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Master Data Management

With an increasing variety of systems, IT professionals, and customers creating and accessing data throughout enterprises as well as partner organizations, Master Data Management and Data Governance products play a critical role in consolidating and cleansing data to provide information that can be relied upon for the basis of decision-making and outreach to customers.



Master Data Management Articles

Innovative vendors are helping to point the way forward with technologies and services to take advantage of the wealth of data that is pouring into companies. This sixth DBTA 100 list spans a wide variety of companies that are each addressing the evolving demands for hardware, software, and services. Some are long-standing companies with well-established offerings that have evolved over time, while others are much newer to the data scene.

Posted June 14, 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

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

Technology is constantly changing, and IT architects need to keep up with modern developments to ensure that their companies are achieving the best possible return on their IT investment.

Posted May 24, 2018

DataOps is emerging as a methodology for data scientists, developers, and other data-focused professionals to enable an agile workflow while also adhering to data governance requirements. Kellyn Pot'Vin-Gorman, Technical Intelligence Manager, Delphix, presented her session, "Making Big Data Bite-Size with DataOps" on Wednesday, May 23, 2018 during Data Summit 2018. Pot'Vin-Gorman discussed how to move from simple DevOps with tools and automation, while making the data central to the solution.

Posted May 23, 2018

While companies are collecting treasure troves of information about their customers, they are increasingly looking for the right tools and technologies to gain a 360° view that is critical to leveraging the data's full value. Zak Pines, VP marketing, Bedrock Data, presented his session, "Overcoming Data Silos to Get a Unified View of Customers" on Tuesday, May 22, 2018 during Data Summit 2018.

Posted May 22, 2018

The evolution of computing has changed dramatically since the mainframe was first introduced. Thanks to a proliferation of options for handling Big Data more naturally and efficiently than relational database management systems (RDBMS), we are in a "post-relational era." David Teplow, CEO, Integra Technology Consulting, presented his session, "SQL's Sequel: Hadoop and the Post-Relational Revolution" on Tuesday, May 22, 2018 during Data Summit 2018. His session deep dived into the best solutions to utilize during this "era."

Posted May 22, 2018

Hadoop has forever changed the economics and dynamics of large-scale computing, and its use among enterprises looking to augment their traditional data warehouses continues to grow. During the first day of Data Summit, May, 21, 2018, Marco Vasquez, senior technical director, MapR, held a pre-conference workshop exploring the basics of Hadoop.

Posted May 21, 2018

With the proliferation of big data throughout enterprises, businesses need innovative ways to derive insights to propel business value. This is where knowledge graphs come in, a tool that can drive new marketing strategies to maintain existing customers and attract new ones.

Posted May 17, 2018

Aside from data, "governance" is the most used term in data governance. Duh! It's in the name, right? But not only is it the most used, it is also the most misused and misinterpreted. The general perception of the term "governance" generates a widespread misunderstanding of the purpose of data governance. With excitement and fear rapidly growing around the use of data in businesses across all industries, data governance is becoming a hotter-than-hot topic! But, as with many corporate buzzwords, the more viral the term and concepts of data governance become, the more inappropriately used and abused they are.

Posted May 11, 2018

Fueled by the growing demand for data-driven insights, as well as the explosion of new data sources and formats, innovative big data technologies continue to expand. While the long-trusted RDBMS still reigns supreme in most organizations, the surging force of data from social media, mobile devices, IoT, and other sources, as well as the availability of additional options for data storage and processing, means that there is plenty of room for disruptive new approaches.

Posted May 11, 2018

When it comes to capturing and analyzing data, IT departments have more choices today than ever before. And choice is a good thing. However, in order to pick the right tool for the job, enterprises need to fully understand the business requirements as well as choices. DBTA recently held a webinar with Brian Bulkowski, CTO and founder of Aerospike, and Jean-Pierre Dijcks, master product manager, big data, Oracle, who discussed the key differences between Hadoop, NoSQL,  and RDBMS and how to choose between them.

Posted May 11, 2018

Redgate Software is further developing its SQL Search tool to integrate with Microsoft SQL Operations Studio. SQL Search is a popular tool Redgate developed and the version for SQL Server Management Studio and Visual Studio 2017 has been downloaded more than half a million times.

