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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

This may seem contradictory at first glance: Fresh data from the database user community finds that data lakes continue to increase within the enterprise space as big data flows get even bigger. Yet, at the same time, enterprises appear to have pulled back on Hadoop implementations.

Posted August 08, 2018

Still a relatively new solution coming into its own streaming platforms allow individuals to see data in real-time batches. Streaming solutions can help businesses analyze data in motion, simplify the development of applications, and extend the value of existing systems by integrating with already implemented applications along with supporting both structured and unstructured data.

Posted August 08, 2018

A relational database is a set of formally described tables from which data can be accessed or reassembled in many different ways without having to reorganize the database tables. The standard user and application programming interface (API) of a relational database is the Structured Query Language (SQL). SQL statements are used both for interactive queries for information from a relational database and for gathering data for reports.

Posted August 08, 2018

Database downtime can inflict a fatal wound on the life of a business and having a trusted backup solution that can ensure that databases can be back up and running quickly in the event of an outage is critical. With long downtimes simply unacceptable, organizations seek solutions with capabilities such as the ability to manage backups seamlessly, manage and monitor backups, ensure data integrity, scale efficiently restore quickly to any point in time, and provide security features to stay in compliance with local geographic and industry mandates.

Posted August 08, 2018

Companies are increasingly looking for the right database for the data storage need at hand. That might mean NoSQL, NewSQL, in-memory databases, and cloud databases—also known as database as a service—approaches. 

Posted August 08, 2018

Today's data visualization tools go beyond the standard charts and graphs used in Excel spreadsheets, displaying data in more sophisticated ways such as infographics, dials and gauges, geographic maps, sparklines, heat maps, and detailed bar, pie and fever charts. The images may include interactive capabilities, enabling users to manipulate them or drill into the data for querying and analysis.

Posted August 08, 2018

Redgate Software is adding Nexus Technology to its worldwide partner roster to help organizations successfully introduce DevOps to their database development. Redgate's software is already used by 91% of companies in the Fortune 100, and the new partnership with Nexus now means companies in the Channel Islands are in the ideal position to explore how too they can take advantage of database DevOps.

Posted August 07, 2018

Informatica, the enterprise cloud data management provider, is launching new customer success offerings that leverage big data, AI, and machine learning. Informatica's new program boasts faster business value with consistent and superior experiences to customers worldwide.

Posted August 01, 2018

SAP is deepening its partnership with Google and Intel to offer GCP virtual machines supporting the upcoming Intel Optane DC Persistent Memory for SAP HANA workloads. These GCP VMs will be powered by the future Intel Xeon Scalable processors (code-named Cascade Lake) thereby expanding VM resource sizing and providing cost benefits for customers.

Posted August 01, 2018

Redgate Software is upgrading SQL Prompt, elevating it from helping to develop and standardize new code to discovering problems in legacy code. The latest update to SQL Prompt allows users to analyze an entire script of legacy code, no matter how large, and see a list of all the issues contained within it.

Posted July 31, 2018

Silwood Technology Ltd., provider of self-service metadata discovery software, is entering a global reseller agreement with IDERA, a provider of database productivity tools. Through this agreement, IDERA will market and resell Safyr to complement its ER/Studio data modeling and architecture product suite.

Posted July 31, 2018

Splice Machine is releasing its intelligent application platform on the Microsoft Azure cloud service, giving customers another way to use the data platform while have the choice to deploy on-prem, AWS, or Azure. Splice Machine is a scale-out SQL data platform that can run fast OLTP and in-memory OLAP on the same platform, along with machine learning and streaming.

Posted July 26, 2018

MemSQL is updating its flagship platform, advancing its performance along with adding capabilities to accelerate time to insight. MemSQL 6.5 delivers an integrated database for data capture, management, and operations that integrates seamlessly with existing systems, infrastructure, and employee skills. This allows customers to get faster time to value and reduces cost and complexity.

Posted July 25, 2018

CloudJumper, provider of a Workspace as a Service (WaaS) platform, is introducing Cloud Workspace for Azure. The enhanced platform integrates the Cloud Workspace Management Suite with Microsoft's Remote Desktop modern infrastructure (RDmi) for increased visibility into the user's Azure, Office365, and Cloud Workspace experience.

Posted July 17, 2018

The role of the CDO is growing—as are data-based threats to businesses.

