsoft data professional, both on premises and in the cloud.

Posted April 30, 2018

The serverless computing architecture—sometimes called function as a service or FaaS—hides not just the underlying virtual machine, but also the application server itself. The cloud simply agrees to execute your code on demand or in response to an event.

Posted April 26, 2018

Special early bird registration pricing for Data Summit 2018 has been extended for 1 week, and will end Friday, April 27. The Data Summit conference is a unique world-class event that brings together IT practitioners and business stakeholders from top corporations, government agencies, and public institutions to learn about the leading technologies and strategies for succeeding in this increasingly data-driven world.

Posted April 17, 2018

Priority Software Ltd., a provider of ERP solutions, is releasing Priority v18.2, enhancing system openness and mobile capabilities, introducing a new document generator, and boosting support for regulations compliance.

Posted April 12, 2018

For data architects, it is not unusual to use a data modeling tool to reverse-engineer existing solutions' databases. The reverse-engineering could occur for a functional reason, such as gathering information to evaluate a replacement option, or to comprehend a solution, seeking to work out what data should be extracted for a downstream business intelligence need.

Posted April 12, 2018

MicroStrategy, a provider of enterprise analytics and mobility software, is releasing an enhanced version of its flagship software, boosting mapping capabilities and more. Version 10.11 introduces new out-of-the-box visualizations, intelligent recommendations for content, prompts for dossiers, a native MicroStrategy Library app for smartphones, and more.

Posted April 10, 2018

GridGain Systems, provider of enterprise-grade in-memory computing solutions based on Apache Ignite, is launching GridGain Professional Edition 2.4, including a Continuous Learning Framework. The addition of this framework in the latest update includes machine learning and a multilayer perceptron (MLP) neural network that enable companies to run machine and deep learning algorithms against their petabyte-scale operational datasets in real-time.

Posted April 05, 2018

Registration is now open for Data Summit 2018 presented by DBTA and Big Data Quarterly. For a limited time, super early bird pricing is also available for the conference which will take place May 22 - 23, 2018 at the Hyatt Regency Boston.

Posted March 28, 2018

SAP is introducing SAP Predictive Engineering Insights, a cloud-based solution that creates virtual equivalents of physical assets. Powered by SAP Leonardo, SAP Predictive Engineering Insights replaces the need for physical inspections with ongoing, live "digital inspection" and analysis.  The new platform will provide real-time, intelligent analysis based on sensor feeds.

Posted March 28, 2018

SAP is launching the application edition of the SAP Predictive Analytics software to help enterprises create and manage predictive machine learning models for applications that run business activities. Co-developed with Accenture, the application edition enables intelligent enterprises by embedding predictive and machine learning capabilities in their applications, putting powerful data-driven insights at the fingertips of every business user.

Posted March 28, 2018

It's time to vote for the 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. This year, there are 27 categories in which to vote—providing plenty of opportunity for the recognition of both well-established products as well as new and cutting-edge technologies.

Posted March 28, 2018

With more big data options than ever before we are now in the post-relational database era, according to David Teplow, CEO, Integra Technology Consulting. However, professionals aren't done with relational database management systems (RDBMS) and are utilizing Hadoop, HBase, Cassandra, MongoDB and more, alongside tried and true RDBMS solutions.Teplow will discuss the rise of Hadoop and other massively parallel processing architectures during his Data Summit 2018 session titled, "SQL's Sequel: Hadoop and the Post-Relational Revolution."

Posted March 28, 2018

Data, data, data. With the exponential data growth that has occurred in the last 15 years, a need has arisen to sift through that data to find answers to questions.

Posted March 26, 2018

The rise of DevOps, which promises to bring development and operations teams into alignment, is bringing database managers and administrators ever closer to the key touchpoints of their businesses. DevOps seeks to ensure the continuous delivery and consistent cadence of software releases and means that data professionals will have a key role to play in their organizations' information technology strategy. It's not happening a moment too soon—nimble, tech-savvy competitors have learned to leverage data as strategic business assets and are biting ever deeper into just about every existing market.

Posted March 22, 2018

CloudJumper, a Workspace as a Service (WaaS) platform provider for agile business IT, is adding new features and capabilities to its Cloud Workspace WaaS and App Services platform. The newest generation of Cloud Workspace WaaS by CloudJumper reduces the costs and complexity associated with deploying WaaS in businesses ranging from SMBs to the enterprise.

Posted March 22, 2018

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