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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

Ash Munshi, Pepperdata CEO, recently discussed the need for DevOps for big data, and the role of the Dr. Elephant project, which was open sourced in 2016 by LinkedIn and is available under the Apache v2 License.

Posted March 07, 2017

Many businesses seem to believe that dimension tables and reference tables are indistinguishable objects. Apparently, the only difference worthy of note seems to be altering the object's name from "something reference," or "something xref," to "something dimension." As these organizations build multidimensional data marts, they often place a view on top of their reference table and feel good about how quickly and efficiently they complete their data mart.

Posted March 02, 2017

Welcome to the inaugural MongoDB Matters column, which will appear six times a year in Database Trends and Applications. Over the past 8 years, we've seen a truly once-in-a-generation explosion of new database technologies which have challenged—if not overthrown—the dominance of the venerable relational database. Of all these upstart databases, MongoDB seemed to us to most deserve dedicated coverage because of its strong momentum and adoption.

Posted March 02, 2017

Oracle is introducing version of 4.3 of its NoSQL Database, a key-value database that has evolved from the company's acquisition of BerkeleyDB Java Edition, an embeddable database. The new release offers key enhancements for the open source community, as well as cloud, and Oracle Database Enterprise Edition customers, said Ashok Joshi, senior director of NoSQL, Berkeley Database, and Database Mobile Server at Oracle

Posted March 01, 2017

Hazelcast, a provider of an open source in-memory data grid (IMDG) platform, is unveiling Hazelcast Jet, a new platform that gives users a distributed processing engine for big data streams. With Hazelcast's IMDG providing storage functionality, Hazelcast Jet is a new Apache 2 licensed open source project that performs parallel execution to enable data-intensive applications to operate in near real-time.

Posted February 07, 2017

Java started its life in the early 1990s as an attempt to develop an architecture-independent language that could be used in consumer electronics and other embedded contexts. It found itself in the right place at the right time when the web exploded in the mid-1990s and over the next 10 years became one of the mainstays of web development. Today, Java remains as popular as ever. It's arguably the most popular programming language of our generation.

Posted February 01, 2017

The past year was a blockbuster one for those working in the data space. Businesses have wrapped their fates around data analytics in an even tighter embrace as competition intensifies and the drive for greater innovation becomes a top priority. The year ahead promises to get even more interesting, especially for data managers and professionals. Leading experts in the field have witnessed a number of data trends emerge in 2016, and now see new developments coming into view for 2017.

Posted January 25, 2017

vArmour has been awarded a patent by the USPTO for security technology for container microservices. Marc Woolward, CTO of vArmour described what's changing in the world of clouds, containers, and microservices.

Posted January 24, 2017

Kinetica, a provider of an in-memory database accelerated by GPUs, has announced the availability of in-database analytics via user-defined functions (UDFs). "What we are offering are UDFs that are accelerated by GPUs. This enables us to benefit from the magic that comes from some of the deep learning and AI libraries that are out there, as well as taking the UDFs that customers have been using for years and moving them into a distributed model with GPUs," said Eric Mizell, VP, Global Solutions Engineering, Kinetica.

Posted January 24, 2017

IoT has massive implications for businesses of all kinds, and for individuals at all organizational levels, as well. Bart Schouw, IoT solutions director at Software AG, recently reflected on the changes taking place and explained why 2020 will be a critical year for IoT.

Posted January 20, 2017

At Oracle CloudWorld in New York City, Oracle unveiled new enhancements to the Oracle Cloud Platform to help customers move business-critical applications to the cloud. Describing the industry's move to the cloud as an "irresistible force," Oracle CEO Mark Hurd said, "This is not a what-if; this is the way things are going to go. The sooner you get on board with that the better."

Posted January 18, 2017

IBM broke the U.S. patent record with 8,088 patents granted to its inventors in 2016. IBM's 2016 patent output covers inventions in artificial intelligence and cognitive computing, cognitive health, cloud, cybersecurity and other strategic growth areas for the company.

Posted January 16, 2017

Compuware announced it has acquired MVS Solutions and its ThruPut Manager mainframe batch automation technology. Compuware's acquisition of MVS Solutions follows three acquisitions made in 2016: ISPW's source code management (SCM) and deployment technology, Itegration's SCM migration practice, and most recently, COPE IMS virtualization technology from Standardware.

Posted January 16, 2017

There was a time when what you saw was what you got. Building up the components of a business intelligence area was very straight-forward. A staging area was a staging area; an operational data store was an operational data store. But like buying a pitcher of beer for $2, or gas for less than a dollar per gallon, those days are gone. The dynamics have changed, things are more federated, and IT must accept more than one standard tool.

