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Data Quality

Solutions and Services for Data Quality include Master Data Management, Data Cleansing, Data Deduplication, Address Verification, Customer Contact Data Management, Customer Relationship Management (CRM), Golden Record Creation, Geocoding, Data Integration, Data Management, and Mailing Software for Adherence to U.S. Postal Regulations.



Data Quality Articles

Many organizations talk about data governance, but rather than establishing an ongoing governance process that is involved with every project, the governance is viewed as a one-time task to be slogged through, over with and done. Such myopic approaches will only lead to failure. Data governance is like life, it is the journey, not a destination.Proper data governance brings commonality to an organization; it leads the journey to a single version of the truth. A single version of the truth does not mean everyone must kowtow to a single metric, but it does mean distinct calculations unique to dissimilar sub-groups have different specific names at the corporate level, even if those naming differences are subtle.

Posted March 07, 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

DBAs may think that machine learning cannot possibly perform all of their tasks and but it is entirely feasible and likely that the machine learning functionalities will perform all of the tasks of an operational DBA - or will very soon, writes Eric Mader in the fourth installment of a six-part article series by editors of IOUG SELECT and Big Data Quarterly on "The Changing Role of the Modern DBA."

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

Datawatch Corporation is launching Datawatch Monarch Swarm, an intelligent enterprise data preparation and analytics platform that can transform how businesses interact with and leverage their greatest assets. With new and innovative applications of machine learning technology to benefit every user no matter their skill-level, Monarch Swarm empowers every individual, department, and organization with advanced intelligence and insight into how data can be used to drive further team collaboration, socialization, and support of data governance practices.

Posted March 05, 2018

Waterline Data, a provider of data cataloging solutions and applications, is releasing the Waterline Metadata Discovery Platform, designed to help the petabyte enterprise accelerate the discovery, governance, and use of big data. Based on advanced data virtualization technology, the new solution serves as a platform for multiple applications, from data cataloging for analytics to the newly launched GDPR compliance application.

Posted March 05, 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

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 February 28, 2018

SAP unveiled a new consumption-based commercial model for customers to easily acquire and engage SAP Cloud Platform, the company's platform as a service (PaaS). Other updates include the next-generation SAP Cloud Platform SDK for iOS, which allows customers to extend enterprise apps and processes to mobile devices.

Posted February 28, 2018

SAP is introducing the latest release of SAP S/4HANA Cloud, 1802, including advanced and more intelligent functionality in machine learning, in-memory analytics, in-context collaboration and more.This, combined and enriched by SAP's digital assistant, is enhancing new innovations for the finance, manufacturing, sales, procurement, and professional services industries.

Posted February 28, 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

MariaDB Corporation is creating a research division that tackles the most extreme challenges in the database field and will partner with Intel on its inaugural initiative. Dubbed MariaDB Labs, the division will bring together world-class experts and industry leaders to make discoveries that spawn new use cases.

Posted February 26, 2018

It's no secret that data management has changed dramatically in the nearly 10 years since the onslaught of "big data." A decade ago, the relational database management system (RDBMS) ruled the enterprise.  Today, polyglot persistence is the mandate, and innovative NoSQL and NewSQL databases, cloud services, and data processing technologies have arisen alongside stalwart RDBMSs, data warehouses, and traditional on-premise deployments. However, despite the increasingly challenging data environment, experts agree, opportunities for DBAs abound—provided they are willing to continue learning and growing and to step in to fill gaps where they open up.

Posted February 22, 2018

InfluxData is releasing the latest versions of InfluxEnterprise and InfluxDB with expanded support for high cardinality time series data streams. In order to support ephemeral time series data, InfluxData introduced the concept of a Time Series Index (TSI).

Posted February 22, 2018

Looker is unveiling new features and enhancements to its platform that will give users immediate access to insights. "We think it's really important that when folks first log into the product it's very easy for them to find what they're looking for or if they don't know what they're looking for to find something that's relevant to them," said Daniel Mintz, chief data evangelist, Looker.

Posted February 13, 2018

The worldwide cognitive systems and artificial intelligence revenue has been forecast to grow beyond $47 billion in 2020, changing how we live and work dramatically. Will you be ready? Cognitive Computing Summit is coming to Boston in May to provide a 2-day immersion into the cognitive computing use cases, strategies, and software that every organization should know about now. 

Posted February 09, 2018

Melissa, a provider of global contact data quality and identity verification solutions, has introduced Melissa Direct, a one-stop shop for list hygiene, data appends, sales leads, and mailing software.

Posted February 07, 2018

It's no secret that data management has changed dramatically in the nearly 10 years since the onslaught of "big data." Nonetheless, experts agree, there has never been a better time to be a DBA—provided you are willing to continue learning and growing and to step in to fill gaps where they open up.

Posted February 05, 2018

An astounding array of new technologies and approaches have emerged on the database scene over the past few years that promise to turn the next 12 months into a time of unprecedented transformation for the database landscape. There are new developments, along with reinforcement of tried-and-true technologies, some of which may help make the jobs of data managers just a bit easier.

Posted February 01, 2018

Hazelcast, an open source in-memory data grid (IMDG), is releasing a Hazelcast Go Client for client-server deployments of Hazelcast IMDG, allowing Go applications to integrate and share large datasets. Go (often referred to as Golang) is an open source programming language that makes it easy to build simple, reliable, and efficient software. Go's concurrency and networking features, and its high degree of portability, make it well-suited for building cloud-native applications.

