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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

Experts from SS&C joined DBTA's webinar, Agentic Automation in Action: The AI Force Reshaping the Future of Medicine and Mega-Insurers, to discuss the way SS&C's Agentic Automation model delivers faster value within complex, regulated workflows paired with real-world success stories. 

Posted July 02, 2025

Kusari, a leading innovator in software supply chain security, is releasing Kusari Inspector, an artificial intelligence (AI)-based pull request security tool that brings cutting-edge security risk analysis directly into developers' daily workflows. With Kusari Inspector, Kusari is bringing together a powerful combination of industry standards, AI, and dependency graph analysis, to help organizations detect software supply chain risks early during the pull request process, and address them before code integration, according to the company.

Posted July 02, 2025

For Oracle database administrators (DBAs), one of the most critical yet routine tasks is managing backups. Recovery Manager (RMAN), Oracle's native tool for backup and recovery, remains the go-to solution due to its robustness and flexibility. However, as database sizes grow and uptime demands increase, optimizing RMAN performance becomes essential.

Posted July 02, 2025

Oracle announced that AI innovators across the world are using Oracle Cloud Infrastructure (OCI) AI infrastructure and OCI Supercluster to train AI models and deploy AI inference and applications. Companies such as Fireworks AI, Hedra, Numenta, Soniox, and hundreds of other leading AI innovators have selected OCI for its scalability, performance, cost efficiency, choice of compute instances, and control over where to run their AI workloads, according to Oracle.

Posted July 02, 2025

Inside any database management system (DBMS), one can designate a specific data item as "null." The null represents the "existence" of a non-value, the nonexistence of a value, or…nothing. This sounds a bit like an oxymoron, a nonvalue value, but there it is. Each DBMS has its own implementation of null support, so what it does to be able to share with you that "there is no value" can differ. For example, rather than a value, there may be a group of bit flags associated with an individual data element, with one of those bits being an "I am null" flag. And because every DBMS has its own way of doing this, it is best not to think that by using a null, one is greatly saving on space usage. Space may be saved, or maybe not so much.

Posted July 02, 2025

The Overture Maps Foundation, a collaborative effort to build interoperable open map data, is offering the general availability of its Global Entity Reference System (GERS)—providing a unique ID for every geospatial entity, making it easier to build richer mapping solutions across industries such as automotive, local search, urban planning, ride-sharing, logistics, and more.

Posted June 30, 2025

IBM and RIKEN, a national research laboratory in Japan, today unveiled the first IBM Quantum System Two ever to be deployed outside of the United States and beyond an IBM Quantum Data Center. The availability of this system also marks a milestone as the first quantum computer to be co-located with RIKEN's supercomputer Fugaku—one of the most powerful classical systems on Earth, IBM said.

Posted June 30, 2025

Kioxia Corporation, a world leader in memory solutions, announced the prototype development and demonstration of its new KIOXIA CD9P Series PCIe 5.0 NVMe SSDs. These next-generation drives are the latest SSDs built with Kioxia's 8th generation BiCS FLASH TLC-based 3D flash memory.

Posted June 30, 2025

Parsons Corporation, in partnership with IBM, is being tapped by the government to offer a brand new, state-of-the-art air traffic control system. By combining Parsons' deep FAA experience, proven large-scale program delivery success, and systems engineering and integration capabilities with IBM's federal government and cross industry, systems integration experience, the collaboration aims to lay the foundation for a safer, more resilient aviation ecosystem. 

Posted June 30, 2025

The Splunk Threat Research Team is releasing v4.0 of Splunk Attack Range, an open source project that allows security teams to spin up a detection development environment to emulate adversary behavior and use the generated telemetry data to build detections in Splunk.

Posted June 27, 2025

Devart is releasing dbForge 2025.1, updating dbForge tools for all database systems, including SQL Server, MySQL, Oracle, and PostgreSQL along with the introduction of an AI-powered assistant. The dbForge AI Assistant is integrated into dbForge tools and offers context-aware query generation.

Posted June 26, 2025

The Linux Foundation is forming the Agent2Agent project with Amazon Web Services, Cisco, Google, Microsoft, Salesforce, SAP, and ServiceNow to foster an open and interoperable ecosystem for AI agents with the Agent2Agent (A2A) protocol and other interoperability technology.

Posted June 26, 2025

For several years now, cloud computing has been heralded as the ultimate solution for IT infrastructure, promising scalability, flexibility, and cost savings. Organizations of all sizes rushed to the cloud, enticed by its pay-as-you-go pricing and freedom from on-prem hardware constraints. However, an interesting shift is occurring: Some organizations are repatriating workloads from the cloud back to on-prem or hybrid environments. This phenomenon, known as cloud repatriation, is challenging the assumption that "cloud-first" is always the best strategy.

