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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

No matter where you live in the world, your life has been impacted by the technology and innovation conceived of in Silicon Valley. The wealth that has been created has been enormous. A popular British newspaper once published an article suggesting that if Silicon Valley were a country, it would be among the richest on Earth.

Posted September 11, 2020

When talking about data science, most people feel as if they are in one of two camps as far as data size. The first is really small data—hundreds of megabytes to a few gigabytes. The second is gigabytes to terabytes. Notice I didn't say "big data," nor did I say "petabytes." The source datasets may start at petabyte-scale, but keep in mind that data is often very raw, and most of it is ignored.

Posted September 11, 2020

The COVID-19 crisis has presented some new hurdles—but they are ones that many innovative companies are actively working to overcome. Forward-looking companies aren't sitting the year out waiting for the business climate to improve. They are actively seeking ways to expand their reach and take advantage of new opportunities.

Posted September 10, 2020

Solo.io, a software company that helps organizations adopt and operate innovative cloud native technologies, is offering the WebAssembly (Wasm) OCI Image Specification, which defines a standard format for bundling and storing a Wasm module and its metadata as an OCI (Open Container Initiative) image in order to facilitate interoperability across different solutions.

Posted September 10, 2020

Dgraph, creators of an advanced graph database, is launching Slash GraphQL, a fully managed GraphQL backend service. "Slash GraphQL takes away the work of building a fast and scalable GraphQL backend," said Manish Jain, CEO and founder at Dgraph.

Posted September 10, 2020

Why set a trap to fail at some point in the future? When you arrive at a design wherein an entity needs to have a relationship to almost every other entity, stop and think about what is happening, and review your reasoning before proceeding.

Posted September 09, 2020

At Data Summit Connect 2020, The AI-Powered Enterprise author and CEO of Earley Information Science, Seth Earley explained how to look at data initiatives as CEOs see them—in terms of revenue increases and measurable business outcomes.

Posted September 09, 2020

In a continued effort to help the MultiValue community evolve their applications using free industry standard tools, Zumasys is sharing a 4-part hands-on video tutorial on the PICK MultiValue GitHub repository (a public, open source community for PICK BASIC and PICK BASIC-related projects).

Posted September 09, 2020

Tamr, Inc., the provider of cloud-native data mastering solutions, is offering its cloud-native capabilities on Microsoft Azure, allowing companies to master their enterprise data using Tamr while taking advantage of the flexibility, scalability, and security of Microsoft Azure.

Posted September 09, 2020

BurstIQ, a provider of blockchain-enabled secure data exchange services, is releasing the BurstChain User Interface Software Developer Kit, a set of key accelerator tools that allow application developers to rapidly deploy blockchain-enabled web applications and services.

Posted September 09, 2020

Progress, a provider of application development and digital experience technologies, has entered into a definitive agreement to acquire Chef, a provider of DevOps and DevSecOps software, for $220 million in cash, subject to customary adjustments. Progress says the combination will provide a complete infrastructure automation to build, deploy, manage, and secure applications in modern multi-cloud and hybrid environments, as well as on-premise.

Posted September 08, 2020

At Data Summit Connect 2020, Lee Rainie, Director, internet and technology Research, Pew Research Center, discussed how public distrust of technology companies—particularly along political lines—has undermined their faith in the reliability of information and data. People are becoming increasingly wary—and sometimes for political reasons—about the performance of data collection companies. "The public is not convinced that technology companies can prevent misuse of their platforms in this election," Rainie said.

Posted September 02, 2020

Domino Data Lab, provider an open enterprise data science management platform, is releasing Domino 4.3, adding support for the Red Hat OpenShift distribution of Kubernetes and improving model monitoring capabilities. Domino offers a data science management platform that centralizes predictive analytics and machine learning (ML) research and development based on an open ecosystem that lets data scientists choose their preferred tools and algorithms while reducing the burden on IT.  

