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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

Dataiku is unveiling Dataiku 4.1, providing a new and improved platform suite that will help users to prototype, build, scale, deploy, and manage advanced data science products. Dataiku 4.1 has been designed to accelerate scalable deployment while maintaining its powerful core functionalities such as point-and-click interfaces for data preparation and analysis, customizable tools to facilitate cutting-edge and efficient data science, and straightforward solutions for deploying, monitoring, and governing models in production.

Posted November 14, 2017

Leadership in IT can be very dynamic.  At one time or another it seems anyone may be impressed into a leadership role. The data people (DBAs, data architects, data modelers), often end up considered as unofficial leaders (largely because they are the smarter ones on the team). A leader, whether official or unofficial, has some responsibilities.

Posted November 01, 2017

Hazelcast, a provider of an open source in-memory data grid (IMDG), is releasing an updated version of its platform, enhancing usability, performance, and scalability. Hazelcast IMDG 3.9 expands its near cache abilities to include for all clients including Scala, .Net/C#, C++, Python and Node.js. Enhanced application speed is the key of benefit of using near cache. Near cache is often used to serve a small subset of very hot items with minimal latency.

Posted October 26, 2017

There's a surprising trick for greatly increasing the chances of real impact, true success with many types of machine learning systems, and that is "do the logistics correctly and efficiently."   That sounds like simple advice - it is - but the impact can be enormous. If the logistics are not handled well, machine learning projects generally fail to deliver practical value. In fact, they may fail to deliver at all. But carrying out this advice may not seem simple at all.

Posted October 26, 2017

VoltDB, provider of an in-memory translytical database, is expanding its open source licensing to enable developers to more easily build, test and deploy real-time applications with the VoltDB data platform. Developers can now access the VoltDB platform with no additional fees, reducing the cost of application development and accelerating the testing and deployment of more advanced database capabilities in production environments.

Posted October 25, 2017

How rapidly digital transformations have occurred since 2007. A decade ago organizations had not yet turned en masse to leverage social platforms such as Facebook. Consumer technology and its potential went largely ignored and companies were mainly focused on data mining, search technology, and virtual collaboration. Surely it is time for a new generation of intelligent data modeling to step up and enable advertisers and marketers to target consumers more accurately.

Posted October 18, 2017

CA Technologies, which in January 2017 completed the acquisition of Automic Holding GmbH, a provider of business process and IT automation software, has announced a major new release of the CA Automic One Automation Platform. Providing a unified suite of automation products enabled to deliver intelligent automation for the modern software factory, the company says the new release addresses a rapidly growing market that has the potential to reach over $6 billion by 2020 with critical growth areas in cloud, big data and DevOps driving data center automation.

Posted October 10, 2017

Data professionals and vendors converged at Strata Data in New York to trade tips and tricks for handling big data. Top of mind for most was the impact of machine learning and how it's continuing to evolve as the "next big thing."

Posted October 05, 2017

Dremio launched its data analytics platform in July and at Strata Data Conference in New York the company had the opportunity to showcase what the company can do. The company's mission is to cut out the need for traditional ETL, data warehouses, cubes, and aggregation tables, as well as the infrastructure in order to enable users to be independent and self-directed in their use of data, thereby accelerating time to insight.

Posted October 03, 2017

At the Strata Data Conference in New York, Paxata, provider of the Adaptive Information big data prep platform, announced early availability of its Intelligent Ingest as part of its next major release. The new automated ingest capabilities are aimed at making it more simple for business consumers to rapidly incorporate data from any cloud or format to prepare data for business analysis. 

Posted October 02, 2017

IBM is launching a new platform called the Integrated Analytics System, a new unified data solution designed to give users fast, easy access to advanced data science capabilities. The system, which comes with a variety of data science tools built-in, allows data scientists to get up and running quickly to develop and deploy their advanced analytics models in-place, directly where the data resides for greater performance.

Posted September 27, 2017

The movement toward the instrumentation of everything and the democratization of data and analytics is resulting in more data flowing to more users, and is creating new challenges in data management.

Posted September 20, 2017

TigerGraph is emerging from stealth, securing of $31M in Series A funding and launching TigerGraph - a  native parallel graph database platform for enterprise applications along with the availability of both its Cloud Service and GraphStudio, TigerGraph's visual software development kit (SDK).

