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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

IBM announced that two IBM-developed algorithms have been officially formalized within the world's first three post-quantum cryptography standards, which were published by the U.S. Department of Commerce's National Institute of Standards and Technology (NIST). The official publication of these algorithms marks a crucial milestone to advancing the protection of the world's encrypted data from cyberattacks that could be attempted through the unique power of quantum computers, which are rapidly progressing to cryptographic relevancy.

Posted August 26, 2024

Tabnine, the originators of the AI code assistant category, is announcing several ecosystem updates that forward Tabnine's mission to help developers maintain control over code while future-proofing AI investments. These announcements—which include a new platform partnership with Broadcom Inc., an integration with IBM, and an extension of existing partnerships with Amazon Web Services (AWS), DigitalOcean, Google Cloud, and Oracle Cloud Infrastructure (OCI)—culminate in driving controlled, flexible, AI-powered coding for enterprises' infrastructures of choice.

Posted August 26, 2024

FICO, the company powering decisions that help people and businesses around the world prosper, is announcing new enhancements for the FICO Platform—the next generation, applied intelligence platform to power customer connections. These updates address the ongoing data complexities of growing enterprises, improving real-time decision-making, productivity, and overall efficiency.

Posted August 23, 2024

Regular readers of this column are aware that I am a proponent of getting rid of bad database standards. But sometimes it can be difficult to determine if a particular standard is bad, or just a lot of trouble to comply with! Well, what am I getting at here? Have you ever been thwarted by a global fiat from management? Of course you have, we all have. But I'm talking about a particular type of dictum from above. Something like this: "New software installations, including updated versions and releases, must be supported by current tooling before they can be installed."

Posted August 21, 2024

Hasura, the data API and GraphQL leader, is debuting a series of enhancements designed to support the process of connecting large language models (LLMs) to highly diverse enterprise data. With new features that expand on the Data Delivery Network (DDN), Hasura forwards a metadata-driven, federated data access layer capable of streamlining governance to effectively support AI initiatives.

Posted August 19, 2024

NETSCOUT SYSTEMS, INC., a leading provider of performance management, cybersecurity, and DDoS attack protection solutions, is debuting a new initiative centered on delivering the high-quality, curated data necessary to support AIOps across the enterprise. By leveraging its existing partner ecosystem—including Cisco, Palo Alto Networks, ServiceNow, Splunk, and more—NETSCOUT's Omnis AI Insights solution will produce AI-ready data that effectively serves business-critical operations, said the company.

Posted August 16, 2024

KDNuggets, a community site for data professionals, ranked "We Don't Need Data Scientists, We Need Data Engineers," by Mihail Eric, a venture capitalist, researcher, and educator, as its top story of 2021. This sentiment holds even more true today, especially with the unending rush to leverage both generative and predictive AI within enterprise operations. Without the right kind of data, AI is dead in the water.

Posted August 15, 2024

In an era marked by rapid urbanization and technological advancement, the concept of smart cities has captured the imagination of urban planners, technologists, and policymakers worldwide for over a decade. As cities grapple with the challenges of accommodating growing populations, managing resources efficiently, and improving quality of life, a new paradigm is emerging that promises to revolutionize urban living: the cognitive city. At the heart of this transformation lies the game-changing potential of generative AI, poised to unlock the true potential of smart cities and usher in a new age of urban intelligence.

Posted August 15, 2024

Fusion Risk Management (Fusion), a provider of cloud-based operational resilience, business continuity, and risk management solutions, is releasing its new Scenario Simulation and Intelligence suite—enabling companies to simulate thousands of possible scenarios against their resilience plans and strategies to identify points of weakness at scale.

Posted August 14, 2024

With the recent AI boom, data is being created and generated at unprecedented rates. Per the latest estimates, 402.74 million terabytes of data are created each day. This increase calls for a paradigm shift in company efficiency—quickly enabling enterprises to uncover quality insights and effective organization of this data. To help organizations progress along their data-driven journeys, each year, DBTA presents the Readers' Choice Awards, which provide the opportunity to recognize companies whose products have been selected by the experts—our readers!

Posted August 13, 2024

deepset, the mission-critical AI company, is unveiling deepset Studio, a free, user-friendly enabler of custom AI development that abstracts the rampant complexities from AI pipeline development. With a visual, drag-and-drop environment, engineering and data teams can create robust, composable AI systems with ease—including agentic and retrieval augmented generation (RAG) apps—which are immediately deployable within cloud and on-prem environments via deepset Cloud and NVIDIA AI Enterprise software.

Posted August 12, 2024

There is a confluence of activity—including generative AI models, digital twins, and shared ledger capabilities—that are having a profound impact on helping enterprises meet their goal of becoming data driven. Capturing data, converting it into the right insights, and integrating those insights quickly and efficiently into business decisions and processes is generating a significant competitive advantage for those who do it right.

Posted August 08, 2024

With today's data-driven practices and AI demands, there has never been more pressure on data managers and professionals to deliver real-time, high-quality information when and where it is needed. Many organizations are struggling to achieve such a level of "data management maturity," in which data is provided on an agile, automated basis.

