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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

The year 2020 has been extremely eventful on many levels. Time­lines for digital transformation—supported by data analytics—suddenly had to accelerate from 5-year horizons to overnight implementations. Expect more of this continuing velocity in the year ahead, as companies fast-track their plans for initiatives ranging from AI to edge computing. These all require enor­mous volumes of quality data, meaning data managers will be quite busy in the months ahead. DBTA spoke to leaders across the industry to gain their perspec­tive on what to expect.

Posted December 10, 2020

Revelation is releasing a "Roll Up" patch to OpenInsight version 9.4 that will enhance debug functionalities and improve operations.  This patch was made as a result of user reports and suggestions, said Mike Ruane, president and CEO of Revelation.

Posted December 10, 2020

This may be the era of the data-driven enterprise, but only a handful of organizations report they are ready for it. There is a growing volume of "dark data" that remains obscure to IT managers and decision makers. This period unfolding before us will be driven by several technology initiatives, from 5G wireless and IoT to AI.

Posted December 10, 2020

Data management and integration demands continue to increase as organizations are faced with more data flowing in from a greater variety sources than ever before. At the same time, there is the need to extract business value, protect, and offer wider access to that data for more users. Today, being data-driven is the goal of all companies, whether long established or born digital.

Posted December 09, 2020

Einblick, a visual data computing platform provider, based on years of research at MIT and Brown University, announced it has secured $6 million in Seed funding along with launching its visual data computing platform. The funding round was lead investor Amplify Partners with participation from top-tier investors Flybridge and Samsung Next.

Posted December 09, 2020

Whether you are just starting your journey to the cloud, still weighing the benefits, or already knees-deep in several cloud databases or applications, you're probably wondering if other organizations are asking the same questions or facing the same challenges that you are. DBTA recently held a webinar with Dan Russell, senior vice president of cloud strategy and alliances, Datavail, who discussed moving to the cloud.

Posted December 07, 2020

Now, more than ever, enterprises need speed, agility, and insight to navigate today's rapidly-changing business environments. Fast, actionable intelligence is a universal goal. However, making the right data available to the right people at the right time is an ongoing challenge. DBTA recently held a webinar with John O'Brien, principal analyst and CEO, Radiant Advisors and David Dichmann, director, product marketing, data warehouse, Cloudera, who discussed the three necessities for a modern analytics ecosystem today.

Posted December 07, 2020

erwin, Inc., has introduced a new version of the erwin Data Intelligence Suite (erwin DI), including enhancements to the user interface (UI), plus new AI and self-service data discovery capabilities. The goal with the improvements is to make it easier for organizations to tailor the solution to meet the unique needs of their data governance frameworks, identify and socialize the most valuable data assets, and expand metadata scanning and sensitive data tracking.

Posted December 03, 2020

Adaptiv Networks, a cloud-native SD-WAN-as-a-Service vendor, is partnering with TeleDynamics, a wholesale supplier of telecommunications products as well as software and services, allowing TeleDynamics to distribute Customer Premise Equipment to Adaptiv Networks' growing customer base and promote Adaptiv Networks' SD-WAN solutions to the ecosystem of TeleDynamics resellers.

Posted December 02, 2020

IBM is releasing a series of cloud services and technologies designed to help clients maintain the highest available level of cryptographic key encryption protection to help protect existing data prepare for future threats in the cloud. Pioneered by IBM Research scientists, the company is now offering quantum-safe cryptography support for key management and application transactions in IBM Cloud, making it the industry's most holistic quantum-safe cryptography approach to securing data available today, according to the vendor.

Posted December 02, 2020

Developing applications rapidly utilizing DevOps requires data discipline. From integrating and managing data attributes using data repositories to tracking data from its source to its final destination, all the controls need to be put into place to ensure that the data is accurate and protected. With all the different types of data stores, data formats, and movement of data to the cloud, creating and maintaining one complete up-to-date picture of the data is a challenge.

Posted December 02, 2020

DigitalOcean is releasing its Container Registry, providing users with the ability to securely store and manage private container images, especially for use with DigitalOcean Kubernetes.

Posted December 01, 2020

365 Data Centers, a leading provider of network-centric colocation and other Infrastructure-as-a-Service (IaaS) solutions, is acquiring Atlantic Metro Communications, which provides tailored colocation, network, and cloud services to large and mid-size enterprises.

Posted November 25, 2020

Next Pathway Inc., the Automated Cloud Migration company, is providing the next generation of its cloud migration planning technology, Crawler360, offering enterprise customers a way to migrate their legacy data warehouses and data lakes to modern cloud platforms.

Posted November 25, 2020

Software intelligence company Dynatrace is releasing the 4th generation of its distributed tracing and code-level analysis technology, PurePath. PurePath 4 captures and analyzes end-to-end transactions across multicloud environments, and at near-zero overhead.