Posted January 31, 2018

Database administrators are typically swamped with simultaneous numerous jobs. They have to keep their database platforms up to date and working smoothly. That requires manual effort to perform certain tasks on a regular basis, sometimes daily or hourly.

Posted January 24, 2018

The Oracle Applications Users Group (OAUG), an independent, global, member-led organization that maximizes customers' investment in Oracle and partner solutions, has announced Christine Hipp as its 2018 president. An active member of the OAUG since 2004, Hipp has served on the OAUG's education, finance, governance, international, marketing, and meetings and conferences committees. She was elected in 2011 to the OAUG Board of Directors, where she served as the board secretary in 2013 and 2016 and president elect in 2017.

Posted January 16, 2018

Collibra, a provider of enterprise data governance and catalog software, has closed $58 million in Series D financing.  This round was led by existing Collibra investors ICONIQ Capital and Battery Ventures, with participation from early Collibra investors Dawn Capital, Index Ventures, and Newion Investments, bringing the total funding for Collibra to more than $133 million.

Posted January 08, 2018

Organizations are moving towards self-service access to data and insights, to increase business agility and innovation. During this journey many are facing challenges that are slowing down how businesses operate along with introducing a small learning curve.

Posted January 08, 2018

Today's modern enterprise data warehouse (EDW), which has been in existence for more than 20 years, faces a growing set of challenges. The platform must incorporate data integration, quality, and governance effectively.

Posted January 05, 2018

With a new year comes new ideas on how to disrupt the big data industry. From tried and true methods to the introduction of new solutions, several experts are predicting a surge of a combination of both old and new solutions, along with the rise of different roles that will power enterprises through 2018.

Posted January 04, 2018

New technologies and solutions are giving businesses new avenues to to deliver a competitive edge. From startups to Fortune 100 companies, success means increasing efficiency, agility and innovation through better collaboration, visibility, and performance.

Posted December 22, 2017

SAP is opening a new SAP Co-Innovation Lab at its North America headquarters in Newtown Square, Pennsylvania, focusing on creating business applications for emerging technologies. SAP Co-Innovation Lab locations provide infrastructure and space for SAP and its partners and customers to co-innovate new solutions to the most pressing challenges organizations face in the digital economy.

Posted December 20, 2017

RedPoint Global, a provider of data management and customer engagement technology, is updating its RedPoint Data Management solution within the RedPoint Customer Data Platform. With RedPoint Data Management 8.0, organizations can harness massive amounts of data from an ever-growing number of touchpoints to create a truly unified customer profile - all in an expanded open garden environment.

Posted December 11, 2017

Melissa, a provider of global contact data quality and identity verification solutions, has expanded its partnership with Runner Technologies (Runner EDQ), a provider of integrated address verification solutions and Platinum level member of the Oracle Partner Network (OPN). Together,, the two firms are rolling out CLEAN_Address, an Oracle-validated, integrated address verification solution for PeopleSoft Enterprise, JD Edwards EnterpriseOne, and E-Business Suite platforms.

Posted December 06, 2017

Talend unveiled a new Quick Start solution for deploying cloud data lakes on Amazon Web Services (AWS) platforms, allowing organizations to get data lakes up and running fast. Available for download immediately, the Quick Start automates the building of data lake environments by deploying Talend Big Data Integration components and AWS services such as Amazon EMR, Amazon Redshift, Amazon Simple Storage Service (Amazon S3), and Amazon Relational Database Service (Amazon RDS).

Posted December 01, 2017

There never has been a more interesting time to be involved in the data management field. Data not only has become "the new oil" but is also the catalyst that is powering organizations to new heights of success. The past year has seen the rise of powerful analytics and an embrace of new tools and platforms emerging to more effectively tap into the power that data offers. DBTA reached out to industry experts to document the most important trends shaping data management in 2018.

Posted December 01, 2017

The importance of data to today's modern world becomes more and more clear every day. Organizations are creating, storing, gathering, and managing more data than ever before. If you are reading this article, chances are, you will agree with this statement: "You are managing more data this year than you did last year … and your organization is planning to manage even more data next year."

Posted December 01, 2017

Ongroup's MVON# platform can now horizontally scale implementations of MultiValue. MVON# gives MV# developers the tools to write software in MV, transpile to C# and run it in the .NET Common Language Runtime.

Posted December 01, 2017

TimeXtender, a recognized global software company enabling self-service BI and analytics, is upgrading its Discovery Hub platform, adding a shared semantic layer that enables users to use the same language across platforms. The update also provides different perspectives—grouping together related data for area-specific purposes, for example, finance, sales, marketing, or cross-business analytics.

Posted November 30, 2017

Confluent, provider of the streaming platform based on Apache Kafka, is releasing Confluent Cloud, allowing users to manage large streaming environments. The fully managed service helps companies deploy their Customer 360, fleet management, fraud detection, and other real-time, large-scale initiatives.

Posted November 29, 2017

IBM is releasing new offerings to its Watson Data Platform, introducing data cataloging and data refining capabilities designed to make it easier for developers and data scientists to analyze and prepare enterprise data for AI applications. By improving data visibility and helping to better enforce data security policies, users can now connect and share data across public and private cloud environments.

Posted November 08, 2017

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