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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

Software intelligence company Dynatrace is extending Smartscape, the Dynatrace platform's real-time and continuously updated topology, to bring Dynatrace's AIOps and analytics capabilities to more open source services, including OpenTelemetry, FluentD, and Prometheus.

Posted July 30, 2021

BlueFinity is updating its Evoke low-code app development platform with an integrated and adaptable 360-degree imaging virtual tour capability. This is a multi-purpose feature that provides for the searching, browsing and inspection of any store, venue, property, or utility through an integrated feature of an app. According to the company, the results are sophisticated, full-function web and mobile apps that can be fully integrated with any database (Db2, SQL, Oracle, MultiValue, etc.).

Posted July 28, 2021

The Apache Cassandra Project is launching v4.0 of Apache Cassandra, offering more than 1,000 bug fixes, improvements and new features. As a NoSQL database, Apache Cassandra handles massive amounts of data across load-intensive applications with high availability and no single point of failure.

Posted July 28, 2021

Optum SVP Sanji Fernando explains how his organization approaches machine learning model training, evaluation, and retraining in this clip from his presentation at Data Summit Connect 2021. 

Posted July 28, 2021

CognitiveScale, the enterprise AI company providing AI-powered digital systems, is releasing Cortex Fabric Version 6—a new, low code developer platform for automation, augmentation, and transformation. Cortex 6 helps enterprises create trustworthy AI applications faster, more affordably, and with business outcomes delivered through KPIs based on insights from data, models, and actions—all with minimal dependencies on underlying infrastructure, according to the vendor.

Posted July 16, 2021

More organizations are realizing the importance of responding to queries in real-time with the right data sets. At the same time, however, there is a constant need to do more with less. That's where InfluxDB Cloud comes in, a leading time series data platform. It's more than a database—InfluxDB Cloud is your all-in-one observability platform including data ingestion tools, dashboarding engine, and real time alerting capability.

Posted July 15, 2021

DataKitchen founder and CEO Chris Bergh discusses how to measure and ensure successful DataOps transformation in your organization in this clip from his presentation at Data Summit Connect 2021. 

Posted July 15, 2021

Within IT, testing has matured as an industry. Many tools exist, and many IT shops have testing groups. But, often those testing groups are unable to assist on data-related projects. The heart of the problem is that the focus of the testing practice has been perverted. The testing industry is concerned primarily with validating code, specifically the kinds of code that interact with people. With data-related projects, the need is to test the accuracy of the data at rest within the structures.

Posted July 15, 2021

The business uses for cognitive computing and related technologies, including AI, machine learning, natural language processing, and robotic processing automation, are becoming more widespread than ever. To help readers gain a greater understanding about this emerging area of information technology, the solutions available, and their role in handling real-world challenges, DBTA and Big Data Quarterly present the list of Cool Companies in Cognitive Computing.

Posted July 15, 2021

Deci, the deep learning company harnessing AI to build AI, announced the discovery of their family of industry-leading image classification models dubbed DeciNets, giving developers access to more deep learning algorithms and innovations.

Posted July 14, 2021

Rivery, providers of a DataOps platform, is introducing Rivery CLI (command-line-interface), enabling customers to take the power, speed, and scalability of DataOps to a new level. The Rivery CLI enables data engineers and other data developers to remotely execute, edit, deploy, and manage data pipelines via CLI and convert data pipelines into infrastructure as code (IaC).

Posted July 13, 2021

Airbyte, creators of a fast-growing open-source data integration platform, is releasing an open source data integration for data lakes, enabling AWS users to replicate data from anywhere to their Amazon Simple Storage Service (S3) account. Companies are now able to leverage Airbyte's 75-plus pre-built connectors, or build their own custom connectors within two hours using Airbyte's Connector Development Kit (CDK), in order to replicate their data to S3.

