Dave Wells
Data Management
Data management has become increasingly complex in recent years. The opportunities of big data, NoSQL, and self-service also bring new issues for design, processing, storage, governance, and use of data. Vendors continue to innovate and technologies continue to evolve. This blog is for all who want to keep pace in the rapidly changing world of data management.
Blog - Data Management
A Fresh Look at Data Modeling Part 2: Rediscovering the Lost Art of Data Modeling
ABSTRACT: Many data engineering teams lack the core skills of data modeling. It is time to rediscover the lost art of data modeling.
Dave Wells
December 14, 2023
Blog - Data Management
A Fresh Look at Data Modeling Part 1: The What and Why of Data Modeling
Nov 09, 2023 Many organizations abandoned data modeling in recent years. They are now finding that it really is needed. But today’s data modeling is different from...
Dave Wells
November 09, 2023
Blog - Data Management
An Architectural View of Metadata Management
Sep 21, 2023 Most organizations actively manage data but are passive about metadata. We need to think about metadata management from an architectural perspective.
Dave Wells
September 21, 2023
Blog - Data Management
Operational Data Hub – Responding to Data Friction and Technical Debt
Apr 10, 2023 The operational data hub is a messaging hub where applications share information about data events using a publish-and-subscribe model.
Dave Wells
April 10, 2023
Blog - Data Management
Mar 08, 2023 For many years data architecture efforts have focused on analytics. Now it is time to give attention to operational data architecture.
Dave Wells
March 08, 2023
Blog - Data Management
A Thoughtful Approach to Data Mesh
Oct 11, 2022 Data Mesh gets a lot of discussion. Some see it as revolutionary—the first new data architecture thinking in years. Others view it as a dangerous...
Dave Wells
October 11, 2022
Blog - Data Management
The Yin and Yang of Data Architecture
May 09, 2022 Most data architecture discussions are heavily biased toward managing data for analytics. Well designed data architecture must give equal attention to...
Dave Wells
May 09, 2022
Blog - Data Management
Self-Service Data or Cohesive Data Architecture: A Dilemma Resolved
Feb 16, 2022 The emerging Data-Architecture-as-a-Service (DaaS) paradigm resolves a long-standing conflict between self-service data and architectural consistency.
Dave Wells
February 16, 2022
Blog - Data Management
Information Management Evolution: Endings and Beginnings
Jan 12, 2022 Information management is continuously evolving. Automated data storytelling and data mesh architecture are two of today’s most interesting game changers.
Dave Wells
January 12, 2022
Blog - Data Management
Dec 13, 2021 Lack of SQL language for NoSQL data limits the value of the data and of a SQL-skilled workforce. What we really need is a SQL language for NoSQL.
Dave Wells
December 13, 2021
Blog - Data Management
A People-First Approach to Developing Data Literacy
Nov 15, 2021 Adopting community of practice principles, along with coaching and mentoring, is a practical approach to fostering and cultivating data literacy.
Dave Wells
November 15, 2021
Blog - Data Management
Sep 09, 2021 Data connectors are common in data management, but they’re almost exclusively used for ingestion into a data lake. Connectors to get data out of the...
Dave Wells
September 09, 2021
Blog - Data Management
Managing Data Culture to Become Data Driven
Jul 07, 2021 If you have data, you have a data culture. Is that culture planned and managed or accidental and random? Managed culture has a big impact on data value.
Dave Wells
July 07, 2021
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