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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

Data modelers are responsible for creating and maintaining the conceptual, logical, and physical data models for an organization. These data models are used to define the data requirements that support the business goals, but business stakeholders often have difficulty understanding how these technical documents correlate to their business processes.

Posted July 14, 2017

TIBCO Software, a provider of integration, API management, and analytics, is acquiring nanoscale.io, a provider of microservices technology and tooling. The acquisition extends and enhances TIBCO's leadership in the development of microservices and APIs that connect and integrate with a more expansive on-premises or hybrid cloud environment, and bolster its Connected Intelligence platform.

Posted July 06, 2017

CA Technologies has added new solutions and capabilities within its API Management portfolio that are intended to help developers, enterprise architects and digital leaders create and deploy microservices—and manage the APIs that connect and orchestrate microservices.

Posted July 06, 2017

For everyone normalizing their designs, just remember: There ain't no such thing as a partial foreign key. When a project pretends that partial foreign keys are a valid concept, the end result is a database model that either lies to viewers, or does not give them the necessary information to readily join tables together.

Posted July 05, 2017

DevOps—the close working alliance between development and operations teams—is catching hold in enterprises dependent on continuously and frequently delivering new versions of software, whether for internal consumption or external services.

Posted July 05, 2017

It's been long acknowledged that data is the most precious commodity of the 21st-century business, and that all efforts and resources need to be dedicated to the acquisition and care of this resource. Lately, however, executives have become enamored with the vision of transforming their organizations into "data-driven" enterprises, which move forward into the future on data-supported insights. So, what, exactly, does the ideal "data-driven enterprise" look like?

Posted July 05, 2017

Hackolade, a Brussels-based provider of data modeling for NoSQL and multi-model databases, has announced the availability of Hackolade version 1.7, a new release of its data modeling software, to support both MongoDB version 3.4 and MongoDB Atlas, its cloud-hosted database as a service. This is one of the first next gen data modeling tools available on the market that helps in proper representation of physical data models for MongoDB collections and views.

Posted June 23, 2017

New England Water Heater is a plumbing services company specializing in water heater repair and installation based in North Waltham, MA. The company provides a centralized service through a network of geographically dispersed plumbing companies in the surrounding region, including its own company, Home Services of New England (HSNE) Plumbing. As a longtime Revelation Software customer, NEWH uses a system on Revelation's OpenInsight 9.4 for business processes such as document management, phone calls, and customer support.

Posted June 21, 2017

SAP and Accenture are expanding their collaboration to co-innovate, co-develop, and jointly go to market with digital solutions based on the new SAP Leonardo digital innovation system. The long-standing strategic partners will focus on embedding digital technologies including additional machine learning, analytics, and the Internet of Things (IoT) at the core of clients' businesses to deliver even greater value from their SAP investments.

Posted June 21, 2017

MongoDB has announced MongoDB Stitch, a new service to make it easier for developers to integrate the services they need to build applications. The company has also expanded the availability of MongoDB Atlas, its database as a service, to Microsoft Azure and Google Cloud Platform (GCP).

Posted June 20, 2017

BMC, a provider of IT service solutions, has rolled out Control-M Workbench, a no-cost, self-service, standalone development environment which builds on the Control-M Automation API that was introduced in 2016.

Posted June 19, 2017

erwin has launched erwin DM NoSQL, an extension of the company's erwin Data Modeler solution. Representing an expansion of the company's "any-squared" (Any2)—any data, anywhere—approach, the new solution is targeted at enabling enterprises to model and manage unstructured cloud data with the same effectiveness as traditional data sources.

Posted June 19, 2017

Gone are the days of 2-year software development projects. Now organizations are striving for code updates that drop monthly, weekly, even daily. A developer will say, "I need a workable copy of Oracle today." And IT responds, "OK, we'll have that in about 2 weeks." What's a developer to do? Sometimes this leads to the use of synthetic datasets (one might also refer to this simply as "fake data"). These never work as well as real data, and the result is more bugs and slower software development. Other times the Dev/Test side of the house will expense spinning up a bunch of systems in the cloud, so-called "shadow IT."