Posted July 12, 2018

Arcadia Data, provider of visual analytics and BI software, is launching Arcadia Enterprise to transform modern business intelligence for big data by delivering the power of BI.

Posted July 11, 2018

Dome9 Security, the public cloud security company, is introducing new capabilities in the Dome9 Compliance Engine that extend the scope of the platform's automation beyond security and compliance monitoring. Using this new Compliance Engine functionality, enterprises can accelerate the resolution of dangerous misconfigurations and minimize the window of vulnerability in their public cloud environments.

Posted July 06, 2018

Pure Storage, an all-flash storage platform, is releasing Pure Service Orchestrator, delivering container storage-as-a-service. Pure Service Orchestrator equips customers with effortless, self-managed storage that drives data centric architecture with public cloud-like agility on-premises, backed by all-flash speed and enterprise reliability, according to the vendor.

Posted July 06, 2018

When we hear the term "think outside the box," how often do we really examine what that phrase truly means? First, one needs a box. And it is on this issue where most folks fail. Before one can consider what is "outside the box," one must clearly understand what exactly is meant by "inside the box." People often consider random approaches the same as being "outside the box." However, just different is not enough.

Posted July 02, 2018

Databricks is partnering with RStudio, providers of a free and open-source integrated development environment for R, to increase the productivity of data science teams and allow both companies to integrate Databricks' Unified Analytics Platform with the RStudio Server. The RStudio and Databricks integration removes the barriers that stop most R-based machine learning and artificial intelligence (AI) projects.

Posted June 29, 2018

Oracle recently announced general availability of Oracle Application Express (APEX) 18.1, a low-code rapid application development platform that can run in any Oracle Database and is included with every Oracle Database Cloud Service.  APEX enables users to develop, design, and deploy data-driven desktop and mobile applications using only a browser. 

Posted June 20, 2018

Hewlett Packard Enterprise is planning to invest $4 billion in Intelligent Edge technologies and services over the next four years. Specifically, HPE will invest in research and development to advance and innovate new products, services and consumption models across a number of technology domains such as security, AI and machine learning, automation, and edge computing.

Posted June 20, 2018

Boundless, a provider of open and scalable GIS, is releasing Boundless Server Enterprise as a managed cloud service using the most advanced IT infrastructure available. With this release, customers are able to take full advantage of the unmatched geospatial technology of Boundless Server Enterprise, all packaged and ready to support the most complex business challenges immediately.

Posted June 06, 2018

IBM and partners launched a "Call for Code" initiative, an ambitious effort to bring startup, academic, and enterprise developers together to solve one of the most pressing societal issues of our time: preventing, responding to, and recovering from natural disasters.

Posted June 04, 2018

CloudJumper, a Workspace as a Service (WaaS) platform provider for agile business IT, is releasing a business-class Streaming App Services platform, offering a flexible application and data delivery for cloud-forward independent software vendors (ISVs) and application service providers (ASPs).

Posted June 04, 2018

SolarWinds is making a series of updates to its network management product portfolio, allowing the platform to support networks up to four times larger. This improvement makes it easy to consolidate monitoring solutions to a single provider enterprise-wise, and gives IT professionals' far greater flexibility to scale up and support larger data center networks as workloads increase, or scale out to address complex distributed networks. 

Posted June 04, 2018

Under usual circumstances, the one-to-many or many-to-many relationship, alone, drives the pattern used within the database model. Certainly, the logical database model should represent the proper business semantics of the situation. But on the physical side, there may exist extenuating circumstances that would cause a data modeler to consider including an associative table construct for a one-to-many relationship.

Posted June 01, 2018

It's spring-cleaning season, meaning many diligent homeowners are busy trying to organize their closets and homes in preparation for the spring and summer. Organizations, both small and large, also must keep up with cleaning their virtual dust bunnies on a regular basis, just as one would do within their own home.

Posted June 01, 2018

Pure Storage, an all flash storage platform, is releasing portfolio updates, developing a new vision for how businesses can implement a data strategy. Pure Storage is expanding its FlashArray product line to now deliver cost-effective all-NVMe Shared Accelerated Storage for every workload.

Posted May 30, 2018

Looker, a data platform provider, is releasing new tools and integrations to optimize data science workflows. Looker is improving its governed data workflow with an SDK for R and connections for Python, as well as streamed and merged results, Google TensorFlow integrations, and clean, visual recommendations for users.