Posted May 10, 2018

It's time to vote for the annual Database Trends and Applications Readers' Choice Awards Program in which the winning information management solutions, products, and services are chosen by you—the people who actually use them. Voting ends Friday, May 11, 2018, so be sure cast your ballot now for the candidates of your choice.

Posted May 08, 2018

As data from the Internet of Things is emerging and changing the data landscape as we know it, a new set of challenges are rising. IoT devices that generate megabytes or gigabytes of data per second are stunning organizations. Certainly, the infrastructure will have to change, as those volumes of data will likely overwhelm the available bandwidth for aggregating the data into a central repository.

Posted May 02, 2018

GDPR goes into effect today. Rex Ahlstrom, chief strategy and technology officer at BackOffice Associates, a provider of information governance and data stewardship solutions, discussed what's at stake.

Posted May 01, 2018

Syncsort and Collibra have  announced delivery of automated connectivity between Syncsort's Trillium Discovery product and the Collibra Data Governance Center. This integration can help companies address data quality under the European Union's General Data Protection Regulation (GDPR) and other key regulatory initiatives. Data quality is important to GDPR because the regulation gives customers the right to access and correct their personal data and have a say in how long the data can be retained, ultimately empowering citizens' data privacy.

Posted April 30, 2018

Companies continue to get wrapped up in this constant big data deluge. Expanding data volumes and longer data retention requirements are putting enormous and previously unforeseen stresses on organizations' data security and compliance environments.

Posted April 26, 2018

Special early bird registration pricing for Data Summit 2018 has been extended for 1 week, and will end Friday, April 27. The Data Summit conference is a unique world-class event that brings together IT practitioners and business stakeholders from top corporations, government agencies, and public institutions to learn about the leading technologies and strategies for succeeding in this increasingly data-driven world.

Posted April 17, 2018

Today's global economy runs on data. Every day, individuals are providing data, while companies collect it. The rapid growth and volume of this data has been overwhelming and nearly impossible to manage. But, as the value of data increases, so does the interest from outside, including potentially nefarious sources. What's required are newer, specific safeguards that address the myriad of data challenges brought about by the digital age.

Posted April 12, 2018

NGINX, Inc. is releasing new capabilities and major enhancements to its Application Platform - an integrated suite of software technologies that simplify the adoption and deployment of microservices.

Posted April 09, 2018

Businesses must become more competitive than ever in the big data arena. Executives must know where to focus their efforts to capitalize on the growing opportunities of the analytics economy. Anne Buff, advisory business solutions manager at SAS, will discuss how executives can generate substantial business value, internal and external, from the growing analytics economy in her Data Summit 2018 session titled, "Five Executive Imperatives to Compete in the Analytics Economy."

Posted April 09, 2018

Not many companies have the opportunity to take a greenfield approach to data architecture. Most have "accidental architectures" that were never really intentionally designed at all, but instead have been built up over time across different eras of data management, according Rick Sherman, managing partner of Athena IT Solutions. But fragmented architectures can still be improved, says Sherman, who will present a talk titled "Designing a Data Architecture for Modern Business Intelligence and Analytics" at Data Summit.

Posted March 29, 2018

Database environments continue to increase in size and complexity while the challenge of maintaining the performance and availability of business-critical systems is also growing. A brand new study fielded among Database Trends and Applications readers and members of the Independent Oracle Users Group reveals that database professionals are being tasked with managing more database instances and platforms, and in greater sizes, than ever before - both on premises and in the cloud.

Posted March 29, 2018

Registration is now open for Data Summit 2018 presented by DBTA and Big Data Quarterly. For a limited time, super early bird pricing is also available for the conference which will take place May 22 - 23, 2018 at the Hyatt Regency Boston.

Posted March 28, 2018

It's time to vote for the annual Database Trends and Applications Readers' Choice Awards Program in which the winning information management solutions, products, and services are chosen by you—the people who actually use them. This year, there are 27 categories in which to vote—providing plenty of opportunity for the recognition of both well-established products as well as new and cutting-edge technologies.

