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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

Special early bird registration pricing for Data Summit 2018 ends Friday, April 20. 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

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 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

Today, the average enterprise is being flooded with data streams as they come in from a variety of endpoints from smart devices and sensor networks, to web logs and financial transactions. DBTA recently held a webinar featuring Brian Bulkowski, co-founder and CTO, Aerospike, and Dan Potter, VP product management and marketing, Attunity, to educate its readers about the key ingredients for success in building a fast data system.

Posted March 16, 2018

An abundance of database types are flourishing so much so that those who tout "polyglot persistence" insist that one size cannot fit all and focus on integrating multiple data stores. However, multi-model databases are also on the rise and may be a better fit than using multiple data stores. Jeff Fried, CTO, BA Insight will discuss the pros and cons of both approaches at Data Summit 2018 during his session titled, "Polyglot Persistence Versus Multi-Model Databases."

Posted March 14, 2018

Does this sound familiar? You have a backlog of apps that your workforce is craving, and you simply don't have the team (or the time) to build them. In fact, the demand for apps is growing five times faster than IT's capacity to deliver them. This crunch is probably all too familiar for many, and it's forcing IT teams to find new ways to accelerate app development. The age-old question is, do you build, do you buy, or do you do something in between?

Posted March 13, 2018

BMC, a provider of IT solutions for the digital enterprise, is expanding its Control-M Managed File Transfer offering to include support for all file transfers from a single automation platform. With BMC's Control-M solution, companies have instant visibility into the status of file transfers and business application workloads.

Posted March 09, 2018

Alteryx, Inc., provider of data science and analytics solutions, is releasing Alteryx Promote, a component of the Alteryx Analytics platform for both data scientists and citizen data scientists. It is the result of the company's acquisition of Yhat, a Brooklyn-based data science company, announced in June 2017.

Posted March 09, 2018

CA Technologies, a provider of business automation software, is upgrading its CA Workload Automation AE (AutoSys), introducing major new features for enhanced performance. The new release makes the solution easier to own and manage to help users provide that critical applications and businesses processes run smoothly and continuously.

Posted March 08, 2018

Many organizations talk about data governance, but rather than establishing an ongoing governance process that is involved with every project, the governance is viewed as a one-time task to be slogged through, over with and done. Such myopic approaches will only lead to failure. Data governance is like life, it is the journey, not a destination.Proper data governance brings commonality to an organization; it leads the journey to a single version of the truth. A single version of the truth does not mean everyone must kowtow to a single metric, but it does mean distinct calculations unique to dissimilar sub-groups have different specific names at the corporate level, even if those naming differences are subtle.

Posted March 07, 2018

It's understandable that those new to MongoDB - a so-called "schema free" database - might assume that they no longer need to be concerned with the art-science of data modeling. However, in reality data modeling is just as important in MongoDB as in other databases. Indeed, because of some of the modeling principles for MongoDB are less well understood, arguably, more attention needs to be given to the data modeling process.  

Posted March 07, 2018

It's time to submit nominations 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 28 categories in which to submit nominations.

Posted March 07, 2018

Take advantage of the many opportunities for peer interaction through panel discussions and provocative talks at this year's Data Summit conference. This unique event brings together IT practitioners and business stakeholders from all types of organizations.

Posted March 07, 2018

MapR Technologies has extended advanced containers integration into the MapR Converged Data Platform. The company is enabling the deployment of stateful applications with its Data Fabric for Kubernetes providing persistent storage and full Kubernetes support with volume access. The persistent storage for stateful containers is a well-known problem in the container world, said Jack Norris, SVP of Data & Applications, MapR, noting that MapR is providing an "elegantly simple way" to solve that problem that is scalable, fast, and secure.

Posted March 06, 2018

Red Hat, a provider of enterprise open source solutions, introduced a decision management platform and low-code development tool intended to simplify the development and deployment of rules-based applications and services. Red Hat Decision Manager 7 is the next generation of the company's business rules management offering, Red Hat JBoss BRMS, and is designed to enable organizations to quickly build applications that automate business decisions.

Posted March 05, 2018

Datawatch Corporation is launching Datawatch Monarch Swarm, an intelligent enterprise data preparation and analytics platform that can transform how businesses interact with and leverage their greatest assets. With new and innovative applications of machine learning technology to benefit every user no matter their skill-level, Monarch Swarm empowers every individual, department, and organization with advanced intelligence and insight into how data can be used to drive further team collaboration, socialization, and support of data governance practices.