Posted September 20, 2017

Munbo Software has launched a new application development platform to ease the pain of developers working with complex multi-tiered architectures. Headquartered in Sydney, Australia, Munbo was founded in 2010 by Angelo Doukas and Stephen Gregan, and has been developing the platform for the past 7 years.

Posted September 14, 2017

Redgate Software has released a new version of SQL Toolbelt, a portfolio of database development software, that lets developers and administrators determine immediately if database deployments have caused any adverse effects.

Posted September 11, 2017

Every few years we hear of one new idea or product that will surely bring death to the relational database, or death to the data warehouse, or death to something. It appears that many prefer to see death or at least they greatly enjoy planning for it. Often these finalities never seem to arrive.

Posted September 07, 2017

DBAs spend a lot of time on tuning application code and SQL statements to boost efficiency and optimize access. But SQL is only one aspect of database systems performance. It is also important for DBAs to devote time to tuning and optimizing the design, parameters, and physical construction of database objects, specifically tables and indexes, and the files in which their data is stored.

Posted September 07, 2017

Each year, tens of thousands of data professionals from well over 100 countries gather at Oracle OpenWorld in San Francisco. Leaders of two major Oracle users' groups—David Start, president of the Independent Oracle Users Group, and Alyssa Johnson, president of the Oracle Applications Users Group—share what they have planned for their members at Oracle OpenWorld 2017, taking place Oct. 1-5.

Posted September 07, 2017

Evaluating new and disruptive technologies, as well as when and where they may prove useful, is a challenge. Against the rapidly evolving big data scene, this year, Big Data Quarterly presents the newest "Big Data 50," an annual list of forward-thinking companies that are working to expand what's possible in terms of collecting, storing, and deriving value from data.

Posted September 07, 2017

On Sunday at Oracle OpenWorld, several Oracle user groups, including the IOUG, will bring the experiences of our users and experts to San Francisco and share with thousands of our peers. If you're coming to OpenWorld, I can't say enough about how important it is to participate in the Sunday Program.

Posted September 06, 2017

InfluxData provides an open source platform built for metrics, events, and other time-based data. Recently, Evan Kaplan, CEO of InfluxData, reflected on the future of databases and why time-series represents the next wave of databases for data—from humans, sensors, and machines.

Posted August 30, 2017

Pivotal Software and VMware,in collaboration with Google Cloud, have unveiled Pivotal Container Service (PKS), a new product that helps enterprises and service providers to deliver Kubernetes on VMware vSphere and Google Cloud Platform (GCP), with compatibility to Google Container Engine (GKE).

Posted August 29, 2017

Syncsort has acquired Metron Technology, Ltd., a provider of capacity management software, services and education. Metron's signature athene solution delivers trend-based forecasting, capacity modeling, and planning capabilities to help enterprises optimize their data infrastructure.

Posted August 29, 2017

Docker has announced the latest release of Docker Enterprise Edition (EE), a container as a service (CaaS) platform for managing and securing Windows, Linux, and mainframe applications across both on premises and cloud infrastructure.

Posted August 28, 2017

Automic Software, a provider of business automation software and subsidiary of CA Technologies, announced a new automation use case to help enterprises empower digital transformation initiatives across their SAP environments.

Posted August 23, 2017

IDERA, a provider of database lifecycle management solutions, has released ER/Studio 17, incorporating significant updates to its Business Architect process modeling tool. The new capabilities are aimed at helping business analysts to map and model relationships between people, processes, and data as the foundation for enterprise architecture and data governance initiatives.

Posted August 16, 2017

Kyvos Insights, a big data analytics company, is releasing Kyvos 4.0, providing users with new capabilities for creating data cubes with near limitless scalability and performance. Kyvos 4.0 delivers new levels of scalability, performance, and support for concurrent users, enabling organizations to provide self-service, interactive business intelligence (BI) on big data for all of their users across the enterprise.

Posted August 15, 2017

There is an old joke that a tourist in New York City is lost while sightseeing and notices a musician leaving a taxi; he walks up to the musician and asks, "How do you get to Carnegie Hall?" The musician responds, "Practice, practice, practice." Obviously, such jokes are doomed to obscurity as people now will simply use the navigation app on their phone. However, the advice itself, in its own way, will always be relevant—practice, practice, practice.