Posted March 28, 2018

You are one of the few and the brave—you have not only established a successful data governance program, you have done so and lived to tell the tale. But, while your brow is still wet and your sleeves are rolled up, your program could be crumbling and you might not even see the warning signs.

Posted March 27, 2018

Many organizations nowadays are struggling with the quality of their data. Data quality (DQ) problems can arise in various ways. Common causes of bad data quality include multiple data sources; limited computing resources: Lack of sufficient computing resources; changing data needs; and different processes using and updating the same data.

Posted March 26, 2018

Data strategy is a commonly misunderstood term and everybody defines it differently.  But to really harness the power of your data, you need a solid strategy that incorporates everything—from security to data governance to choosing the right technologies, says Lynda Partner, VP, Marketing & Analytics as a Service, Pythian, who will present a talk at Data Summit 2018 titled "The Business of Data: Defining Your Strategy."

Posted March 20, 2018

Today, the average enterprise is being flooded with data streams as they come in from a variety of endpoints from smart devices and sensor networks, to web logs and financial transactions. DBTA recently held a webinar featuring Brian Bulkowski, co-founder and CTO, Aerospike, and Dan Potter, VP product management and marketing, Attunity, to educate its readers about the key ingredients for success in building a fast data system.

Posted March 16, 2018

An abundance of database types are flourishing so much so that those who tout "polyglot persistence" insist that one size cannot fit all and focus on integrating multiple data stores. However, multi-model databases are also on the rise and may be a better fit than using multiple data stores. Jeff Fried, CTO, BA Insight will discuss the pros and cons of both approaches at Data Summit 2018 during his session titled, "Polyglot Persistence Versus Multi-Model Databases."

Posted March 14, 2018

IBM is unveiling an experimental offering named IBM PAIRS Geoscope, a cloud-centric geospatial information and analytics service that can accelerate the discovery of new insights. This repository, currently growing by terabytes per day, can automatically ingest, curate, and seamlessly integrate all forms of geospatial-temporal data.  Large, heterogeneous, and complex datasets are tamed into a tidy aligned and indexed structure designed for efficient retrieval and query. 

Posted March 13, 2018

Alteryx, Inc., provider of data science and analytics solutions, is releasing Alteryx Promote, a component of the Alteryx Analytics platform for both data scientists and citizen data scientists. It is the result of the company's acquisition of Yhat, a Brooklyn-based data science company, announced in June 2017.

Posted March 09, 2018

It's time to submit nominations for the annual Database Trends and Applications Readers' Choice Awards Program in which the winning information management solutions, products, and services are chosen by you—the people who actually use them. This year, there are 28 categories in which to submit nominations.

Posted March 07, 2018

MariaDB is launching MariaDB Server 10.3.5, adding temporal data processing, Oracle compatibility features, and other improvements in its next candidate release. The announcement was first made during the MariaDB M|18 conference in New York.

Posted March 07, 2018

Take advantage of the many opportunities for peer interaction through panel discussions and provocative talks at this year's Data Summit conference. This unique event brings together IT practitioners and business stakeholders from all types of organizations.

Posted March 07, 2018

data.world is releasing its data collaboration platform for the enterprise, aiming to break down the barriers separating people, data, and business. The platform is launching with integrations with leading enterprise data solutions including Tableau, Microsoft Excel and Power BI, IBM SPSS, MicroStrategy, Google Data Studio, and others.

Posted March 07, 2018

iguazio, a data platform powering data-driven applications by extending the cloud experience at the edge and on premises, is launching a global Channel Partner Program and further extending its global reach. As part of the new program, which is open to systems integrators, value-added resellers (VARs) and OEMs, iguazio has already formed partnerships with key channel leaders.

Posted March 02, 2018

Cleaning data is no different from many types of maintenance - just as disorganization creates disruptions in life, working with unclean data can be a recipe for disaster for an enterprise. Wasting time searching for clean data, making bad decisions, inefficiently processing functions, and receiving regulatory fines are just a few of the mishaps that can confront an organization with dirty data.

Posted February 28, 2018

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