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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

Grafana Labs is releasing Grafana 7.0, introducing enhancements to simplify the development of custom plugins and increase the power, speed, and flexibility of visualization.

Posted May 19, 2020

SIOS Technology Corp., a provider of intelligent application availability, is releasing SIOS Protection Suite for Linux version 9.5 clustering software. The release features advanced automation and application-aware monitoring and failover orchestration that make creating and managing HA clusters in complex SAP S/4HANA environments easy and error free for enterprises, Managed Service Providers (MSPs), and cloud providers.

Posted May 18, 2020

Pure Storage is releasing Purity//FB 3.0 for FlashBlade, the next generation of the industry's most advanced storage software for unstructured data. The latest updates to FlashBlade enable real-time performance that allow application workflows to take center stage - resulting in a Modern Data Experience that replaces complexities and antiquated systems with fast, flexible and agile solutions built to fit modern needs.

Posted May 18, 2020

We live in a business world that craves instantaneous response times, especially in terms of the responsiveness of modern transactional applications. Customers expect to make a money transfer, pay a bill, or buy a product online in a matter of seconds. This insatiable desire for speed to customer parallels the need to increase speed to market for these modern apps. With development activity accelerating through DevOps, do we ever stop to consider the increased demands this is putting on batch processing?

Posted May 18, 2020

MariaDB Corporation is introducing MariaDB SkySQL Power, a database-as-a-service (DBaaS) offering that lets enterprises customize options and configurations to fit their distinct requirements. Built on top of SkySQL's Foundation, which delivers the complete MariaDB Platform experience in the cloud, Power adds important benefits such as the ability to customize instance types to maximize efficiency and resource utilization for a lower total cost of ownership (TCO), and the ability to meet specific enterprise security, high availability or disaster recovery requirements.

Posted May 15, 2020

SolarWinds, a provider of IT management software, is unveiling SolarWinds Service Desk Enterprise, a new solution to help enterprises manage IT complexity, scale IT support services, and increase security within the service desk. SolarWinds Service Desk Enterprise offers advanced ITSM capabilities that meet the heightened security expectations of modern enterprises and improve key service management processes for employees.

Posted May 14, 2020

Scale Computing, a provider of edge computing solutions, is releasing the HC3250DF, the first of a new class of HC3 appliances designed to enhance support for performance-intensive use cases such as database analytics and high density Virtual Desktop Infrastructure (VDI) deployments.

Posted May 13, 2020

Franz Inc., supplier of Semantic Graph Database technology for knowledge graph solutions, is introducing Gruff 8, a browser-based graph visualization software tool for exploring and discovering connections within enterprise knowledge graphs.

Posted May 13, 2020

One creates the potential for some interesting anomalies when building a star schema wherein the fact table contains future-dated metrics and any of the dimensions are Type 2.  A Type 2 dimension tracks changes to the data items contained within it. Effectively, each dimension contains a surrogate key, a natural key with a start and stop date, and additional descriptor columns. If any of the descriptor column values change, the existing dimension row has the stop date populated while a new row is inserted with the same natural key, new start date, and new descriptor values. 

Posted May 13, 2020

GoodData, a provider of end-to-end analytics solutions, is releasing a new web-based logical data model (LDM) modeler, bringing new capabilities and tooling to enables the simplification of data modeling. The web-based LDM modeler compliments the recently released GoodData data source management interface, which enables easy connection to Google BigQuery, Amazon Redshift, Snowflake, or a CSV file.

Posted May 12, 2020

Cloudera, the enterprise data cloud company, is releasing an expanded set of production machine learning capabilities for MLOps, now available in Cloudera Machine Learning (CML). Organizations can manage and secure the ML lifecycle for production machine learning with CML's new MLOps features and Cloudera SDX for models.

Posted May 06, 2020

GoodData, a provider of end-to-end analytics solutions, has added new capabilities to its Accelerator Toolkit, which is used by organizations to add data analytics into the natural flow of applications. "Achieving actionable insights from data is the make-it-or-break-it competitive advantage that all companies need, and GoodData continues to push innovation to make analytics everywhere possible," said Zdenek Svoboda, co-founder and vice president of product, GoodData.

Posted May 06, 2020

Yellowbrick Data, providing a data warehouse for hybrid cloud, and Next Pathway Inc., the Automated Cloud Migration company, are collaborating to accelerate the migration of complex on-prem workloads to the Yellowbrick Data hybrid cloud data warehouse.

Posted May 05, 2020

New Relic, a cloud-based observability platform built to help customers create more perfect software, is introducing New Relic Edge with Infinite Tracing. The new offering is a fully managed, cloud-native, tail-based distributed tracing solution built to empower software engineering teams to rapidly diagnose issues and latency across complex environments.