Posted May 30, 2018

Accenture is collaborating with SAP SE to develop an intelligent entitlement-management solution that helps high-tech companies create and scale new digital business models. The new solution, SAP Entitlement Management, will help companies dynamically change individual customer access rights and other entitlement attributes, as well as install renewal-automation capabilities, so they can rapidly deploy new offerings and more-flexible pricing structures.

Posted May 23, 2018

Across industry and academia, the past several years have seen a proverbial explosion of new business analytics education programs.If you're new to the analytics labor market—or looking to advance your credentials—academia has likewise undergone a period of massive innovation as educators work diligently to keep pace with market demands and produce a new breed of business analytics education. The change has been nothing short of astonishing

Posted May 11, 2018

Enterprise architects are making major waves. In fact, a recent KPMG study spotlighted enterprise architecture (EA) as today's most in-demand tech skill, as companies recognize EA's critical role in cutting both costs and complexities. But while enterprise architecture is one of the fastest-growing skillsets, it's also undergoing a major evolution. Where the role previously involved exhaustive plans consisting of excessive amounts of analysis, slow timelines, and rigid conceptual models, the agility and DevOps movement has forced old EA mentalities into obsolescence.

Posted May 11, 2018

Agile approaches to projects have been touted by many organizations across the globe.  IT shops frustrated over expensive projects falling well shy of their goals have been desperate for change. These anxious organizations race into trying Agile as a solution to their woes.

Posted May 08, 2018

Data preparation is one of the biggest challenges facing customers today, according to Tableau Software, which cites an often-quoted statistic that analysts spend 80% of their time cleaning and shaping data, and only 20% actually analyzing it. To help speed the time to insight, Tableau has released Tableau Prep, a brand new product designed to help users prepare their data so they can use it for analysis more quickly.

Posted April 30, 2018

SentryOne has acquired Pragmatic Works Software (PWS), a provider of solutions for developing, testing, documenting, and monitoring the Microsoft Data Platform. According to SentryOne, the addition of the PWS product suite gives it a comprehensive offering for the Microsoft data professional, both on premises and in the cloud.

Posted April 30, 2018

The serverless computing architecture—sometimes called function as a service or FaaS—hides not just the underlying virtual machine, but also the application server itself. The cloud simply agrees to execute your code on demand or in response to an event.

Posted April 26, 2018

Priority Software Ltd., a provider of ERP solutions, is releasing Priority v18.2, enhancing system openness and mobile capabilities, introducing a new document generator, and boosting support for regulations compliance.

Posted April 12, 2018

For data architects, it is not unusual to use a data modeling tool to reverse-engineer existing solutions' databases. The reverse-engineering could occur for a functional reason, such as gathering information to evaluate a replacement option, or to comprehend a solution, seeking to work out what data should be extracted for a downstream business intelligence need.

Posted April 12, 2018

MicroStrategy, a provider of enterprise analytics and mobility software, is releasing an enhanced version of its flagship software, boosting mapping capabilities and more. Version 10.11 introduces new out-of-the-box visualizations, intelligent recommendations for content, prompts for dossiers, a native MicroStrategy Library app for smartphones, and more.

Posted April 10, 2018

GridGain Systems, provider of enterprise-grade in-memory computing solutions based on Apache Ignite, is launching GridGain Professional Edition 2.4, including a Continuous Learning Framework. The addition of this framework in the latest update includes machine learning and a multilayer perceptron (MLP) neural network that enable companies to run machine and deep learning algorithms against their petabyte-scale operational datasets in real-time.

Posted April 05, 2018

SAP is introducing SAP Predictive Engineering Insights, a cloud-based solution that creates virtual equivalents of physical assets. Powered by SAP Leonardo, SAP Predictive Engineering Insights replaces the need for physical inspections with ongoing, live "digital inspection" and analysis.  The new platform will provide real-time, intelligent analysis based on sensor feeds.

Posted March 28, 2018

SAP is launching the application edition of the SAP Predictive Analytics software to help enterprises create and manage predictive machine learning models for applications that run business activities. Co-developed with Accenture, the application edition enables intelligent enterprises by embedding predictive and machine learning capabilities in their applications, putting powerful data-driven insights at the fingertips of every business user.

Posted March 28, 2018

Data, data, data. With the exponential data growth that has occurred in the last 15 years, a need has arisen to sift through that data to find answers to questions.

Posted March 26, 2018

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