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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 has made enhancements to the IBM DS8900F and IBM TS7770 storage families. The new capabilities are designed to contribute to a comprehensive portfolio of storage for IBM Z solutions.

Posted August 06, 2020

BigPanda, Inc., provider of an Autonomous IT Operations platform, is expanding its partner program to address a growing demand from the market for event correlation, powered by AIOps. BigPanda's partner ecosystem comprises four segments: Value Added Resellers (VARs), strategic technology partners, Systems Integrators (SIs), and Managed Service Providers (MSPs). To guide the growth of each of these channels, BigPanda has hired two new Alliance Directors, Nisa Spyker, and Matt Biehler.

Posted August 06, 2020

Truera, provider of a model intelligence platform, is emerging from stealth to launch its technology solution that removes the "black box" surrounding machine learning (ML) and provides intelligence and actionable insights throughout the ML model lifecycle. The company also announced it has raised a $5.1-million first round of funding, led by Greylock with additional investors including Wing VC, Conversion Capital, and Aaref Hilaly.

Posted August 03, 2020

Surviving and thriving with data science and machine learning means not only having the right platforms, tools and skills, but identifying use cases and implementing processes that can deliver repeatable, scalable business value. DBTA recently hosted a special roundtable webinar featuring Alyssa Simpson Rochwerger, VP of AI and data, Appen; Doug Freud, SAP platform and technology global center of excellence, VP of data science; and Robert Stanley, senior director, special projects, Melissa Informatics, who discussed new technologies and strategies for expanding data science and machine learning capabilities.

Posted July 31, 2020

Datawire, provider of the Kubernetes-native API gateway, Ambassador, is releasing K8s Initializer, a new free tool that makes it easy for development teams to create fully-configured application-ready Kubernetes clusters. The K8s Initializer eliminates bottlenecks in the building process and empowers engineers to bootstrap networking, ingress, and observability in a new Kubernetes cluster in just 5 clicks via a self-service web-based interface.  

Posted July 31, 2020

TIBCO Software Inc., a provider of enterprise data solutions, is upgrading the metadata capabilities of TIBCO's Unify offerings, helping clients improve their data literacy. With this evolution, TIBCO adds functionality to its Unify solutions to assist customers in embracing a data-driven approach where they can enhance the collection, synthesis, management, and governance of data.

Posted July 30, 2020

Stratifyd, a technology company that democratizes data science and artificial intelligence (AI) through self-service data analytics, is releasing its next generation platform, a powerful analytics engine that was re-designed from the ground up. The Stratifyd platform now provides the functionality to meet the demanding data science needs of an organization, but is specifically designed to be easy to use for those with limited data analytics experience.

Posted July 30, 2020

At Data Summit Connect 2020 Bruno Kurtic, founding VP, strategy and solutions, Sumo Logic, explained the three digital transformation fundamentals. Organizations are now shifting and transforming that into agile software development. DevOps supports a far more iterative and rapid evolution of that software because software is no longer a means to an end, he explained. The digital experience has evolved to become the product. 

Posted July 29, 2020

Siemens and SAP are forming a partnership that will leverage their industry expertise and bring together their complementary software solutions for product lifecycle, supply chain, and asset management. The partnership leverages expertise and technology of both companies to provide a true digital thread that helps enterprises eliminate process and information siloes, drives digitalization, and delivers a comprehensive solution for the 4th industrial revolution (Industry 4.0).

Posted July 22, 2020

At Data Summit Connect 2020, Elliott Ning, cloud advisor, Google, discussed how AI has replaced business intelligence as the key driver of strategic decision-making. There are four categories of analytics use case, Ning explained. First is descriptive analytics, like aggregating business data during a period of time. For example, getting information about total revenue from last month, last quarter, or last year.