Posted November 25, 2020

Datadobi, a global provider of unstructured data management software, is offering support for file data migration to and protection on Microsoft Azure, enabling enterprise customers to migrate and protect their NAS file data in the cloud. Using Datadobi software, enterprises get the best of both worlds by allowing them the flexibility to keep their NAS file data either in their data center, in Azure, or both, according to the vendor.

Posted November 24, 2020

SAP and Qualtrics are releasing Qualtrics XM for Suppliers, a new solution that empowers organizations to identify key areas of improvement across the source-to-pay process. Qualtrics XM for Suppliers combines data from an organization's SAP Ariba, SAP Fieldglass and SAP S/4HANA solutions with real-time supplier insights and AI-driven intelligence from Qualtrics, an SAP company.

Posted November 18, 2020

SAP has completed the acquisition of Emarsys, a leading omnichannel customer engagement platform provider. Terms of the transaction were not disclosed. The Emarsys products will be added to the SAP Customer Experience portfolio.

Posted November 18, 2020

Open source databases like MySQL, MongoDB, Cassandra, PostgreSQL and others have gained wide adoption in recent years. However, not all companies know if open source is right for them or how to migrate their workloads over. DBTA recently held a webinar with Joe McKendrick, research analyst, Unisphere, and Nihal Mirashi, principal product marketing manager, Pure Storage, who discussed why storage matters and the consequences of mismatched storage options, along with how modern storage can maximize application performance and scalability.

Posted November 18, 2020

The latest version of erwin Evolve for enterprise architecture and business process modeling and analysis includes an enhanced integration with erwin Data Modeler so that data models can be ingested by erwin Evolve as part of the wider enterprise architecture. "The more your data and enterprise architecture work together, the more successful your big data, digital transformation and other IT initiatives will be through greater enterprise collaboration," said Martin Owen, erwin's senior vice president of product strategy.

Posted November 18, 2020

NVIDIA unveiled the NVIDIA A100 80GB GPU—the latest innovation powering the NVIDIA HGX AI supercomputing platform—with twice the memory of its predecessor, providing researchers and engineers the performance tools to unlock the next wave of AI and scientific breakthroughs.

Posted November 16, 2020

Solo.io, the modern service connectivity company delivering API infrastructure from the edge to service mesh, announced it has aligned its product suite under the "Gloo" brand name, along with launching the new Gloo Mesh Enterprise. Solo.io's entire set of product offerings will now be organized under the Gloo API Infrastructure Platform.

Posted November 13, 2020

As applications continue to grow in scale and complexity, so does the challenge of supporting them. From geo-distribution, to high-volume transactions and the processing of new data sources and types, modern applications require speed, scalability and flexibility—whether in the ground or the cloud. DBTA recently held a roundtable webinar to educate IT decision-makers and practitioners about the new data management technologies and techniques for speed and scalability.

Posted November 13, 2020

If 2020 taught us anything, it's that no amount of planning can protect organizations from the unforeseen. As IT leaders look at their 2021 plans, what cloud technologies and trends should be top of mind? Where should they place their bets as they consider their budgets and resources? DBTA recently held a webinar featuring Peter Berry, Navisite's CTO of cloud technologies, who reviewed the top five cloud trends to watch in 2021.

Posted November 12, 2020

Splice Machine, a scale-out SQL database with built-in machine learning, is releasing Livewire, its new open source Operational AI platform for industrial IoT use cases.

Posted November 09, 2020

Data modeling has an intimate relationship with abbreviations. Since the creation of the very first data model, there were circumstances where fully worded names for tables or columns were simply too long to implement within one tool or another. Occasionally one runs into an individual who cannot conceive that anyone on the planet would abbreviate something in a different fashion than they do; but more often data modelers tend to enjoy consistency, and when possible, employ rules to support consistent outcomes. Abbreviations are no exception.

Posted November 04, 2020

Videos of presentations from Data Summit Connect Fall 2020, a 3-day series of data management and analytics webinars presented last week by DBTA and Big Data Quarterly, are now available for on-demand viewing on the DBTA YouTube channel. Use this opportunity to take another look, catch up on a session you missed, or share with a colleague!

Posted November 04, 2020

GoodData, a global analytics company, is releasing a new version of the GoodData.UI framework for faster and easier development and delivery of data-driven applications. GoodData also open-sourced its library-making the best practices, principles, and tools available to all application developers.

Posted October 30, 2020

Privitar, a data privacy platform provider, and StreamSets, provider of a DataOps platform, are forming a new partnership and native product integration designed to help organizations accelerate access to data-driven insights. Through the new native integration, users can leverage StreamSets to design and run data pipelines to their data science and data analytics applications, seamlessly applying Privitar's data privacy policies across all of their execution environments.

Posted October 30, 2020

OpenLegacy, a pioneer in digital-driven integration for legacy and core systems, is creating an OEM Partner Program in support of independent software vendors (ISVs) and solution providers. Companies looking to expand their product line and footprint to reach and integrate their enterprise customers' legacy data sources will benefit the most from this program.