Posted January 03, 2017

Arcadia Data, provider of real-time modern business intelligence (BI) platforms, is releasing Arcadia Enterprise 3.3, making significant upgrades to uncover real-time insights. The new features - including Arcadia Smart Acceleration, advanced segmentation and cohort analytics, analytic extensions, and mobile and tablet support - unify real-time insights from streaming data with historical data discovery in a single view.

Posted December 20, 2016

IBM has announced new Bluemix services designed to simplify and speed app development in the cloud. With these new services, developers can now access and construct preconfigured toolchains using popular DevOps tools, including GitHub and Slack.

Posted December 12, 2016

Scribe Software is releasing the next generation of Scribe Online, offering a completely revamped user experience and an extended application programming interface. The new update simplifies and accelerates the process of creating and maintaining integrations between cloud services, on-premises applications, and databases.

Posted December 08, 2016

Terms such as "active," "inactive," and "canceled" may seem mundane and inconsequential, and when folks hear the term,"valid values," their eyes glaze and expectations of interest diminish. But exciting or not, reference values and an understanding of them are important to every organization.

Posted December 01, 2016

Yellowfin, business intelligence (BI) and analytics software vendor, is launching a virtualized data preparation module for analytics, fully integrating it into the metadata layer of its BI platform. Yellowfin's Data Preparation Module will enable organizations to model, profile, clean, shape, enrich, secure, and publish all data for reporting and analytics in a single BI environment.

Posted December 01, 2016

What's ahead for 2017 in terms of big data and IoT? IT executives reflect on the impact that Spark, blockchain, data lakes, cognitive computing,AI and machine learning, and other cutting-edge approaches may have on data management and analytics over the year ahead.

Posted November 30, 2016

Redgate, a Cambridge-UK based software company that develops SQL Server tools, has launched the beta of its new database cloning tool called SQL Clone that enables databases to be cloned quickly while saving up to 99% of disk space.

Posted November 28, 2016

Expanding the capabilities for customers to take advantage of the elasticity of Apache Hadoop and Apache Spark in the cloud to power new workloads and analytic applications, Hortonworks, Inc. has announced the availability of Hortonworks Data Cloud on the AWS Cloud.

Posted November 15, 2016

Why is there such pervasive abuse and misuse of database views today? Views are a helpful tool in building a business intelligence environment, yet many organizations establish practices that not only rob views of their full usefulness but present patterns that actually confuse issues instead.

Posted November 02, 2016

Data has become a disruptive force for global businesses and a catalyst for digital transformation. But data can only be leveraged for BI initiatives to the extent it can be accessed and trusted. And, while today's self-service BI and analytics tools satisfy a user's craving for more "consumerized" technology, they often leave an analyst stuck in neutral because the users, first and foremost, cannot find the data they need to perform any analysis.

Posted November 02, 2016

Trifacta, a provider of data wrangling solutions, is launching Wrangler Edge, a platform designed for analyst teams wrangling diverse data outside of big data environments. "We are packing the Trifacta product and adding enterprise features such as the ability to schedule jobs to handle larger data volumes to connect to diverse sources," said Will Davis, director of product marketing. "We also added collaboration and sharing features as well all without requiring organizations to manage a large Hadoop infrastructure."

Posted November 01, 2016

Compuware has unveiled new REST APIs for ISPW, the source code management and release automation solution that it acquired in January 2016. The new APIs are designed to help enable enterprises to integrate their numerous other mainframe and non-mainframe DevOps tools with ISPW to create their own custom cross-platform DevOps toolchains.

Posted October 17, 2016

Typically, most applications consist of both batch and online workloads. This is true even today, when most of our attention has turned to online and web-based interaction. Sure, online activities are the most obvious, in-your-face component of countless applications, but batch processing still drives many actions behind the scenes. This can include applying updates, processing reports, integrating input from multiple sources and locations, data extraction, database utility processing, and more.

Posted October 07, 2016

One symptom of an organization in the middle of a knowledge vacuum is evidenced by SQL that often includes what appears to be extravagant usage of the GROUP BY clause. Writing GROUP BYs here, there, and everywhere becomes a little SQL development dance step, a jitterbug to bypass the issue—moving but not really getting anywhere. Why do these kinds of circumstances exist? Well, maybe the only expert on the involved system has retired and no one else has picked up the torch, so no one is willing to touch the code.

Posted October 07, 2016

Vormetric, a Thales company, is releasing a new platform called Thales Orchestrator, to help reduce the cost of protecting data at rest across organizations. Thales Orchestrator's features include live data transformation, key management-as-a-service, Bring Your Own (encryption) Key management for AWS with Thales HSMs, vaultless tokenization, and Docker Encryption and Access Controls. Docker data-at-rest encryption and access controls that help to assure container images and file systems are controlled and secure.