Posted June 26, 2025

Syncfusion, Inc., the enterprise technology provider of choice, is releasing Code Studio, an AI-powered code editor that enables development teams to move from concept to production faster and with greater cost efficiency while meeting enterprise standards for quality, security, and intellectual property (IP) exposure. 

Posted June 25, 2025

If you're reading this, you're likely an expert in something database related. You know everything there is to know about SQL, Microsoft Azure, data analytics, maybe more. Perhaps you're an IT specialist who knows your company's digital infrastructure from end to end. If you've spent some years in your role, you've realized that, in addition to your technical know-how, you've probably had to develop another set of skills—interpersonal ones.

Posted June 25, 2025

The U.S. government's recent tariffs on imported goods sent ripples across the U.S. manufacturing, distribution, and logistics sectors. As costs rise and margins tighten, organizations are being forced to reevaluate supply chains, pricing strategies, and inventory planning, Kore said in a recent blog post. At Kore, the company believes that data automation, digital transformation, and application integration are keys to increasing operational efficiency, in turn mitigating the negative impacts of tariffs on goods.

Posted June 25, 2025

After the successful launch of Informer 2025.1, Entrinsik is gearing up to roll out 2025.2 soon. The upcoming updates highlight the modernization of Informer's core server architecture. By using Node.js, Hapi, and Highcharts, Informer is now providing faster performance across the board.

Posted June 25, 2025

Teradata, the provider of the most complete cloud analytics and data platform for AI, is unveiling Teradata AI Factory, a purpose-built, integrated solution for delivering Teradata's cloud-based AI/ML capabilities to on-prem deployments.

Posted June 24, 2025

Observo AI, an AI-native data pipeline company, and GuidePoint Security, a cybersecurity solutions leader, are partnering to bring advanced AI-powered security data pipeline capabilities to more enterprise customers. According to the vendors, this partnership delivers critical capabilities to large enterprises, financial services, healthcare, retail and ecommerce, and manufacturing organizations looking to modernize their security operations.

Posted June 20, 2025

DBTA's webinar, The Future of Data Platforms: Faster, Smarter, Easier, experts explored both the bright future and the nuanced complexities of modern data platforms, ultimately paving the way for increasingly scalable, cloud-native, and AI-ready solutions.

Posted June 19, 2025

From Surviving to Thriving With GenAI in Production: Lessons To Successfully Scale Your Data Layer, DBTA's latest webinar, featured the expertise from Amy Ghate, solutions architect, Elastic, and Virginia Stehle, solutions architect, Unstructured, as they explored how to build robust, clean GenAI data systems, from proper ETL pipeline creation to connecting data to downstream retrieval-augmented generation (RAG) apps.

Posted June 18, 2025

EnterpriseDB (EDB), the leading Postgres data and AI company, is announcing significant enhancements to EDB Postgres AI (EDB PG AI), the platform designed to help enterprises deploy and scale AI securely and compliantly across their Postgres environments.

Posted June 18, 2025

AI is no longer a speculative technology; it is a practical tool with clear, transformative implications for cyber resilience (CR) and disaster recovery (DR). While AI's potential is often overstated, its measured and strategic application can directly address some of the most persistent challenges in safeguarding organizational data and ensuring business continuity.

Posted June 18, 2025

xAI has selected Oracle to offer xAI's Grok models via Oracle Cloud Infrastructure (OCI) Generative AI service for a wide range of use cases, including content creation, research, and business process automation. xAI will also leverage the scalability, performance, and cost efficiency of OCI's leading AI infrastructure to train and run inferencing for its next-generation Grok models.

Posted June 18, 2025

Oracle is launching the Oracle Defense Ecosystem, a first-of-its-kind global initiative to redefine the delivery of defense and government technology innovation. The ecosystem is designed to strengthen U.S. and allied national security and help accelerate the disruptive potential of emerging defense technology by creating new opportunities for defense innovators to leverage the latest cloud and AI technologies.

Posted June 18, 2025

Cloudera, provider of a hybrid platform for data, analytics, and AI, is joining the AI-RAN Alliance, a global consortium committed to integrating AI into telecommunications infrastructure.

Posted June 17, 2025

Superblocks, the leading platform for secure enterprise application development, is announcing an expanded partnership with Databricks, yielding a native integration between Superblocks' multi-modal development experience and the Databricks Data Intelligence Platform.

Posted June 16, 2025

IBM unveiled its plans to build the world's first large-scale, fault-tolerant quantum computer, setting the stage for practical and scalable quantum computing. Estimated to be delivered by 2029, IBM Quantum Starling will be built in a new IBM Quantum Data Center in Poughkeepsie, New York and is expected to perform 20,000 times more operations than today's quantum computers.