Posted June 16, 2017

New and emerging vendors offer fresh ways of dealing with data management and analytics challenges in areas such as data as a service, security as a service, cloud in a box, and data visualization. Here, DBTA looks at the 10 companies whose approaches we think are worth watching.

Posted June 16, 2017

BlueData, provider of Big-Data-as-a-Service (BDaaS) software, is releasing an enhanced version of BlueData EPIC, providing increased scalability, enhanced networking, and significant security and performance optimizations. With BlueData EPIC 3.0, enterprises can quickly and easily deploy large-scale production environments for big data analytics and data science running in Docker containers - either on-premises, in the public cloud, or in a hybrid architecture.

Posted June 16, 2017

As data continues to impact every facet of every business more and more Global 2000 companies are choosing NoSQL databases to power their Digital Economy applications.

Posted June 15, 2017

The world of data management is constantly changing. Each year, the DBTA 100 spotlights the companies that are dealing with evolving market demands through innovation in software, services, and hardware.

Posted June 15, 2017

The demand for speed and agility are among the key drivers of the growing DevOps movement, which seeks to better align software development and IT operations. Yet, challenges still exist.

Posted June 07, 2017

Updating fact rows inside a star schema set of tables is never a best practice. Even so, some organizations travel down this path.

Posted June 01, 2017

Although Java and JavaScript are the most popular all around programming languages today, the C programming language remains the language of choice for high performance computing after almost 45 years of mainstream use. However, where runtime performance considerations are paramount, Go and Rust are emerging as valid successors to C.

Posted June 01, 2017

Qubole, the big data-as-a-service company , is building an autonomous data platform that will include Qubole Data Service (QDS) Community Edition, QDS Enterprise Edition, and QDS Cloud Agents. The solution can intelligently automate and analyze platform usage to make data teams more effective.

Posted May 26, 2017

It's imperative businesses plan strategically ahead for the future. Combine that with the myriad of choices a database professional or arcitecht has when it comes to future proofing their business. Mike King, enterprise technologist of big data at Dell EMC, covered a variety of databases, unique advantages and disadvantages of each, usage, tidbits, strategy, and more during his presentation titled "Crafting Your Database Strategy for the Future" at Data Summit 2017.

Posted May 26, 2017

Data management is going through a paradigm shift—again, said Joe Caserta, president of Caserta Concepts, who delivered a keynote titled, "Architecting Data for the Modern Enterprise," at Data Summit 2017 in NYC.

Posted May 25, 2017

BI and analytics are at the top of corporate agendas. Competition is intense, and, more than ever, organizations are demanding faster access to insights about their customers, markets, and internal operations to make better decisions. However, they are also facing challenges in powering real-time business analytics and systems of engagement. Analytic applications and systems of engagement need to be fast and consistent, but traditional database approaches, including RDBMS and first-generation NoSQL solutions, can be challenging to maintain, and costly, according to Aerospike CTO and co-founder Brian Bulkowski in a presentation at Data Summit 2017.

Posted May 25, 2017

IBM has introduced a toolkit on Power Systems optimized for open source databases, including MongoDB, PostgreSQL, MySQL, MariaDB, Redis, Neo4j, and Apache Cassandra, to help deliver more speed, control, and efficiency for enterprise developers and IT departments.

Posted May 24, 2017

Oracle and Canonical are expanding their partnership to make certified Ubuntu images available on the Oracle Bare Metal Cloud Service. The collaboration represents an extension of the partnership that began in 2016 when the two companies partnered to bring Certified Ubuntu images to the Oracle Cloud Marketplace.

Posted May 17, 2017

InfluxData, provider of an open source platform built for metrics and events, has announced a common administrative UI and visualization experience across the InfluxEnterprise and open source platforms to support developers in building next-generation monitoring, analytics, and IoT applications faster and easier.

Posted May 09, 2017

Choices are pervasive when designing a database. The data modeler must progress through a series of issues: What ideas are important? Which objects stand out? Which concepts can take a back seat? Adding to all those decisions comes understanding the target structures one is shooting at. A normalized design may lean one way, while a dimensional design may lean another.