Posted July 22, 2020

The Linux Foundation, the nonprofit organization enabling mass innovation through open source, is launching a new initiative to use open source technologies to help public health authorities (PHAs) around the world combat COVID-19 and future epidemics. The new Linux Foundation Public Health (LFPH) initiative is launching with seven Premier members—Cisco, doc.ai, Geometer, IBM, NearForm, Tencent, and VMware—and two hosted exposure notifications projects, COVID Shield and COVID Green, which are currently being deployed in Canada, Ireland, and several U.S. states.

Posted July 21, 2020

At Data Summit Connect 2020, Lee Rainie, director, internet and technology research, Pew Research Center, projected the future of information sharing online and its social, cultural, and economic impact as foreseen by analysts and experts surveyed by Pew Research.

Posted July 20, 2020

Zaloni, a provider of data management solutions, is rebranding its platform formerly known as the Zaloni Data Platform (ZDP), to Arena. The Arena platform provides innovative DataOps capabilities and a new user-interface as the product advances to reflect market shifts and customer-driven innovation.

Posted July 16, 2020

At Data Summit Connect 2020, Thomas Cook, director of sales, Cambridge Semantics, explained the basics of knowledge graphs and how they leverage natural-language processing to automate the often-cumbersome process of data preparation. Knowledge graphs can be the answer and AnzoGraph DB is uniquely positioned to create knowledge graph applications, Cook explained. 

Posted July 15, 2020

Softbuilder, a French provider of database tools, is offering a free 6-month license for each license bought for its software ERBuilder Data Modeler, a reference for easy data modeling, to assist workers as they do their jobs remotely during COVID-19.

Posted July 15, 2020

Boomi, a Dell Technologies business, is introducing Boomi Blueprint, a framework to ensure that customers' digital ambitions are realized and implemented effectively and efficiently, thus enabling them to achieve faster ROI. The framework includes leadership guidance, design practice, and implementation practices.                                  

Posted July 13, 2020

RiskSense, a risk-based vulnerability management and prioritization solution provider, is releasing a new version of the cloud-delivered RiskSense platform that harmonizes threat analysis, prioritization, and risk scoring. To provide visibility across both infrastructure and application vulnerability risk exposure from development through production, RiskSense aggregates and normalizes outputs from multiple data sources including SAST, DAST, Open Source Software (OSS), containers, pen testing and bug bounty programs.

Posted July 13, 2020

At Data Summit Connect 2020 Bruno Kurtic, founding VP, strategy and solutions, Sumo Logic, explained how digital transformation and the drive to differentiate has made every company a software business.

Posted July 13, 2020

VMware announced the company intends to acquire Datrium, expanding the current VMware Site Recovery disaster recovery as a service (DRaaS) offering with Datrium's cost-optimized DRaaS solution. In a blog post by John Gilmartin, senior vice president and general manager, cloud platform business unit, VMware, he explained that this move will help customers build hybrid clouds by combining the consistent infrastructure and operations of VMware Cloud with Datrium DRaaS to reduce the cost and complexity of business continuity.

Posted July 13, 2020

At Data Summit Connect 2020, Thomas Cook, director of sales, Cambridge Semantics, described the laborious process of manually discovering, sorting, cleaning, and conforming silo'd data that consumes the lion's share of data scientists' time, and how new approaches are improving the process.

Posted July 10, 2020

Tellius, the Guided Insights platform, is releasing Tellius On-Demand, an on-demand SaaS application for business users and analytics teams to quickly understand why metrics change in their data with machine learning automation.  

Posted July 08, 2020

Informatica, an enterprise cloud data management provider, is acquring Compact Solutions LLC, expanding metadata management capabilities for the Informatica Intelligent Data Platform, powered by the CLAIRE AI engine. The acquisition strengthens Informatica's abilities in metadata-driven AI and automation and extends capabilities that enable Informatica customers to catalog and govern virtually all types of enterprise data, including complex enterprise systems (e.g. mainframe), multi-vendor ETL, hand-coded scripts, and BI tools, in addition to databases, applications, data warehouses, and data lakes.

