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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

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 March 27, 2019

A.M. Turing Award Laureate and database technology pioneer Michael Stonebraker will deliver the opening keynote at Data Summit 2019. The sixth annual Data Summit conference will be held in Boston, May 21-22, 2019, with pre-conference workshops on May 20. Registration is now open.

Posted March 27, 2019

Informatica, a provider of enterprise cloud data management, is introducing more than 150 new features and AI-driven innovations across five key segments in its platform, enabling enterprises to unleash the power of their intelligent data at scale and accelerate their digital transformations. The innovations, built on a unified, modular, and microservices-based platform powered by the Informatica CLAIRE engine, provide enterprise-wide collaboration across business and IT and in serverless, multi-cloud and hybrid environments.

Posted March 27, 2019

TigerGraph is releasing an updated version of its signature platform, combining graph pattern matching with real-time deep link analytics -- a unique mix ideal for fraud and money laundering detection, security analytics, personalized recommendation engines, artificial intelligence and machine learning.

Posted March 25, 2019

Every day, more technology surrounds us.  Things that were once fiction, are now everyday occurrences.  None of this is by accident or happenstance, this is only through the work of many professionals and even amateurs in the fields of engineering, electronics, and computer science.

Posted March 20, 2019

In many organizations, database professionals are taking on multiple roles, often combining developer and administrator tasks into one job. Ideally businesses should look to invest in a single tool that can simplify database access, management, and development, while also reducing complexity and improving productivity.

Posted March 18, 2019

NVIDIA will acquire Mellanox after reaching a definitive agreement, uniting two high-profile companies in high-performance computing (HPC). With the addition of Mellanox, NVIDIA says, it will optimize data center-scale workloads across the entire computing, networking, and storage stack to achieve higher performance, greater utilization, and lower operating cost for customers.

Posted March 18, 2019

DBAs already undertake a large load in the enterprise and cloud is the latest factor changing how DBAs operate. As cloud gains momentum and migrations of applications and databases become more common, the question is often asked "Does cloud mean the end of the DBA?" DBTA recently held a webinar with Francisco Munoz Alvarez, director of innovation, Data Intensity, an Oracle partner, who discussed how cloud is bringing about that evolution and what today's DBAs must know to be successful in a cloud-enabled future.

Posted March 15, 2019

ArangoDB, an open source native multi-model database, has raised $10 million in a Series A financing, led by Bow Capital, that will allow it to accelerate product development and revenue growth by further expanding its engineering and sales teams to more heavily support its customers and community in the U.S. The company will continue to build-up community support, marketing, human resources as well as sales in Silicon Valley. The main software and product development will continue to be driven from Cologne, Germany.

Posted March 14, 2019

COLLABORATE is where Oracle users and IT decision makers find practical solutions for today and create strategies for tomorrow. This conference empowers users of Oracle business applications and database software to gain greater value from their Oracle investments through real-world education and networking.

Posted March 12, 2019

From April 7-11th, Oracle users from across the world will gather in San Antonio for the largest user-led, user-focused event where they'll get the real story about Oracle products and experience in-depth education and networking to take their Oracle product impact to the next level.

Posted March 12, 2019

One week is all you need. One week at COLLABORATE 19: Technology and Applications Forum for the Oracle Community equips Oracle users with expertise and insight to accelerate performance and maximize Oracle investments. At COLLABORATE 19, April 7-11 in San Antonio, Texas, the OAUG delivers expert on-prem Oracle Applications knowledge and the latest guidance for the Cloud so users can innovate with their current Oracle solutions and strategically plan for the future. Users share lessons learned from real-life implementations, and solutions providers offer a look at the latest, greatest new products.

Posted March 12, 2019

From AI and machine learning to data discovery and real-time analytics, creating a strong data architecture strategy is critical to supporting an organization's data-driven goals. DBTA recently held a roundtable webinar with Michael Coburn, product manager, PMM, Percona; Tyler Mitchell, senior product marketing manager, Couchbase; and Max Neunhöffer, senior developer and architect, ArangoDB, who discussed the top trends in modern data architecture for 2019.

Posted March 06, 2019

Enterprise application teams are facing pressure to release applications more quickly, but most enterprises still have a manual process for reviewing, validating, and deploying database changes. This creates a bottleneck for business innovation and improving CX.

Posted March 06, 2019

RDX, an independent provider of managed database and cloud services, is acquiring ClearDB, further expanding RDX's Database-as-a-Service platform capabilities. Based in Plano, Texas, ClearDB is a Database-as-a-Service (DBaaS) provider that has deployed and managed more than one million cloud-based databases worldwide through its software platform, and is a private MySQL-as-a-Service provider.

Posted March 06, 2019

BMC has released the Control-M 19 solution, the next evolution of the company's application workflow orchestration product. The new update of Control-M is aimed at helping customers release critical business services and achieve data-driven outcomes faster, and streamline workflows across diverse infrastructures.

Posted March 05, 2019

Clarity of vision is absolutely the most important part of database design. The data architect must understand the shape and patterns of the data being modeled. This lucidity arises when the designer understands the subject area, the goals of the target database, the nature of the data sources involved, and the internal lifecycle of the database objects in scope.

Posted March 04, 2019

The flexibility, agility and ultimate cost of machine learning projects can be significantly impacted by data logistics and dependencies, according to Jim Scott, VP, Enterprise Architecture, at MapR. By improving how they pursue machine learning, Scott contends, organizations can attain benefits in both long-term costs and maintenance.

Posted March 04, 2019

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. The nominating process will conclude on Wednesday, March 13, 2019, so be sure to nominate your favorite products now!