Posted August 09, 2017

Data modeling tools can help organizations create high quality data models that enable them to shape, organize, and standardize data infrastructure, change structures, and produce detail documentation. Moreover, data modeling solutions can also help companies visualize and manage business data across platforms and extend that data to users with varying job roles and skill levels across geographies and time zones.

Posted August 02, 2017

Geographically spread-out development teams with varied skill levels and different areas of proficiency, ever-faster software development cycles, multiple database platforms—all this translates to a challenging development environment that database development solutions providers seek to streamline.

Posted August 02, 2017

TIBCO Software, a provider of integration, API management, and analytics, is acquiring nanoscale.io, a provider of microservices technology and tooling. The acquisition extends and enhances TIBCO's leadership in the development of microservices and APIs that connect and integrate with a more expansive on-premises or hybrid cloud environment, and bolster its Connected Intelligence platform.

Posted July 27, 2017

It's been long acknowledged that data is the most precious commodity of the 21st-century business, and that all efforts and resources need to be dedicated to the acquisition and care of this resource. Lately, however, executives have become enamored with the vision of transforming their organizations into "data-driven" enterprises, which move forward into the future on data-supported insights. So, what, exactly, does the ideal "data-driven enterprise" look like?

Posted July 27, 2017

The data manager now sits in the center of a revolution swirling about enterprises. In today's up-and-down global economy, opportunities and threats are coming in from a number of directions. Business leaders recognize that the key to success in hyper-competitive markets is the ability to leverage data to draw insights that predict and provide prescriptive action to stay ahead of markets and customer preferences. For that, they need to keep up with the latest solutions and approaches in data management. Here are 12 of the key technologies turning heads—or potentially opening enterprise wallets—in today's data centers.

Posted July 19, 2017

Data modelers are responsible for creating and maintaining the conceptual, logical, and physical data models for an organization. These data models are used to define the data requirements that support the business goals, but business stakeholders often have difficulty understanding how these technical documents correlate to their business processes.

Posted July 14, 2017

CA Technologies has added new solutions and capabilities within its API Management portfolio that are intended to help developers, enterprise architects and digital leaders create and deploy microservices—and manage the APIs that connect and orchestrate microservices.

Posted July 06, 2017

For everyone normalizing their designs, just remember: There ain't no such thing as a partial foreign key. When a project pretends that partial foreign keys are a valid concept, the end result is a database model that either lies to viewers, or does not give them the necessary information to readily join tables together.

Posted July 05, 2017

DevOps—the close working alliance between development and operations teams—is catching hold in enterprises dependent on continuously and frequently delivering new versions of software, whether for internal consumption or external services.

Posted July 05, 2017

Hackolade, a Brussels-based provider of data modeling for NoSQL and multi-model databases, has announced the availability of Hackolade version 1.7, a new release of its data modeling software, to support both MongoDB version 3.4 and MongoDB Atlas, its cloud-hosted database as a service. This is one of the first next gen data modeling tools available on the market that helps in proper representation of physical data models for MongoDB collections and views.

Posted June 23, 2017

New England Water Heater is a plumbing services company specializing in water heater repair and installation based in North Waltham, MA. The company provides a centralized service through a network of geographically dispersed plumbing companies in the surrounding region, including its own company, Home Services of New England (HSNE) Plumbing. As a longtime Revelation Software customer, NEWH uses a system on Revelation's OpenInsight 9.4 for business processes such as document management, phone calls, and customer support.

Posted June 21, 2017

SAP and Accenture are expanding their collaboration to co-innovate, co-develop, and jointly go to market with digital solutions based on the new SAP Leonardo digital innovation system. The long-standing strategic partners will focus on embedding digital technologies including additional machine learning, analytics, and the Internet of Things (IoT) at the core of clients' businesses to deliver even greater value from their SAP investments.

Posted June 21, 2017

MongoDB has announced MongoDB Stitch, a new service to make it easier for developers to integrate the services they need to build applications. The company has also expanded the availability of MongoDB Atlas, its database as a service, to Microsoft Azure and Google Cloud Platform (GCP).

Posted June 20, 2017

BMC, a provider of IT service solutions, has rolled out Control-M Workbench, a no-cost, self-service, standalone development environment which builds on the Control-M Automation API that was introduced in 2016.

Posted June 19, 2017

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