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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

Easy-to-understand monoliths are giving way to distributed systems: microservices, serverless, meshes, proxies, and every possible combination. These systems offer developers the freedom to build new features and technology faster, as they are no longer beholden to the elaborate release processes associated with monolithic architecture.

Posted February 27, 2020

Rockset, a real-time database built for the cloud, is ushering in new growth with several industry partnerships and continued product innovation. The company is entering several new partnerships and implementing technology integrations, including adding DynamoDB to search and analyze database change streams, Apache Kafka to analyze raw events in real time, and Tableau to visualize live data from a variety of sources.

Posted February 27, 2020

Registration is open for the seventh annual Data Summit conference, to be held in Boston, May 19-20, 2020, with pre-conference workshops on May 18. Data Summit focuses on both the business and technical aspects of data management and analysis and how it is transforming the business world. Early bird pricing is available now.

Posted February 27, 2020

Unravel Data, a data operations platform providing full-stack visibility and AI-powered recommendations, is releasing new migration, cost analytics, and architectural mapping capabilities for Unravel for Azure Databricks.

Posted February 26, 2020

SAP's co-innovation project with reinsurance company Swiss Re is adding new features, providing new reporting capabilities to its solution to help financial companies meet upcoming accounting standards, streamline accounting flows, and increase transparency and control.

Posted February 26, 2020

SAP is moving toward more customer-centric operations and introducing processes to successfully support customers in their digital transformation. To deliver both best-of-breed and best-of-suite, SAP is establishing six primary solution areas: SAP Customer Experience, SAP S/4HANA, People (SAP SuccessFactors), Intelligent Spend (inclusive of SAP Ariba, SAP Fieldglass, and SAP Concur), SAP HANA & Analytics, and Qualtrics. SAP Cloud Platform will serve as the underlying technology platform for all these areas.

Posted February 26, 2020

Kinetica, the provider of the Kinetica Active Analytics Platform for the modern digital economy, is releasing Kinetica Cloud, allowing users to utilize the full capabilities of the Kinetica platform in an optimal cloud environment.

Posted February 20, 2020

erwin has announced the availability of erwin Evolve, a configurable set of enterprise architecture and business process modeling and analysis tools. Whether documenting systems and technology, designing processes and value streams, or managing innovation and change, organizations require flexible and powerful enterprise architecture and business process tools that they can rely on for collecting the relevant information for decision making, said Martin Owen, erwin's senior vice president of product strategy.

Posted February 19, 2020

SolarWinds, a provider of IT management software, is adding Database Performance Monitor (DPM) to its IT operations management (ITOM) portfolio, enabling customers to manage on-premises, hybrid, and cloud-native databases through a single provider, and with both on-premises and SaaS delivery.

Posted February 19, 2020

VMware Virtual Volumes has gained increasing adoption from storage vendors since its release. Virtual Volumes can help provide many distinct capabilities for virtualized Tier 1 business critical Oracle workloads that have not been available with traditional storage.

Posted February 19, 2020

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. Voting on the nominees will begin in late March.

Posted February 18, 2020

Red Hat OpenShift Container Platform is generally available for IBM Z and IBM LinuxONE, reinforcing the agile cloud-native world of containers and Kubernetes with the security features, scalability, and reliability of IBM's enterprise servers.

Posted February 13, 2020

Clumio's, provider of authentic SaaS for enterprise backup, Enterprise Backup as a Service solution has attained VMware Partner Ready for VMware Cloud on AWS validation, allowing users to scale or move workloads to the cloud.

Posted February 13, 2020

Apps Associates, an Oracle cloud migration and managed services provider, is releasing Apps Pack, a proprietary suite of diagnostic and management tools for comprehensive control over the entire IT environment.

Posted February 13, 2020

GoodData, a provider of end-to-end analytics solutions, is now providing compliance with the new California Consumer Privacy Act (CCPA) within its flagship platform. By deploying GoodData, companies can be assured that they're not only getting robust analytics but state-of-the-art data governance policies, data security measures, regulatory controls, access measures, and data distribution capabilities—all taken care of for them by GoodData.

Posted February 10, 2020

Woolpert has been awarded an Esri Release Ready Specialty Partner status, recognizing that Woolpert is an early adopter of Esri technologies.

Posted February 10, 2020

While organizations are adopting cloud for some areas of their database estate, very few are migrating totally. DBAs now need to manage hybrid estates that combine on-premises and cloud deployments. No wonder that 23% of respondents see migrating to the cloud and integrating with the cloud as their biggest challenge over the next 12 months. Ensuring they have the ability to monitor their entire estate from a single tool is therefore vital if DBAs are to remain on top of their workloads.

Posted February 10, 2020

A good data modeler must know when there is something the users need to analyze, even when what that is is not necessarily obvious. Subtle dif­ferences abound between things in a state, versus actions taken to create or change states, versus the duration of a business object within or across states, versus business objects and the workflows containing them. Each of these subtleties drives differing metrics with distinct uses.

Posted February 10, 2020

The PICK MultiValue community recently celebrated another milestone as PICK date, a count of days since December 31, 1967, turned over to 19000. Developers using any of the MultiValue products will now start seeing current dates starting with 19 rather than 18 as they peruse raw data.

Posted February 10, 2020

Aiven, a startup that combines the open source technologies with cloud infrastructure, has raised $40 million in Series B funding, enabling the company to add new integrations and innovations.

Posted February 05, 2020

Looker, a data platform company, is introducing the Looker Certification program for people to get "Looker Certified." The program is launching with two exams that are available now - a LookML Developer Certification and a Business Analyst Certification - with additional exams to be rolled out over time.   

Posted February 04, 2020

Neo4j, a provider of graph technology, is releasing Neo4j 4.0, addressing unlimited scalability, intelligent data context, and enterprise-grade security.