Posted May 05, 2020

The mainframe is continuing to grow in importance—so much so that the deployment frequency of new mainframe application features is set to surpass that of non-mainframe application features in 2020, according to a new global survey. "Given the increasingly crucial role the mainframe plays in innovation, continuously improving the quality, velocity, and efficiency of software development and delivery on the platform should no longer be a wishful IT aspiration—it's an urgent strategic imperative," said Chris O'Malley, CEO, Compuware.

Posted May 04, 2020

VAST Data, a storage company, is releasing Version 3 of its Universal Storage architecture, introducing more than 20 new features - including support for Windows and MacOS applications, cloud data replication, and native encryption. These latest Universal Storage updates allow enterprises to now marry all-flash performance with archive economics and scale to enable mission-critical and data-intensive enterprise production environments to consolidate their workflows and bring the power of flash storage and fast access to all of their data.

Posted May 01, 2020

MemSQL is now certified and available through Red Hat Marketplace, making it easier for developers to discover and access certified software for container-based environments, across all clouds and on-premises.

Posted May 01, 2020

Kong Inc., a cloud connectivity company, is releasing a new open source tool called Insomnia Designer, offering a collaborative API design editor. Building on Insomnia Core, which Kong acquired in 2019, the software works natively with Insomnia's testing capabilities to accelerate the development, performance and stability of REST and GraphQL services, the communications backbone of the modern applications and services people rely on each day.

Posted April 30, 2020

LOGIQ, creator of LOGIQ Insights, is releasing LOGIQ Insights 1.2, enabling self-service observability on the Kubernetes platform along with many features built for Kubernetes environments and workloads.

Posted April 29, 2020

Sigma Computing, a provider of cloud-native analytics and business intelligence (A&BI), is extending the power of Sigma to be used throughout the cloud data analytics stack.

Posted April 28, 2020

Verizon Media is unveiling  three new resources that developers and data teams can use to organize and better understand publicly available COVID-19 data. The resources include a dataset, API, and dashboard that help engineers analyze and navigate COVID-19 data.

Posted April 28, 2020

Fluree, a startup that provides a data-centric technology stack, is launching the Fluree Partner Network (FPN) providing enabling technology for ISVs, Sis, and VARs to build and deliver the Web3 applications. 

Posted April 28, 2020

Swarm64, a provider of database acceleration solutions for the PostgreSQL open source database, is releasing Swarm64 DA 4.0, database acceleration software that extends PostgreSQL with the ability to analyze data orders of magnitude faster than usual.

Posted April 23, 2020

GigaSpaces, the provider of InsightEdge, is releasing GigaSpaces 15.2, doubling performance and introducing the GigaOps Stack for DataOps functionality that simplifies and streamlines modern application development and deployment. Version 15.2 increases the velocity, reliability, and security of data processing and analytics in alignment with business goals, while freeing enterprises to develop and deploy modern time-sensitive and data-driven applications that support their digital transformation initiatives.

Posted April 22, 2020

SAP is launching "Bridge-IT," an app created using SAP and Qualtrics technology that empowers employees and customers with accurate real-time facts on COVID-19. Created to support employees and combat inaccurate news, the app will collate information from trustworthy sources including The World Health Organization (WHO), and combine it with specific country data, local government guidance, travel information, and relevant company policies, to provide localized information for users.

Posted April 22, 2020

To get a full appreciation for the incredible pace of change in business technology, look at the past 6 years. In 2014, IDC published a report that said that, by 2020, the digital universe would contain nearly as many digital bits as there are stars in the universe, and the data we create and copy annually would reach 44 zettabytes, or 44 trillion gigabytes. Guess what? It's 2020. And it turns out IDC was correct in assuming that we were about to endure a data deluge.

Posted April 22, 2020

Solo.io is updating Gloo, its Envoy based API Gateway, to focus on improving the developer experience in consuming APIs. In this release the company added a developer portal to make it easy to securely publish and manage APIs to developers both inside and outside the organization.

Posted April 17, 2020

DataStax is offering a preview build of Kong with support for DataStax Astra (beta), bringing a cloud-native database-as-a-service (DBaaS) built on Apache Cassandra to every developer. As part of the beta program, DataStax has been working with developers and listening to their feedback. Many asked for an integration with Kong so DataStax prioritized that request and Kong is one of the first integrations of DataStax Astra.

Posted April 17, 2020

Alluxio, the developer of open source cloud data orchestration software, is receiving $15.5 million after extending its Series B financing, enabling the company to expand its hybrid cloud data orchestration.

Posted April 16, 2020

Melissa, a provider of global address, name, email, phone, and identity verification solutions, is offering free address validation services for six months in response to the COVID-19 pandemic.