Posted July 07, 2020

dotData, a provider of full-cycle data science automation and operationalization for the enterprise, is releasing dotData Stream, a new containerized AI/ML model that enables real-time predictive capabilities for dotData users. dotData Stream was developed to meet the growing market demand for real-time prediction capabilities for use cases such as fraud detection, automated underwriting, dynamic pricing, industrial IoT, and more.

Posted July 07, 2020

Fauna, the data API for client-serverless applications, is receiving $27 million in new funding, enabling the company to grow its ecosystem and help developers build better software faster. The funding round was led by Madrona Venture Group, with participation from ADDITION and GV. S. Somasegar, Managing Director at Madrona, who will join the Fauna board of directors. Also joining this round are developer tools leader Tom Preston Werner, database pioneer Roger Bamford and existing institutional investors including CRV and Quest Ventures.

Posted July 02, 2020

An enterprise conceptual data model is often seen as a high mountain to be climbed, a journey that will last a lifetime. People have visions of 10 feet or more of wall in the corporate offices wallpapered with an entity relationship diagram [ERD] that has zillions of teeny, tiny boxes and more relationship lines than the combined lines of queuing patrons in all Disney Resorts, when full. In this context, an enterprise conceptual data model is a daunting task not to be taken lightly. But in today's world, that enterprise conceptual data model can simply be a list of subject areas.

Posted July 01, 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. Traditional methodologies for handling data projects are too slow to handle the teams working with the technology. The DataOps Manifesto was created as a response, borrowing from the Agile Manifesto.

Posted July 01, 2020

Diamanti, creators of a bare-metal hyperconverged platform for Kubernetes and containers, is releasing Diamanti Spektra 3.0. With Diamanti Spektra 3.0, enterprise customers have one flexible solution to deploy, replicate, and migrate cloud-native applications across bare metal and public cloud infrastructures.  With Spektra 3.0, enterprises can easily manage their hybrid cloud deployments and migrations with one seamless solution. 

Posted July 01, 2020

GoodData, a global analytics company, is introducing new geo-mapping capabilities to better meet the needs of companies seeking location data analytics to inform strategic decision making. This new set of analytical visualizations, analytics, and modeling techniques provides support for geolocation in the analytics industry for market trends evaluation, site selection, asset tracking and monitoring, and other core business needs.

Posted June 30, 2020

Today, with a quick screen tap on a personal handheld processor, people seeking a ride can open a cloud-based app and connect with a drivers who can pinpoint an exact pick-up location via GPS, arrange a dropoff, and make a payment without the need to physically exchange cash or card.  Who would have imagined this reality when just 40 years ago, before the internet was mainstream, the only computing interface was conducted on a green-screen "dumb terminal" limited to display and data entry? Nevertheless, this current moment is the reality for only a fleeting period of time before a new, transformative—and disruptive—technological era begins.

Posted June 30, 2020

The Linux Foundation, the nonprofit organization enabling mass innovation through open source, today announced that MLflow, an open source machine learning (ML) platform created by Databricks, is joining the Linux Foundation.

Posted June 26, 2020

MetalSoft is releasing an intelligent bare metal automation software platform, an infrastructure management tool that will allow enterprises and service providers to better automate and manage their data centers' while solving challenges of running new kinds of workloads.

Posted June 26, 2020

Copado, a provider of a native DevOps platform for Salesforce, is releasing its Summer 20 updates to accelerate, optimize, and measure innovation delivery on the Salesforce platform. Summer 20 is a milestone release that includes a complete DevOps Analytics suite.

Posted June 24, 2020

SQream, provider of a data analytics acceleration platform, has raised $39.4 million in Series B+ funding to accelerate technology advancements. The round was led by Mangrove Capital Partners and Schusterman Family Investments, who joined existing investors, including Hanaco Venture Capital, Sistema.vc, World Trade Center Ventures, Blumberg Capital, Silvertech Ventures and Alibaba Group (NYSE: BABA).