Posted June 16, 2025

Hirundo, specialists in "machine unlearning," announced it has raised $8M in a recent seed funding round, enabling the company to continue developing solutions to "make AI forget" poisoned, malicious, and confidential data from trained AI models, biases, as well as hallucinations that pump out misinformation.

Posted June 12, 2025

Change is happening, and it's happening so fast that even the most seasoned data managers and professionals can't keep up. New technologies, along with new approaches to data management, are restructuring—and reimagining—data-related jobs. Industry leaders are expressing astonishment at the speed in which the data world is changing. "I'm witnessing something that's going to make everything different," said Milan Parikh, lead enterprise architect at Cytel.

Posted June 12, 2025

Panther Protocol is releasing its codebase as open-source software, following a successful security audit conducted by Veridise, a leader in blockchain auditing. This launch offers access to Panther's industry-leading Zero-Knowledge technology to build DeFi solutions that meet customizable regulatory requirements and users' on-chain data privacy needs, according to the company.

Posted June 11, 2025

Speedata, provider of an Analytics Processing Unit (APU) is designed to accelerate big data analytic workloads, today announced the launch of its breakthrough chip as well as the closing of its $44 million Series B funding round, bringing its total capital raised to $114 million.

Posted June 05, 2025

Following the explosive growth of AI initiatives at all levels of various organizations last year, tech leaders have pinpointed digital trust as a crucial challenge in software development for 2025, according to the sixth annual "Reveal Survey Report: Top Software Development Challenges for 2025" survey from Infragistics. To help bring new resources and innovation to light, each year, Database Trends and Applications magazine presents the DBTA 100, a list of forward-thinking companies seeking to expand what's possible with data for their customers.

Posted June 04, 2025

Pegasystems Inc., The Enterprise Transformation Company, is unveiling a variety of agentic AI enhancements to Pega Infinity App Studio and its entire portfolio, that intelligently guide developers through application development, enabling enterprises to innovate and to go to market faster. These announcements were made at PegaWorld 2025.

Posted June 04, 2025

Lyntia Networks, a leading neutral operator in the wholesale telecom sector, announced it is relying on Oracle solutions to help meet its ambitious growth in the highly competitive infrastructure and connectivity markets.

Posted June 04, 2025

As today's database administrators (DBAs) manage the complexity of modern database environments, particularly containerized systems, they must lean into smart automation to transform database management. When DevOps teams and DBAs combine effective automation with Microsoft SQL Server use, it allows organizations to experience better server monitoring and increase server performance while removing common hurdles to software development.

Posted June 04, 2025

IBM has updated its LinuxONE mainframes, using the same hardware as its new z17 mainframe platform but designed to run on Linux operating systems, with the focus on artificial intelligence. The LinuxONE Emperor 5 is the fifth generation of IBM LinuxONE iron and comes three years after the release of the last generation. The new Emperor has been updated for improved security, cost-efficiency, and AI acceleration of mission-critical enterprise workloads.

Posted June 02, 2025

In the realm of data modeling, many-to-many relationships are often considered an "odd duck." Unlike one-to-one or one-to-many relationships, which can be directly implemented in physical database schemas, many-to-many relationships must remain in the abstract, the conceptual, the supernatural, and never the physical. This insubstantial nature makes them troublesome for greener data modelers.

Posted June 02, 2025

Experts from Informatica joined DBTA's webinar, Emerging Data Management Foundations for AI Agent Success, to assess the implications that adopting AI agents has on data infrastructure, offering best practices, new strategies, and essential tips.

Posted May 30, 2025

Infragistics, a leading global provider of tools and solutions to accelerate application design and development, is releasing Infragistics Ultimate 25.1, the company's flagship UX and UI product with enhanced features offering a comprehensive library of enterprise-grade UI controls and including the exclusive low-code WYSIWYG App Builder for developing modern, high-performance, and engaging apps across major frameworks.

Posted May 30, 2025

In the age when data is everything to a business, managers and analysts alike are looking to emerging forms of databases to paint a clear picture of how data is delivering to their businesses. The challenge is an insatiable demand from businesses for AI capabilities, which rely on access to data that has be reliably vetted and relevant to the prompts or queries at hand. Graph databases and knowledge graphs—especially when combined—fulfill this role.

Posted May 29, 2025

Migrating from Oracle E-Business Suite (EBS) to Oracle Cloud Applications is a strategic move for many enterprises. It promises agility, scalability, and access to innovation—but it also introduces challenges, especially when it comes to reporting.

Posted May 29, 2025

Ataccama, the data trust company, is releasing Ataccama ONE data trust platform v16.1, introducing powerful data lineage and connectivity capabilities, including enhanced diagram export for audit and compliance use cases and improved lineage visualization tools. Additionally, the platform update also expands pushdown processing for cloud platforms, such as Azure Synapse and Google BigQuery.

Posted May 28, 2025

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