Posted July 09, 2021

Fauna, the data API for modern applications, is now offering Region Groups to help application developers maintain the performance and reliability of databases in their applications while ensuring that data residency regulations are met. Fauna customers will now have access to distinct Region Groups where users can keep their data resident to a specific, major region of the globe.

Posted July 08, 2021

Sauce Labs Inc., a provider of continuous testing solutions, is acquiring Backtrace, a provider of best-in-class error monitoring solutions for software teams. Backtrace enables organizations to mitigate application risk and improve digital quality by empowering development teams to rapidly deploy code with the confidence that they can quickly identify and remediate bugs across their environments including production, according to the vendor.

Posted July 06, 2021

Yellowfin, a leading and innovative analytics vendor, is releasing version 9.6 of its platform with new enhancements and capabilities that unify actionable dashboards, automated business monitoring, and data storytelling. Yellowfin Stories, introduced in Yellowfin 8, enables the creation of data narratives that generate a consistent understanding across an enterprise.

Posted July 02, 2021

Alluxio, the developer of open source data orchestration software for large-scale workloads, is releasing version 2.6 of its Data Orchestration Platform, featuring an enhanced system architecture that enables AI/ML platform teams using GPUs to accelerate their data pipelines for business intelligence, applied machine learning, and model training.

Posted July 01, 2021

Marvell is introducing its new OCTEON 10 DPU designed to accelerate and process a broad spectrum of security, networking, and storage workloads required by demanding 5G, cloud, carrier, and enterprise datacenter applications.

Posted June 28, 2021

NVIDIA is partnering with Google Cloud to establish an AI-on-5G Innovation Lab, enabling network infrastructure players and AI software partners to develop, test, and adopt solutions that will help accelerate the creation of smart cities, smart factories, and other advanced 5G and AI applications.

Posted June 28, 2021

Domino Data Lab, provider of the leading enterprise MLOps platform, is releasing Domino 4.4, adding enhancements that re-imagine the data science workbench. Domino 4.4 introduces several new features, including Durable Workspaces and CodeSync, which support a more productive way for data scientists to work.

Posted June 25, 2021

dotData, a leader in full-cycle enterprise AI automation solutions, in partnership with Snowflake, is releasing the dotData Platform with Snowflake, a leading Cloud Data Platform that streamlines and simplifies the movement of data between both vendors.

Posted June 24, 2021

Assured Data Protection, a prominent IT managed services provider for cloud data protection solutions, is offering new features for ProtectView that allows enterprises to raise, update, and report specific incidents and service requests directly through the ProtectView platform to help better manage Rubrik estates. 

Posted June 24, 2021

SAP intends to create a larger business network for business communities to connect and improve business outcomes, better navigate changing economic and geopolitical conditions, and enhance sustainability contributions. SAP unveiled the first step toward creating the world's largest business network with SAP Business Network, which will bring together Ariba Network, SAP Logistics Business Network, and SAP Asset Intelligence Network. Over 5.5 million organizations will benefit from being members of this connected community, according to the vendor.

Posted June 23, 2021

Radiant Advisors' John O'Brien discusses how the pandemic and associated challenges of 2020 impacted the analytics lifecycle and drove a shift toward agile business intelligence in this clip from his keynote at Data Summit Connect 2021.

Posted June 23, 2021

GT Software has relaunched as Adaptigent. After more than 35 years as an established presence in the industry, the company says, the new branding, leadership and corporate structure reflect its mission to empower innovation within the modern digital ecosystem and facilitate growth and transformation of the company to better serve customers.

Posted June 23, 2021

InterSystems, a creative data technology provider, is offering the latest release of its InterSystems IRIS data platform, introducing Adaptive Analytics capabilities and additional SQL extensions for analytics to improve the process of implementing an enterprise data fabric architecture.