Posted April 15, 2020

Pepperdata, a provider of Analytics Stack Performance (ASP) solutions, is releasing Streaming Spotlight, a new product in Pepperdata's data analytics performance suite enabling Kafka integration. The suite is purpose-built for IT operations teams, giving them a single, comprehensive view of their analytics stack, both in the cloud and on premises.

Posted April 14, 2020

Alcide, a Kubernetes security provider, is releasing sKan, an open and free command line tool that brings Alcide Security Platform to the hands of developers, DevOps and Kubernetes application builders. sKan enables developers to scan Kubernetes configuration and deployment files as part of their application development as well as CI pipelines.

Posted April 09, 2020

Even before the IT elements of data optimization begin, aligning organizational culture around a data-driven mindset will be a major challenge. Making the case for data optimization is important. Even before the IT elements of data optimization begin, aligning organizational culture around a data-driven mindset will be a major challenge. Making the case for data optimization is important.

Posted April 08, 2020

With $3.6 trillion in mergers and acquisitions completed in 2019 alone, M&A activity has been booming. However, a merger or acquisition isn't just a business decision and a business process. It's also a massive undertaking on the IT side, as you figure out how to migrate and integrate business applications and business data.

Posted April 08, 2020

When it comes to DevOps, developers increasingly recognize databases to be code sets that require ongoing integration and deployment. They are "another code deployment which can and should be managed, tested, automated, and improved with the same robust, reliable methodologies applied to application code," according to the authors of a recent survey of 2,000 developers.

Posted April 08, 2020

Cutting-edge startups are constantly emerging to address new challenges and problems in ways never thought possible. Many of these young, innovative companies have fresh approaches that tap into blockchain, quantum computing, advanced analytics, AI, DevOps methodologies, containerization, and data security advancements. To shine a spotlight on some of the ways innovation in IT is being reflected today, here, DBTA presents 28 companies we think are worth watching in 2020.

Posted April 08, 2020

Talend, a provider of in cloud data integration and data integrity, is bolstering its partnership with Databricks. With the Winter '20 release of Talend Data Fabric, including Stitch Data Loader for data ingest, Talend now supports Delta Lake. The comprehensive support enables data ingestion into lakehouse environments where data warehouse management features are combined with low-cost storage.

Posted April 08, 2020

Talend is joining the fight against COVID-19 by collaborating with developers from the Singer open source community and Bytecode to create an ETL tool for COVID-19 datasets. Talend standardizes the data, augments it with metadata, then routes the results to a data warehouse or data lake: Amazon Redshift, Amazon S3, Snowflake, Microsoft Azure Synapse Analytics, Delta Lake for Databricks, or Google BigQuery.

Posted April 07, 2020

SQream, provider of SQream DB, is offering free licenses of SQream DB to qualified healthcare and government organizations on the frontlines of the push to defeat COVID-19. SQream DB enables organizations to rapidly analyze massive amounts of data which is being mined to find a better means of diagnosis and a potential treatment, vaccine, and cure. 

Posted April 07, 2020

More than 25,000 students competed in the 15th annual Master the Mainframe Student Developer Competition, powered by AngelHack and sponsored by IBM. The competition is intended to promote a positive sentiment of mainframes to Gen Z, and was presented in three parts, with various recognition and prizes awarded at the completion of each.

Posted April 06, 2020

Compuware, provider of software for mainframe DevOps, has announced new capabilities that enable application development teams to automate performance tests early in the development lifecycle, helping large enterprises speed time-to-market and improve application performance. "DevOps teams simply must accelerate mainframe software development and delivery and drive more innovation—it's a competitive mandate," said Chris O'Malley, CEO of Compuware.

Posted April 06, 2020

Collibra, the Data Intelligence company, is recieving $112.5 million in funding at a post-money valuation of $2.3 billion, to continue growing its suite of products. This brings the company's total venture funding to $345.5 million.

Posted April 02, 2020

DataStax is releasing code for an Apache Cassandra Kubernetes operator to help enterprises and users succeed with scale-out, cloud-native data. This Kubernetes Operator for Apache Cassandra, cass-operator, is now available and ready for use by the community.

Posted April 02, 2020

The latest Java Development Kit (JDK) delivers new features, including two new highly anticipated preview features—Pattern Matching for instance of (JEP 305) and Records (JEP 359), as well as a second preview of Text Blocks (JEP 368). Additionally, the latest Java release adds Java language support for switch expressions, exposes new APIs for continuous monitoring of JDK Flight Recorder data, extends the availability of the low-latency Z Garbage Collector to macOS and Windows, and adds, in incubator modules, the packaging of self-contained Java applications and a new Foreign memory access API for safe, efficient access to memory outside of the Java heap.

Posted April 01, 2020

Commvault, an enterprise software provider of the management of data across cloud and on-premise environments, is making its latest product innovations widely available. New improvements include new cloud and on-premise data management capabilities.

Posted April 01, 2020

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