Posted June 24, 2020

Honeywell and SAP are partnering to create a joint cloud-based solution based on Honeywell Forge, the company's enterprise performance management offering. The SAP Cloud Platform will streamline and combine operational and business data to support better decision-making and drive greater efficiencies.

Posted June 24, 2020

SAP is adopting the Open COVID Pledge, committing to make all its patents available, at no cost, to help combat the COVID-19 pandemic and mitigate its impact. This pledge helps remove barriers to intellectual property and underscores efforts to use technology to help businesses and communities.

Posted June 24, 2020

IT teams face an uphill battle in managing the deluge of apps that now populate enterprise networks. A big reason for this is that employees have access to a wide array of SaaS and cloud-delivered platforms—both business-critical tools and otherwise—that they can deploy in just a few clicks. This puts the onus on network teams to lay out specific policies about what kind of tools they'll allow on the network, as apps that could pose a threat to network performance are now increasingly common and easier than ever to deploy.

Posted June 23, 2020

Cambridge Semantics, a provider of graph-driven data integration and analytics software, is adding geospatial analytics to its AnzoGraph DB, combining the power of scalable location analytics with the power of relationships and analytics in a graph database.

Posted June 19, 2020

The message on the business landscape is clear: Vulnerabilities are everywhere. They're in software, in hardware, in processes, and even in people. It only takes a small, unguarded threat vector for hackers to attack, invade, steal data, and wreck reputations.

Posted June 19, 2020

In a modern data center, companies find themselves surrounded by a lot of metrics and systems that require attention, monitoring, alarms, and event management. DBTA recently held a webinar with Jorge de la Cruz, systems engineer, Veeam, who discussed how to create beautiful and meaningful dashboards from vSphere's most critical assets.

Posted June 15, 2020

BMC, which just completed the purchase of Compuware, has unveiled BMC AMI Operational Insight, an AI-driven solution that uses machine learning to detect anomalies and maximize lead time for remediation to mitigate mainframe issues before they become business problems.

Posted June 15, 2020

BMC has announced the close of its acquisition of Compuware, a provider of mainframe application development, delivery, and performance solutions. Compuware is now a part of the BMC ZSolutions organization that serves the mainframe industry. BMC said it was one of the largest acquisitions in its history and the company's third acquisition in less than 2 years.

Posted June 15, 2020

Delphix, provider of the Delphix DataOps Platform, has announced the completion of its original mission to provide a comprehensive data platform—from Kubernetes to mainframes—to accelerate digital and customer experience transformation for global enterprises. 

Posted June 15, 2020

Hybrid cloud data warehouse company Yellowbrick Data is partnering with Striim, provider of an enterprise-grade platform for streaming data integration, to accelerate enterprise deployment of data-streaming applications and help enterprises get better insights, faster.

Posted June 12, 2020

As the number of types of slowly changing dimensions (SCDs) increased, things have ended with Types 0 through 7, making essentially eight of them. But it is unclear whether there full consensus exists among current practitioners on what actually differentiates each of these eight SCD types. Some confusion may result from the fact that when the first three SCD types were defined, each could be equated to a result for a dimensional attribute. Type 1 had facts associated to dimension values as they are currently, or always current, Type 2 had facts associated with dimension values as were current when the facts were processed, Type 3 had facts associated with both current values and values current when processed.

Posted June 10, 2020

Today, there is a constantly evolving list of data management issues that organizations are contending with. In addition to pressures of exploding data volumes, there is urgent demand for real-time data-driven insights as well as more widespread data access. Expanding regulatory mandates also demand greater data quality and governance, as do cybersecurity threats. Whether cloud-based or on-premise and open source or proprietary, there are many options for data management and analytics. Spanning the spectrum of well-established and cutting edge, the DBTA 100 list recognizes companies that are innovating and preparing for the future.

Posted June 10, 2020

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