Posted October 28, 2020

MemSQL, The Database of Now for operational analytics and cloud-native applications, is rebranding to SingleStore, befitting the organization's expansive value proposition. SingleStore provides a converged data platform for transactions and analytics, which organizations can use to process and analyze their most important time-critical application workloads.

Posted October 27, 2020

Comprehending natural language text with its first-hand challenges of ambiguity, synonymity, and co-reference has been a long-standing problem in natural language processing. Transfer learning uses some of the models that have been pre-trained on terabytes of data and fine-tunes them based on the problem at hand. It's the new way to efficiently implement machine learning solutions without spending months on data cleaning pipeline. Jayeeta Putatunda, senior data scientist, Indellient US Inc., discussed how to implement language model BERT during his Data Summit Connect Fall 2020 session, "The Power of Transfer Learning in NLP using BERT."

Posted October 22, 2020

Qlik is acquiring Blendr.io, an easy-to-use, scalable, and secure embedded integration and automation platform (iPaaS), expanding Qlik's ability to deliver active intelligence through its end-to-end data integration and cloud analytics platform. Blendr.io's technology enables Qlik to expand the existing breadth of its data integration and data analytics offerings to also include automation to trigger actions and enhance augmented analytics capabilities.

Posted October 22, 2020

Hasura, the data access infrastructure company, is adding GraphQL support for MySQL and early access support for SQL Server to its existing support for PostgreSQL, enabling the company to support three of the most popular database technologies.

Posted October 21, 2020

Data Summit Connect Fall began on October 20 with a keynote from Doug Laney, data and analytics innovation fellow, West Monroe and author of "Infonomics," who discussed the new economics of information. He covered the issues of information ownership, rights, and privileges, along with external data opportunities and challenges, and his set of generally accepted information principles culled from other asset management disciplines.

Posted October 20, 2020

OpenStack Foundation has announced it will be changing its corporate name to Open Infrastructure Foundation (OIF) starting in 2021, reflecting the organization's broader commitment and valuable expertise in driving innovations in open source. OIF's goal is to build an open infrastructure for the next decade by solving infrastructure issues raised by continuing demands in new markets.

Posted October 20, 2020

Data Summit Connect Fall 2020, a series of data management and analytics webinars presented by DBTA and Big Data Quarterly, is going on this week. Whether your interests lie in the technical possibilities and challenges of new and emerging technologies or using the wealth of data your company is collecting for business intelligence, analytics, and other business strategies, Data Summit Connect Fall 2020 has something for you!

Posted October 20, 2020

CompassRed, a data analytics and artificial intelligence company, will use its $2 million grant from the CARES Act to fund a Data Innovation Lab to accelerate the use of data insights and intelligence to address COVID-related issues in the Mid-Atlantic region.

Posted October 16, 2020

DataOps has emerged as an agile methodology to improve the speed and accuracy of analytics through new data management practices and processes—from data quality and integration to model deployment and management. Chris Bergh, CEO and head chef, DataKitchen, will lead a workshop on DataOps titled, "Getting Started With DataOps: Orchestrating The Three Pipelines" at the Data Summit Connect Fall 2020 conference.

Posted October 13, 2020

Alation, a provider of enterprise data intelligence solutions, has formed a partnership with Dataiku, an enterprise AI and machine learning platform, to ensure that sensitive data used to create AI and machine-learning models is properly classified and governed. With the Alation and Dataiku integration, data scientists have immediate access to curated data ingested directly into Dataiku.

Posted October 13, 2020

Both data warehouses and data lakes offer robust options for ensuring that data is well-managed and prepped for today's analytics requirements. However, the two environments have distinctly different roles, and data managers need to understand how to leverage the strengths of each to make the most of the data feeding into analytics systems.

Posted October 08, 2020

"It's yours, free. Just pay shipping and handling!" claims the infomercial host. We've all seen them, the advertisements for home maintenance, gardening equipment, or even cooking products that promise the world but end up costing a lot of money. Whether it's through shipping fees or the need to sign up for long contracts that are hard to break, unfortunately, most deals that seem "too good to be true" usually are not what they seem.

Posted October 08, 2020

Rocket Software is in the midst of conducting several product alpha and beta programs to implement user feedback into new and existing products. The fall of 2020 is about Rocket engaging with its MultiValue user base, during these programs customers can provide critical feedback on features they need to modernize and optimize their applications, ranging from API development to helping define metrics that they want to monitor for better performance.

Posted October 08, 2020

Amazon Web Services (AWS) is releasing Amazon Timestream, a new time series database for IoT and operational applications that can scale to process trillions of time series events per day. According to AWS, Amazon Timestream saves customers effort and expense by keeping recent data in-memory and moving historical data to a cost-optimized storage tier based upon user-defined policies, while its query processing gives customers the ability to access and combine recent and historical data transparently across tiers with a single query, without needing to specify explicitly in the query whether the data resides in the in-memory or cost-optimized tier.

Posted October 05, 2020

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