Posted September 01, 2020

Mendix, a Siemens business and provider of low-code application development for the enterprise, is launching its expanded all-in-one low-code platform. This release extends the reach of low-code into new domains, empowering developers of all skill sets to solve an ever-increasing set of business problems.

Posted September 01, 2020

Druva, Inc., a provider of cloud data protection and management, is entering a new distributor partnership with Tech Data, a global IT distributor and solutions aggregator. Leveraging Tech Data's presence in more than 100 countries, 125,000 IT reseller customers, and 45 years of industry expertise, Druva Compass is positioned for rapid expansion by bringing more partners and businesses together to support digital transformation initiatives.

Posted August 28, 2020

Cohesity is making software advancements to Cohesity DataPlatform that bring modern data management capabilities to all-flash solutions from key alliance partners Cisco and HPE. Cohesity DataPlatform now includes new I/O Boost technology that drives even greater data consolidation, lowers total cost of ownership (TCO), and delivers incredibly fast performance for backing up, accessing, and deriving insights from data in all-flash environments.

Posted August 26, 2020

Enterprises with forward-looking and well-honed data strategies will be able to navigate, and recover more quickly from, today's turbulent economy than their less data-savvy counterparts. However, even leading tech-forward companies are struggling with ways to employ data resources to better reach their customers and markets.

Posted August 26, 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 August 26, 2020

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 24, 2020

Neo4j, a provider of graph technology, is offering Neo4j Aura for Google Cloud Platform as a fully integrated graph database service on the Google Cloud Marketplace. Cloud-native and built specifically for data relationships, Neo4j Aura is the simplest way to deploy, manage and scale a graph database.

Posted August 20, 2020

Qubole, the open date lake company, is launching Qubole Pipelines Service, a new offering that makes it much easier and faster for customers to build robust, scalable streaming data pipelines. With Qubole Pipelines Service, data teams can now build, test, deploy, monitor, and manage hundreds of streaming data pipelines from a single platform, resulting in increased productivity, greater innovation, and reduced operating costs.

Posted August 19, 2020

At Data Summit Connect 2020, Elliott Ning, cloud advisor, Google, discussed pre-requisites for AI deployments and best practices for implementing them.

Posted August 17, 2020

Eplexity, a cloud managed services company and Amazon Web Services (AWS) Premier Partner, is collaborating with CloudCheckr, a public cloud governance platform, to provide a comprehensive cloud governance program that enables companies to quickly save on Amazon Web Services (AWS) infrastructure costs.

Posted August 14, 2020

Matillion, the leading provider of data transformation for cloud data warehouses (CDWs),is releasing its free data ingestion tool, Matillion Data Loader, within Snowflake, the cloud data platform, through Snowflake's Partner Connect. Matillion Data Loader enables companies to easily load data into Snowflake from popular data sources including Microsoft SQL Server, Salesforce, Google Analytics, Marketo, and more.

Posted August 13, 2020

At Data Summit Connect 2020, The AI-Powered Enterprise author and CEO of Earley Information Science, Seth Earley described how data can help organizations understand their customers' experience. 

Posted August 13, 2020

The annual Data Summit conference went digital earlier this year, becoming Data Summit Connect. The online event in June featured live presentations by executives from leading IT organizations who engaged attendees with compelling presentations and spirited discussions on a variety of topics including data analytics and privacy, knowledge graphs, and AI and machine learning. The following are key points distilled from the 3-day webinar series.

Posted August 11, 2020

Swarm64, a provider of database acceleration solutions for the PostgreSQL open source database, is partnering with Command Prompt, Inc., enabling the company to offer a free, open source PostgreSQL database for data warehousing, data science, and large-scale reporting applications.

Posted August 10, 2020

New Relic, Inc., the observability platform company, and Grafana Labs, a popular open source dashboarding platform, are forming an ongoing partnership to drive advanced open instrumentation and visibility for developers and software teams. The companies are delivering new integrations designed to empower engineering teams to solve problems even faster.

Posted August 10, 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

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

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