Posted March 05, 2018

Datical, a provider of database release automation, has introduced Datical 5, the latest version of its enterprise-class platform for automating database releases. Datical aims to bring continuous integration and continuous delivery (CI/CD) processes to the data layer, helping enterprises to achieve a unified pipeline for application and database changes—from development to production.

Posted February 23, 2018

It's no secret that data management has changed dramatically in the nearly 10 years since the onslaught of "big data." A decade ago, the relational database management system (RDBMS) ruled the enterprise.  Today, polyglot persistence is the mandate, and innovative NoSQL and NewSQL databases, cloud services, and data processing technologies have arisen alongside stalwart RDBMSs, data warehouses, and traditional on-premise deployments. However, despite the increasingly challenging data environment, experts agree, opportunities for DBAs abound—provided they are willing to continue learning and growing and to step in to fill gaps where they open up.

Posted February 22, 2018

InfluxData is releasing the latest versions of InfluxEnterprise and InfluxDB with expanded support for high cardinality time series data streams. In order to support ephemeral time series data, InfluxData introduced the concept of a Time Series Index (TSI).

Posted February 22, 2018

WhereScape, a provider of data infrastructure automation software, is releasing an updated version of WhereScape automation featuring Streaming, allowing IT teams to automate real-time data flows and processing. Streaming provides organizations with the capability and flexibility to ingest and process the increasing availability of IoT, social media and other streaming data sources and manage it alongside traditional, batch-based data sources.

Posted February 12, 2018

The worldwide cognitive systems and artificial intelligence revenue has been forecast to grow beyond $47 billion in 2020, changing how we live and work dramatically. Will you be ready? Cognitive Computing Summit is coming to Boston in May to provide a 2-day immersion into the cognitive computing use cases, strategies, and software that every organization should know about now. 

Posted February 09, 2018

Cisco announced a turnkey production-grade software container platform intended to address companies' need to have applications seamlessly run the same way on premises and in public clouds. The Cisco Container Platform is designed to help simplify and accelerate how application development and IT operations teams configure, deploy, and manage container clusters based on 100% upstream Kubernetes.

Posted February 05, 2018

DH2i, a provider of multi-platform disaster recovery and cost improvement solutions, is being added to Microsoft's SQL Server High Availability and Disaster Recovery Partners List. The SQL Server High Availability and Disaster Recovery Partner List includes DH2i's DxEnterprise software, a unified Windows and Linux Smart Availability solution for databases and stateful Docker containers. 

Posted February 05, 2018

"Citizen developers"—those business users outside of the IT department who design or build their own applications—are more than a small band of rebels. A majority of organizations now rely on non-IT developers for at least some of their mission-critical applications. Few companies discourage such activity, and many are benefiting from the faster pace of software releases with which citizen developers play a part. 

Posted February 01, 2018

Far too often, business users seem consumed by the systems they handle. This makes them unable to define the necessary business processes or needs of the organization. All these users can do is describe what their off-the-shelf packages provide for them. In fact, most users take great pride in their "understanding" of the current system. 

Posted February 01, 2018

Compuware has teamed with SonarSource to integrate accurate COBOL test coverage reporting into the automated QA processes they already use to support DevOps and continuous delivery. The companies released new integrations intended to empower enterprise DevOps teams to accurately track and validate code coverage of COBOL application testing.

Posted January 22, 2018

erwin, Inc. has announced its evolution to "the data governance company," based on its expertise and the centering of its technology platform around data governance. As part of this focus, the company has acquired A&P Consulting, a technology and consulting services firm based in Rome, Italy.

Posted January 15, 2018

With a new year comes new ideas on how to disrupt the big data industry. From tried and true methods to the introduction of new solutions, several experts are predicting a surge of a combination of both old and new solutions, along with the rise of different roles that will power enterprises through 2018.

Posted January 04, 2018

Don't let the term "unstructured data" confuse you. Structure exists, somehow and somewhere, within unstructured source data. It is that subtle, possibly even encrypted, structure that contains the gems of knowledge that an enterprise seeks. Sometimes those gems only shine when extracted and combined with other little gems from other data sources.

Posted January 02, 2018

New technologies and solutions are giving businesses new avenues to to deliver a competitive edge. From startups to Fortune 100 companies, success means increasing efficiency, agility and innovation through better collaboration, visibility, and performance.

Posted December 22, 2017

AWS has announced two new container capabilities—Amazon Elastic Container Service for Kubernetes (EKS) and AWS Fargate Amazon EKS. The two new arrivals complement its existing Amazon Elastic Container Service (Amazon ECS) and are intended to make it easier to deploy, manage, and scale container workloads on AWS.

Posted December 21, 2017

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