Posted February 04, 2020

Quantum Corporation is entering into an agreement with Western Digital Technologies to acquire its ActiveScale object storage business. By acquiring the ActiveScale product line and talent, object storage software and erasure coding technology is now available in Quantum's portfolio and enables the company to expand in the object storage market. 

Posted February 03, 2020

Dynatrace, a software intelligence company, is collaborating with Google and Microsoft on the OpenTelemetry project to shape the future of open standards-based observability.

Posted January 30, 2020

Today's enterprise clouds are evolving, and businesses need to evolve with them by embracing the next-generation cloud model. As a new year—and a new decade—unfolds, here are 5 predictions from Oracle on how new technologies and business models are changing.

Posted January 30, 2020

LightStep, a provider of observability software, today announced the release of its Service Health for Deployments solution to help developers quickly and easily identify and remediate service health issues during and after a deployment. With LightStep's solution, developers can monitor performance regressions to their services during and after a deployment, gaining visibility into the latency, error ratio, and throughput changes to their operations.

Posted January 29, 2020

Pepperdata, a provider of Analytics Stack Performance (ASP) tools, is releasing Query Spotlight, making it easy for operators and developers to understand the detailed performance characteristics of their query workload along with infrastructure-wide issues that impact these workloads.

Posted January 28, 2020

Collibra, the Data Intelligence company, is launching Collibra Lineage, enabling organizations to better understand where data comes from and how it flows and transforms as it moves across the enterprise. The launch also marks the integration of SQLdep, the automated technical lineage provider that Collibra acquired in July 2019.

Posted January 27, 2020

Confluent, Inc., an event streaming platform provider, is releasing Confluent Platform 5.4, helping organizations make event streaming the central nervous system of their business. With Confluent Platform 5.4, organizations now have the security, resilience, and storage they need to extend what's possible with their event streaming platform for their business and customers.

Posted January 23, 2020

With version X4, MariaDB Platform simplifies and streamlines the process for using transactional and analytical storage engines together to deliver smart transactions. MariaDB Platform X4 uses native replication to synchronize dual data storage for the best reliability and availability. A single line installation means developers can start using smart transactions instantly without complex setup and configuration.

Posted January 15, 2020

The Open Mainframe Project (OMP), an open source initiative that enables collaboration across the mainframe community to develop shared tool sets and resources, continues to see rapid growth with a new project , Polycephaly, and the addition of new members. The project  (formally zJenkins) is based on IBM IBM Dependency Based Build (DBB) using Groovy script to build z/OS applications with Jenkins and Git, and three academic institutions from China: Beijing Institute of Technology, South China University of Technology, and Xidian University.

Posted January 13, 2020

Application developers typically do not spend a lot of time on optimizing performance. Their focus is on writing code that matches the project specifications and delivers the expected results. So, it makes sense that SQL performance testing should be conducted on all programs before they are migrated to a production environment, or you will likely experience performance problems

Posted January 13, 2020

erwin, the data governance company, is releasing an updated version of erwin Data Modeler (erwin DM), introducing new innovation across its enterprise modeling and data governance suites.

Posted January 08, 2020

There are many scripting languages out there, with the latest being Flux by InfluxData. Flux is a functional data scripting language designed to accommodate a wide array of data processing and analytical operations. DBTA recently held a webinar with Scott Anderson, technical writer, InfluxData, who discussed the origins of Flux, key concepts, basic Flux syntax and more.

Posted January 06, 2020

When applied implementation efforts are not efficient, more often than not, the inefficiencies are due to the interference of an imp known as "churn," i.e., implementation wheels spinning away and not actually making progress. Churn is bad. Churn is one of the most destructive circumstances for any IT project. Churn may raise its ugly head at any point where a project requirement or need is left unclear.

Posted January 02, 2020

In 2019 artificial intelligence and machine learning continued its upward trajectory in the market, promising to change the future as we know it. To help support data management processes and decision making, artificial and augmented intelligence is being infused into products and services. Machine learning sits in the center of all AI conversations, as combining machine learning with AI and cognitive technologies can make it even more effective in processing large volumes of information. Both technologies can lead to automation of tasks inside and outside the enterprise-another subject that promises to make waves in the future.  Here, executives of leading companies offer 10 predictions for what's ahead in 2020.

Posted December 20, 2019

Ontotext is updating its signature platform with new GraphQL interfaces to make it easier for application developers to access knowledge graphs without tedious development of back-end APIs or complex SPARQL. The underlying Semantic Object service implements an efficient GraphQL to SPARQL translation optimized for GraphDB, as well as a generic configurable security model.

Posted December 17, 2019

It is said that form follows function in architecture, and we are seeing something similar in IT, where job titles follow current trends. So move over data scientist. The "contextualist" is here. We have a lot of shifts in IT, and today we are at the dawn of Industrial Revolution Number Four. This revolution started in the communications industry about a decade ago, with advances in mobile technology that helped disrupt the traditional media world by offering online news and entertainment.

Posted December 16, 2019

Qualitest, a software testing and quality assurance company, has acquired AI and machine learning company AlgoTrace, marking the first step of Qualitest's growth strategy following an investment from Bridgepoint earlier this year.

Posted December 11, 2019

Oracle OpenWorld, which has for many years been held in San Francisco during the month of September or October, is moving to Las Vegas. "Oracle is excited to offer a modern, state-of-the-art experience for attendees at Oracle OpenWorld and Code One 2020 in Las Vegas," an Oracle spokesperson said in a written statement. "The city and its vast amenities are tailor-made for hosting large-scale events, and we look forward to bringing the industry's most comprehensive technology and developer conference to America's premier hospitality destination."

Posted December 11, 2019

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