Posted October 06, 2016

Syncsort is incorporating new open metadata management capabilities in its DMX-h data integration software that, along with its seamless integration with Cloudera Navigator, aim to make big data governance easier.DMX-h provides organizations with a single interface for accessing and integrating all enterprise data, including IBM z mainframes, and the flexibility to use the metadata repository that best meets their needs, on premise and in the cloud.

Posted October 04, 2016

MariaDB Corporation is updating its MaxScale platform, adding a data streaming integration with Kafka, enhanced security, and high availability capabilities. MariaDB MaxScale is a next-generation database proxy that manages administrative functions like security, scalability, data streaming and high availability, enabling the database to focus on core functionality to drive faster innovation.

Posted October 03, 2016

Database Brothers, Inc. (DBI) has released V6.3 of its flagship product, pureFeat Performance Management Suite for IBM DB2 LUW, which adds the Predictive Index Impact Analysis capability.

Posted September 27, 2016

In his keynote on Monday at Oracle OpenWorld 2016, Oracle CEO Mark Hurd showcased customer success stories and offered three new predictions for the future of cloud, which, he said, represents a generational shift in the IT market.

Posted September 21, 2016

Trifacta is releasing an enhanced version of its namesake platform, further boosting its data wrangling capabilities and bolstering the solution for more data sources and diverse users. The v4 release extends the ability of users to directly connect to a variety of enterprise data sources, including Oracle, MySQL, Microsoft SQL Server, PostgreSQL, and Teradata, and expands support for customers deploying Trifacta in cloud environments such as Amazon Web Services, Google Cloud Platform, and Microsoft Azure.

Posted September 20, 2016

Percona, provider of MySQL and MongoDB solutions and services, is releasing an open source database performance analysis tool that will enable DBAs and application developers to optimize the performance of their MySQL and MongoDB databases.

Posted September 13, 2016

erwin Inc. has acquired UK-based Corso Ltd, a provider of enterprise architecture solutions. erwin has also announced general availability of erwin CloudCore, an integrated cloud bundle consisting of erwin Data Modeler and Corso Agile EA.

Posted September 12, 2016

Conventional wisdom insists that IT will migrate to the cloud entirely at some point. But practical experience shows that enterprises that have invested in legacy architecture that still has many years of life left in it are not likely to rip and replace, at potentially astronomical costs. Instead, implementing a Bimodal IT approach supported by SDDC on integrated systems will allow companies to address scalability needs with agility, while also ensuring the mission-critical functions of their legacy systems are not compromised.

Posted September 12, 2016

The Independent Oracle Users Group (IOUG) is excited to be joining the Oracle technology community in San Francisco once again at Oracle OpenWorld 2016, September 18-22. IOUG's 30,0000+ member community is comprised of the top Oracle technology experts from around the globe, several of whom will be presenting sessions on hot topics like Data Intelligence, iOT, Data Security, and Cloud migrations.

Posted September 07, 2016

Datawatch Corporation unveiled an enhanced version of its self-service data preparation solution, making the platform faster and more intuitive. Datawatch Monarch 13.5 empowers business users and data analysts to overcome traditional data access and preparation challenges by enabling them to easily and rapidly mine data from virtually any source and then manipulate, blend, enrich, and prepare it for use in analytics tools or optimizing manually intensive business processes.

Posted September 07, 2016

Programming is a literal sport. Code does exactly what it is configured to do, no compromises. When the definition of a task is fuzzy, it is up to the developer to do what they believe is correct. Does the code reflect what is desired? That answer is left open to interpretation. Sadly, developers may not have a clear understanding, and even the users requesting the solution may not be sure. The results can be very painful for an organization. Expectations may not align with the delivered solutions. Users will blame IT; IT will blame users.

Posted September 02, 2016

IBM has announced that Workday, a provider of enterprise cloud applications for finance and human resources, has adopted the IBM Cloud as part of a multi-year strategic partnership. IBM Cloud will become the foundation for Workday's development and testing environment. IBM Cloud will provide capacity expansion in support of Workday's development and testing requirements. "Workday will use IBM Cloud to continue accelerating Workday's internal development and testing efforts to support our ongoing global expansion," said Aneel Bhusri, co-founder and CEO of Workday.

Posted August 22, 2016

Nimbus Data is releasing a new all-flash platform for cloud, big data, virtualization, and massive digital content that will offer unprecedented scale and efficiency.

Posted August 09, 2016

Datameer is launching a newly redesigned Global Partner Program to recruit and enable a dynamic ecosystem of technology, services, and reseller partners. Datameer's new program introduces a rewards system that recognizes partners and helps form a trusted and easily accessible network for customers.

Posted August 09, 2016

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