Guidelines and designs that specify how data is ingested, integrated, stored, accessed and consumed by business users, models, applications, and systems.

Report

Data Fabric Smart Data Engineering, Operations, and Orchestration

September 30, 2019 - Data fabric is a combination of architecture and technology designed to streamline the complexities of managing many different kinds of data.

Blog

The Art and Science of Architecting Continuous Intelligence

October 14, 2020 - To build out your Continuous Intelligence capabilities, add contextual data and operational triggers to your application data or machine data...

Blog

An Architect’s View of the Data Lakehouse: Perplexity and Perspective

June 8, 2020 - Data lakehouse is getting lots of attention as breakthrough thinking. Is it real or illusion? Architecture or marketecture? Fact, fiction, or fantasy?

Blog

Data Hubs – What’s Next in Data Architecture?

February 7, 2019 - Data hub is the latest theme to emerge in the continuing evolution of data management architecture.

Blog

Ten Things Companies Want from a Modern Data Architecture

January 23, 2019 - This is the second article in the modern data architecture series.
Podcast

Dan Graham - Impact of IoT on Data Architectures

Very few experts in the industry possess deep knowledge about IoT analytics and one of them is Dan Graham. In this episode, Dan tells the audience about the limitations of Edge computing and ways to store and query IoT data. The discussion takes an interesting turn when Wayne Eckerson questions Dan Graham about the future of self-driving cars. 

Blog

Ten Characteristics of a Modern Data Architecture

November 25, 2018 - This article summarizes the major characteristics of a modern data architecture and serves as a guide for organizations developing a data strategy.

Blog

The Case For Blockchain In Modern Data Architecture

March 22, 2018 - Learn the basic concepts and terms of blockchain technology and looks beyond the hype for its fit in enterprise data architectures.

Podcast

Jeff Magnusson: Architecting For Data Science And Blending Man And Machine

May 14, 2018 - In this episode, Wayne Eckerson and Jeff Magnusson discuss the data architecture Stitch Fix created to support its data science workloads, as well as...

Blog

Data Architecture: Complex vs. Complicated

June 10, 2021 - The need for adaptable data architecture is pressing, yet getting there is more confusing than ever. We need to start by sorting out the buzzwords.

Report

Streaming-First Architectures Building the Real-Time Organization

June 30, 2019 - Having the right data at the right time is essential for organizations to compete. 

Blog

Data Architect's Guide to Containers: How, When, and Why to Use Containers with Analytics

May 8, 2019 - This is the first in a multi-part series on container virtualization, otherwise known as operating system-level virtualization. This series amounts to a...

Blog

Data Architecture COMN Sense – The Data Warehouse - Dead or Alive?

August 11, 2017 - This article explains how the data warehouse remains a tool in the data toolbox, even as we add newer tools. 

Blog

Planning Your Data Architecture for Streaming Analytics

January 14, 2020 - Organizations cannot just buy and turn on streaming analytics at enterprise scale. They need to design the supporting data architecture end to end.

Blog

Future Data Architectures: Musings from 2018

July 6, 2018 - Several recent clients have stretched us into thinking about how current data and analytics technology advancements will evolve in the future. From...
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