Posted June 17, 2021

Infragistics, the software company responsible for the UI and UX solutions powering cross-platform applications, is releasing Infragistics Ultimate 21.1.  "Infragistics Ultimate 21.1 ensures best-of-breed development on your desired platform," said Jason Beres, SVP developer tools, Infragistics. "It offers updates on the mainstay frameworks in Infragistics Ultimate, including Window Forms, WPF, .NET Core as well as the modern web frameworks in Blazor, Angular, React and Web Components and Indigo.Design, the new app builder that can radically accelerate your app design and development."

Posted June 17, 2021

Imply, a pioneer of Analytics-in-Motion, and founded by the original creators of Apache Druid, announced it is closing on a $70 million Series C funding round, empowering the company to extend its market leadership. Analytics-in-Motion is the new requirement for digital transformation, and has emerged due to the demands of modern business and the limitations of existing analytics solutions to meet these demands, according to the vendor.

Posted June 16, 2021

DataKitchen, a DataOps consultancy and platform provider, has released the third book in its DataOps series. "In this book, we share all of the insight that we've gained from our own experiences coaching data analytics professionals on the best way to lead organizational change," said Chris Bergh, CEO and head chef of DataKitchen.

Posted June 16, 2021

Sunlight.io, a developer of virtualization technology for data-intensive applications, is joining an OEM partnership with Altos Computing, a subsidiary of Acer Inc., to create efficient hyperconverged infrastructure (HCI) appliances. By combining the power of Sunlight's NexVisor HCI stack and Altos BrainSphere servers, organizations can run resource-intensive workloads like AI and analytics with high density, ultra-high performance and simple scalability, from the edge to the core data center, according to the vendors.

Posted June 14, 2021

DataOps is becoming the solution enterprises are choosing to bring improved quality and reduced cycle times to data analytics. Borrowing from Agile Development, DevOps and statistical process control, this new methodology is poised to revolutionize data analytics with its eye on the entire data lifecycle. DBTA held a webinar with Susan Cook, CEO, Zaloni; Dan Potter, VP of product marketing, Qlik; and Chris Bergh, CEO, DataKitchen, who discussed emerging DataOps best practices and solutions.

Posted June 11, 2021

Confluent is offering its latest platform update, Confluent Platform 6.2, and is introducing Health+ to provide users with the tools and visibility needed to ensure the health of data in motion. Health+ helps reduce risk of downtime and data loss with intelligent alerts to identify potential issues before they occur and avoid business disruption.

Posted June 10, 2021

Inside a relational database management system, the princi­pal persisted data structure is considered a logical relation. Operations performed against that data within the RDBMS result in a logical relation too. In other words, everything is a table. To step away a little from the term "table," let's use the word "grid."

Posted June 10, 2021

Due to my background working with other major database platforms such as Oracle, MySQL, and PostgreSQL, I've long been an advocate for the SQL Server Migration Assistant (SSMA). This powerful and easy product can quickly and effectively migrate most popular relational database platforms into SQL Server. The migration process using SSMA usually results in a 80/20 or 90/10 migration, in which 80%-90% of the database objects migrate without an issue. But 10%-20% typically requires additional hand-hold­ing and manual migration work.

Posted June 10, 2021

Sigma Computing, the cloud analytics and business intelligence innovator, is launching Sigma Workbooks, combining spreadsheets with charts and data narratives in a single collaborative canvas. Sigma Workbooks accelerates data-driven decisions by putting the power of analytics across billions of rows of live data directly into the hands of marketers, analysts, product managers, and other cross-functional business team members, according to the vendor.

Posted June 07, 2021

oak9 is debuting its infrastructure as code security platform, backed by a seed round of $5.9 million, that will  accelerate the delivery of cloud-native applications while providing comprehensive security. Oak9 will use the capital to continue to invest in R&D, further define the IaC security landscape, and acquire additional customers.

Posted June 02, 2021

Digital Asset, the creators of the Daml multi-party application platform, announced it has raised over $120 million in Series D funding, allowing the company to expand its team and enhance its product portfolio with a new interoperability protocol that enables data to seamlessly interact across blockchains and traditional databases.