Posted August 08, 2024

Everyone likes a diagram. Diagrams often help make an issue clear—except when they don't. There are plenty of diagrams that really do not convey information to the viewer, and that is a sad state for any diagram to find itself in. Maybe, just maybe, not everyone has the proper temperament to create a useful diagram? Before composing a diagram, the diagram-builder needs to be clear about what viewers of the created diagram should gain from viewing it.

Posted August 08, 2024

In Douglas Adams' Hitchhiker's Guide to the Galaxy, various alien races were able to communicate with each other thanks to the Babel Fish, which, when placed in one's ear, decoded brainwave emanations from one species to provide instantaneous translation to the other. In Star Trek, a "universal translator" allowed instantaneous translation between any alien species and humans. Until recently, these universal translators have existed only in the domain of science fiction.

Posted August 08, 2024

Ampere and Oracle Cloud Infrastructure (OCI) are releasing second-generation Ampere-based compute instances, OCI Ampere A2 Compute, based on the AmpereOne family of processors. The new offering builds upon the success of OCI Ampere A1 Compute instances, which have been adopted by OCI customers and deployed across over 100 OCI services, including Oracle Database services like HeatWave, MySQL, as well as Oracle Cloud Applications.

Posted August 07, 2024

Hazelcast, Inc., a leading software provider powering mission-critical applications that move the economy, is debuting vector search capabilities for its flagship product, the Hazelcast Platform. Now providing the necessary tools for Hazelcast users to modernize for the AI era, Hazelcast Platform 5.5 enables a variety of new use cases—including semantic search, fraud detection, and retrieval augmented generation (RAG)—as well as additional advancements in compute, resilience, and continuity.

Posted August 02, 2024

Data experts joined DBTA's webinar, The Role of Data in Driving Growth, to examine how the speakers' respective companies have driven enterprise growth through the successful taming of their data estates.

Posted August 02, 2024

Weaviate, an AI-native vector database company, is releasing a developer "workbench" of tools and apps along with flexible tiered storage to help organizations put AI into production. Inspired by Weaviate's vibrant open source community, Weaviate's new developer offerings accelerate AI application development and provide end-to-end solutions for some of the most common AI use cases, helping organizations make the leap from AI prototypes to production, according to the company.

Posted July 31, 2024

IBM announced it is a new partner of the Superconducting Quantum Materials and Systems Center, a DOE National Quantum Information Science Research Center, hosted by Fermilab, as approved by the U.S. Department of Energy Office of Science, Science Programs. As a major national and international research center, SQMS is dedicated to advancing critical quantum technologies, with a focus on superconducting quantum systems.

Posted July 29, 2024

Eventually the day comes when an existing data mart or warehouse needs to be re-examined. Maybe new workloads are desired, new business models arise, a new platform is considered, or new supporting tools in the environment are wanted. Especially when a new platform is part of the equation, many in charge think first of "lift and shift" as the approach. Taking as much existing data and processes as possible and keeping them virtually unchanged as things are moved onto new foundations is almost always the cost-saving approach—for the immediate short term.

Posted July 29, 2024

To shed light on modernizing business with data integration and governance at its core, experts joined DBTA's webinar, Data Integration and Governance for the Hybrid and Multicloud World, detailing the latest technologies and best practices that can turn the tide toward true proprietary efficiency. 

Posted July 26, 2024

Classiq Technologies, the quantum software company, is announcing the GA of Qmod (Quantum Modeling Language), the first high-level language (HLL) for quantum coding. Now accessible to developers, researchers, and enterprises globally, QMmod works to abstract certain complexities associated with describing quantum algorithms.

Posted July 25, 2024

SUSE, a global leader in innovative, open and secure enterprise-grade solutions, is acquiring the full stack observability platform StackState, enabling SUSE to accelerate cloud-native observability for the enterprise by integrating the platform into Rancher Prime, its premium container management service.

Posted July 25, 2024

Data engineering experts joined DBTA's webinar, The Future of Data Engineering: AI, Automation, and the Cloud, to examine key technologies and best practices that are playing significant roles in how data engineering can best manifest in the enterprise.

Posted July 25, 2024

Snowflake, the AI Data Cloud company, is announcing that it will host Meta's Llama 3.1—a collection of multilingual open source large language models (LLMs)—in Snowflake Cortex AI, the solution providing instant access to industry-leading LLMs. With Snowflake's AI research team having optimized Llama 3.1 405B for both inference and fine-tuning, this offering pairs Meta's powerful, open source LLM with Snowflake's inference system stack for real-time, high-throughput inference.

Posted July 23, 2024

Iterative, the company dedicated to streamlining the workflow of AI engineers and creator of widely-used open-source projects in MLOps, is announcing the upcoming release of Data Chain, the new open source tool designed to empower organizations to derive greater value from unstructured data. With the ability to process and evaluate unstructured data, Data Chain positions a variety of enterprises to successfully implement AI with open source data curation and pre-processing capabilities.