Posted May 05, 2017

EnterpriseDB has collaborated with Red Hat to accelerate access to the EDB Postgres Platform on Red Hat OpenShift Container Application Platform.

Posted May 02, 2017

Voting has opened for the 2017 Database Trends and Applications Readers' Choice Awards. Unlike other awards programs that rely on our editorial staff's evaluations, the DBTA Readers' Choice Awards are unique in that the winning information management solutions are chosen by you - the people who actually use them.

Posted April 26, 2017

IBM intends to make Docker Enterprise Edition (EE) available for Linux on IBM z Systems, LinuxONE, and Power Systems. Docker EE, a new version of Docker's container management platform, is designed to give developers and systems administrators a streamlined approach to building, running, and operating applications at scale.

Posted April 24, 2017

With the increasing volume, variety, and velocity of big data flowing into enterprises, they no longer have the ability to govern and synchronize all of their information. As a result, new processes must be put in place to quickly explore and assess data for value, says Joe Caserta, CEO and founder of Caserta Concepts. Caserta will present a keynote as well as a workshop at Data Summit 2017.

Posted April 24, 2017

Oracle has signed a definitive agreement to acquire Wercker, a company based in Amsterdam, Netherlands, that provides a Docker-native continuous integration and deployment automation platform for Kubernetes and microservice deployments.

Posted April 19, 2017

Oracle is collaborating with Docker to release its flagship databases, middleware, and developer tools into the Docker Store marketplace via the Docker Certification Program. This will enable developers to build cloud-native applications using Docker Enterprise Edition as their container platform and Oracle's databases and developer tools immediately available as Docker containers through the Docker Store.

Posted April 19, 2017

As mobile has pushed deeper into enterprises, there is a growing recognition that it may be possible to run significant parts of businesses from relatively small devices. While mobile devices may not be ready to run entire enterprises, in many cases, they certainly can run more limited functions.

Posted April 18, 2017

CA Technologies has completed the acquisition of Veracode, a provider of web, mobile and third-party applications across the software development lifecycle. The acquisition positions CA Technologies as leader in the Secure DevOps market. Under the terms of the agreement, the transaction is valued at approximately $614 million in cash.

Posted April 10, 2017

MapR Technologies has released an updated version of the MapR Ecosystem Pack (MEP) program, a set of open source ecosystem projects that support applications running on the MapR Converged Data Platform with inter-project compatibility.

Posted April 10, 2017

It is difficult to find someone not talking about or considering using containers to deploy and manage their enterprise applications. A container just looks like another process running on a system; a dedicated CPU and pre-allocated memory aren't required in order to run a container. The simplicity of building, deploying, and managing containers is among the reasons that containers are growing rapidly in popularity.

Posted April 07, 2017

Hadoop continues to gain meaningful traction and organizations are now anticipating onboarding their analytics and business intelligence to the platform. At Data Summit 2017, Josh Klahr, vice president of products at AtScale, will discuss what enterprises users need to know on being successful with business intelligence on big data.

Posted April 06, 2017

Cohesity, a provider of hyperconverged secondary storage, is receiving its largest funding to date, raising over $90 million in a Series C round co-led by investors GV (formerly Google Ventures) and Sequoia Capital, to expand sales and marketing to meet explosive customer demand. The investment will accelerate Cohesity's research and development of additional secondary storage use cases beyond data protection, with a special focus on analytics, test/dev, file services and object services.

Posted April 04, 2017

Teradata is launching an innovative database license model across hybrid cloud deployments, giving users more portability for deployment flexibility, subscription-based licenses, and simplified tiers with bundled features. With portable database licenses, Teradata customers can now have the flexibility to choose, shift, expand, and restructure their hybrid cloud environment by moving licenses between deployment options as their business needs change.

Posted April 04, 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 29, 2017

Hackolade, a Belgium-based provider of data modeling software for NoSQL and multi-model databases, has introduced a data modeling software tool for the Couchbase NoSQL database community. With this offering the standard features of Hackolade, used by NoSQL database users, have been adapted to support the specifications of Couchbase, and the release is compatible with Couchbase versions 4.0 through the latest 4.6 release.

Posted March 29, 2017

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