Posted June 02, 2021

NVIDIA is unveiling the NVIDIA Base Command Platform, a cloud-hosted development hub that lets enterprises quickly move their AI projects from prototypes to production. The software is designed for large-scale, multi-user, and multi-team AI development workflows hosted either on premises or in the cloud.

Posted June 01, 2021

Bancolombia S.A., founded in 1875, is the largest financial institution in Colombia with presence in 300 cities. The strategy for the bank is to grow and ensure profitability by creating new revenue streams, delivering products faster to clients, and reducing operational expenses. To execute this strategy, Bancolombia focused on the innovation and automation required to support the delivery of the digital experience to acquire, service, and keep customers.

Posted May 18, 2021

Fusion IT methodologies that blend previously siloed processes to speed innovation and streamline deployment are on the rise. One of the newer fusion approaches in the market is Database DevOps which focuses on the database as a key area of focus in the quest to move application releases faster.

Posted May 18, 2021

Machine learning (ML) is today's big buzzword, but most organizations struggle with turning ML into business value. Everyone wants it, but very few can cost-effectively turn it into reality. Lynda Partner, a self-described "data addict" and SVP of analytics and offerings, Pythian explored how to accelerate getting to value with machine learning during her Data Summit Connect 2021 presentation, "Machine Learning: Making It Real, Making It Profitable."

Posted May 12, 2021

While the relationship between an agile organization and its success in the marketplace is clear, the competitive marketplace is tougher than ever, with technology-savvy innovators entering industries and challenging existing enterprises. At Data Summit Connect 2021, Paul Bartak, distinguished engineer, Rocket Software, discussed the core components to provide Db2 for z/OS DBaaS during his presentation, "Database as a Service Comes to the Enterprise."

Posted May 12, 2021

At Data Summit Connect 2021, Joe W. Perez, senior systems analyst, North Carolina Department of Health & Human Services, kicked off the keynote session with a presentation on the value of making data available to users in forms that make it understandable and actionable, while Chuck Frisbie, field CTO, Sisense, delivered a keynote on data and analytics strategies.

Posted May 11, 2021

Fully automatic removal of private information to enable data sharing and aggregation, while protecting users' privacy is essential in today's privacy-conscious world. To be effective, AI training requires access to large datasets. Thus, one of the biggest challenges is the seemingly unavoidable trade-off between user privacy and the ability to share and aggregate data. At Data Summit Connect 2021 Julia Komissarchik, CEO and founder, Glendor, discussed how it is possible to do both fully automatically during her presentation, "Ensuring Data Privacy."

Posted May 11, 2021

The modern data warehouse needs to support advanced analytics on multiple types of data from semi-structured to streaming. Driving BI dashboards is still at the heart of a data warehouse, but even those now demand data be current. Old-school batch ETL won't cut it. Paige Roberts, open source relations manager, Vertica, explained why and how our old definitions no longer apply, along with what changed and what drove those changes during her Data Summit Connect 2021 presentation, "Your Definition of a Data Warehouse Is Probably Wrong."

Posted May 11, 2021

Rivery is launching Rivery Kits, a new solution for all Rivery users to access readily available data models. Kits are pre-built data models to help data teams immediately create the right data pipelines to tackle common challenges and scenarios.

Posted May 07, 2021

dotData, a pioneer in AI automation and operationalization for the enterprise, is releasing dotData Py Lite, a new containerized AI automation solution to enable data scientists to execute quick POCs and deploy dotData on their desktop.

Posted May 07, 2021

A few years ago, if you had asked a group of C-Level executives to project which software delivery trend would be more important for organizations, most would have ranked DevOps ahead of containers. DevOps promised to profoundly refocus and reenergize software teams while containers looked like an interesting new way to repackage resources that were already there. Today, the rankings have flipped.

Posted May 05, 2021

Observable, the collaborative data visualization company, is launching the beta version of Observable Plot, an open-source JavaScript library that enables developers to create visual representations for exploring and interpreting data.  

Posted May 04, 2021

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