Posted February 27, 2019

Data Summit brings together IT practitioners and business stakeholders from all types of organizations. This year, A.M. Turing Award Laureate and database technology pioneer Michael Stonebraker will deliver the opening keynote titled "Big Data, Technological Disruption, and the 800-Pound Gorilla in the Corner."

Posted February 21, 2019

Waterline Data, a provider of data cataloging solutions and applications, is releasing the latest version of the Waterline Data AI-driven Data Catalog (AIDC). Leveraging Waterline's newly-patented Fingerprinting technology, AIDC 5.0 adds to Waterline's ability to catalog individual data items, automatically and at scale, by now allowing organizations to work with related datasets across the enterprise for far deeper and cleaner insights for analytics than any other catalog can provide.

Posted February 11, 2019

If you haven't been paying a lot of attention, you might have missed the rise of a new form of virtualization, based at the operating system level, called "containers." While there are many specific software programs, by far the most prominent is Docker. So, from here on out, consider "Docker" and "container" to be synonymous.

Posted February 08, 2019

In dimensional modeling, business events are typically designated as facts while descriptive information elements are dimensions. However, events (or information about them) occasionally serve as dimensions as well as facts. A good data architect must watch their p's and q's and be certain when it is appropriate for a fact to also serve as a dimension—or when the dual function is not appropriate.

Posted February 08, 2019

Platform9, a provider of a SaaS-managed hybrid cloud, is introducing a managed Kubernetes service on VMware vSphere with Platform9 Managed Kubernetes. Platform9 Managed Kubernetes (PMK) allows enterprises to be up and running in less than an hour with Kubernetes on VMware that is both simple to use and production-ready.

Posted February 04, 2019

How do you prepare for the unexpected with your Oracle environments? Or ensure that you can meet SLAs for restoring critical data in your production Oracle databases?

Posted January 31, 2019

Alfresco, an open source provider of process automation, content management, and information governance software, is releasing an updated version of its Application Development Framework. ADF 3.0 extends Alfresco's content market leadership with significant performance enhancements designed to increase user satisfaction and adoption, serve up deeper insights securely, and connect content, processes and people more rapidly.

Posted January 31, 2019

Express Scripts provides pharmacy and medical benefits management, specialty pharmacy care, and everything in between. The company seeks to uncover opportunities to make healthcare better and they rely on the uptime and availability of data to be a market leader. This is where Quest comes in. In a recent DBTA webinar, Mertz and Jason Hall, Jason Hall senior technical sales engineer, Quest Software, explained how Quest helped Express Scripts manage its database and prepare for the future.

Posted January 25, 2019

It is essential to have access to detailed, real-time information on the performance of database servers and databases. Database performance problems affect the business-critical applications that they support. These issues were considered during a recent webinar featuring Patrick O'Halloran, senior sales engineer, IDERA, who discussed the use of SQL Diagnostic Manager for MySQL to ensure application responsiveness and database security.

Posted January 22, 2019

From self-service data preparation and real-time data streaming, to the Internet of Things and Artificial Intelligence, the world of big data and analytics continues to evolve. DBTA recently held a roundtable webinar with Clive Bearman, director of product marketing, Attunity; Greg Davoll, VP of product marketing, Alteryx; and Clarke Patterson, head of product marketing, StreamSets, who discussed upcoming challenges and opportunities in 2019.

Posted January 14, 2019

Databases offer a lot of metrics. How does the enterprise go about wading through it all to uncover the insights businesses and customers are looking for? DBTA recently held a webinar with Katy Farmer, developer advocate, InfluxData, who discussed which metrics can offer insight into the database and why they matter.

Posted January 11, 2019

OneLogin, a provider of Unified Access Management, is closing $100 million in growth financing which will be used to accelerate the growth of new products and innovations.

Posted January 10, 2019

As the tech world continues to change, so too is the evolution of data warehousing. Enterprises today need flexibility, agility and scalability. The goal of modern data warehousing is to not only deliver insights faster to more users, but provide a richer picture of your operations afforded by a greater volume and variety of data for analysis.

Posted January 02, 2019

More harm than good has been done to software development by letting the planning dates drive the work instead of having the work drive the dates. This planning-date-driven approach causes more stress, more bad decisions, more rework, more failed projects than all other causes combined.

Posted January 02, 2019

Big data continues to be top of mind while new technologies are also emerging to reel in and uncover important insights. In 2018, a variety of solutions came to the fore and 2019 is setting the stage for another data explosion. Here, several experts in the big data space offer their predictions for what's ahead in 2019.

Posted January 02, 2019

MongoDB recently released the beta offering of its native data visualization tool, MongoDB Charts, on its cloud database-as-a-service, MongoDB Atlas, which runs on runs on Amazon Web Services, Microsoft Azure and Google Cloud Platform. According to the vendor, the new feature allows users to quickly create data visualizations and share them with their teams with no code to write, no tools to configure and no data movement or duplication.

Posted December 19, 2018

ArangoDB, an open source native multi-model database, is releasing ArangoDB 3.4, enabling developers to efficiently interact with multiple data models by using just one technology and one query language. Major new enhancements in ArangoDB 3.4 include ArangoSearch, a feature which transforms ArangoDB, when combined with traversals or joins in AQL, from a data retrieval to an information retrieval solution;  and full GeoJSON Support enabled by a Google S2 Geo Index library integration.

Posted December 06, 2018

Looker closed a Series E financing round of $103 million that will continue to help boost the company and upcoming innovations. This latest funding round is being led by Premji Invest, with new investment from Cross Creek Advisors and participation from Looker's current investors.  Looker has raised a total of $280.5 million since 2013.

Posted December 06, 2018

Data mart builders must understand what they are working to accomplish. The DBMS is not going to magically guide them to a solution. The builder is responsible for knowing how dimensional techniques work, why they work, and what options may exist within the dimensional framework.

Posted December 04, 2018

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