Posted July 23, 2024

Infragistics, a leading global provider of tools and solutions to accelerate design and development, is introducing an array of new features in App Builder, the essential cloud-based WYSIWYG drag and drop low-code software tool. Known for its flexibility and efficiency, React is growing in popularity within the development community. With this added feature, App Builder now provides users the ability to generate production ready code across every major web framework, Infragistics said.

Posted July 18, 2024

In our last article, we discussed several great companies of Western civilization and why a poignant few of them, that were building game-changing technology, disappeared. Metaphorically they can be envisioned as having been buried in the proverbial Raiders of the Lost Ark warehouse, never to be seen again.

Posted July 17, 2024

Deloitte and Amazon Web Services (AWS) are collaborating on a multi-year strategic agreement to help clients around the world scale their generative Artificial Intelligence, data and analytics, and quantum computing capabilities by using AWS services.

Posted July 16, 2024

As a product manager, I have worked closely with data engineering teams and witnessed the fantastic ways to transform raw web data into insights, products, data models, and more. Data cleaning consistently stands out as a vital component of this transformation.

Posted July 16, 2024

To help shed light on the ways organizations can overcome these continuing obstacles, experts joined DBTA's webinar, Achieving Unified Analytics: Next-Generation Data Platforms, to examine the latest and greatest solutions that promise to effectively modernize and unify enterprise analytics.

Posted July 12, 2024

SAP platforms, used by 99 of the Fortune 100 companies and with over 280 million cloud subscribers worldwide, are among the most reliable business applications. As SAP administrators, your role in maintaining the security of these platforms is crucial. However, the platform's popularity makes it a prime target for hackers to exploit Structured Query Language (SQL) injections and directory traversal vulnerabilities, which are only two specific risks in a much larger group.

Posted July 11, 2024

While AI has been the talk of science fiction-aficionados and tech-enthusiasts for many years, it wasn't until the tail-end of 2022 that AI entered the mainstream conversation with generative AI and the popularity of ChatGPT technologies. To help readers gain a greater understanding about this complex area of information technology, the solutions available, and their role in handling real-world challenges, DBTA and Big Data Quarterly present the list of Awesome Companies in AI.

Posted July 10, 2024

VAST Data, the AI data platform company, is announcing that the VAST Data Platform—the platform delivering scalable performance, radically simple data management, and enhanced productivity—has recently been certified as a high-performance storage solution for NVIDIA Partner Network cloud partners.

Posted July 09, 2024

MicroStrategy Incorporated, a pioneer in AI-powered business intelligence, is releasing the latest update of the MicroStrategy ONE platform, enabling enterprises to layer contextual, bite-sized AI insights into any application within a no-code environment. According to the company, this capability builds on HyperIntelligence, a long-time feature within MicroStrategy ONE that pioneered contextual BI.

Posted July 02, 2024

IBM is unveiling a major upgrade to Db2 Warehouse on IBM Cloud, introducing several new capabilities that make Db2 Warehouse even more performant, capable, and cost-effective. The next generation of Db2 Warehouse introduces support for Db2 column-organized tables in Cloud Object Storage. Db2 Warehouse on IBM Cloud customers can now store massive datasets on a resilient, highly scalable storage tier, costing up to 34x less.

Posted July 01, 2024

DevOps is now the most prevalent software development methodology in use. Since 2009, it has spread beyond development teams into other functional areas. One of the earlier DevOps extensions was into DevTestOps, which emphasized continuous testing throughout the software development lifecycle. This was followed several years later by the emergence of QAOps, which built on that model with a focus on improved quality assurance (QA). At first glance, these terms refer to the same methodology. But when you dig deeper, QAOps represents a significant departure from the purpose and process of DevOps. Let's explore.

Posted July 01, 2024

Teradata is debuting the availability of Teradata VantageCloud Lake on Google Cloud, merging the powers of Teradata and Google Cloud—with additional new enhancements—to deliver trusted AI at scale. This announcement seamlessly integrates key Teradata components with an array of Google Cloud AI technologies and models, offering a modern data platform designed to support and scale a variety of AI types—from predictive AI to generative AI (GenAI).

Posted June 27, 2024

Daytona, an open source development environment manager, announced that it has secured $5 million in a seed funding round to spearhead its mission of democratizing development for developers globally. The seed round was led by Upfront Ventures with participation from existing investor 500 EE, enabling Daytona to accelerate the expansion of streamlined development environments to developers worldwide. The company will further use the funds for product development and hiring for new marketing, sales, and engineering roles.

Posted June 26, 2024

Microsoft-backed OpenAI is acquiring search and database analytics startup Rockset to improve infrastructure for its enterprise products. "Rockset's infrastructure empowers companies to transform their data into actionable intelligence. We're excited to bring these benefits to our customers by integrating Rockset's foundation into OpenAI products," said Brad Lightcap, OpenAI COO.

Posted June 26, 2024

In today's tumultuous computing landscape, the DBMS (database management system) remains core and central to the IT infrastructure. And, as such, it is central to the applications used by modern organizations to conduct business and service their customers. So, it stands to reason that a core competency for a DBA is to be able to keep their organization's databases up and operational. This requires resilience.

Posted June 26, 2024

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