Data Virtualization

SEPTEMBER 21, 2023

Reading Time: 2 minutes In the ever-evolving landscape of data management, one concept has been garnering the attention of companies and challenging traditional centralized data architectures. This concept is known as “data mesh,” and it has the potential to revolutionize the way organizations handle.

Management 105

Management Data Architecture Data Integration IT 105

TDAN

DECEMBER 17, 2019

Data is commonly referred to as the new oil, a resource so immensely powerful that its true potential is yet to be discovered. We haven’t achieved enough with data research and other statistical modeling techniques to be able to see data for what it truly is and even our methods of accruing data are rudimentary […].

Data Architecture 52

Data Architecture Statistics Modeling IT 52

TDAN

APRIL 16, 2019

The phrase “data architecture” often has different connotations across an organization depending on where their job role is. For instance, most of my earlier career roles were within IT, though throughout the last decade or so, has been primarily working with business line staff.

Data Architecture 40

Data Architecture IT Data Quality Data Governance 40

Data Virtualization

DECEMBER 21, 2023

Reading Time: 2 minutes Data mesh is a modern, distributed data architecture in which different domain based data products are owned by different groups within an organization. And data fabric is a self-service data layer that is supported in an orchestrated fashion to serve.

Data Governance 59

Data Governance Data Architecture Data Integration Management 59

Data Virtualization

JANUARY 17, 2023

Reading Time: 2 minutes In recent years, there has been a growing interest in data architecture. One of the key considerations is how best to handle data, and this is where data mesh and data fabric come into play. But what are the key.

Data Architecture 52

Data Architecture Data Integration Management Metadata 52

Analytics Vidhya

OCTOBER 10, 2022

This article was published as a part of the Data Science Blogathon. Introduction Most of you would know the different approaches for building a data and analytics platform. You would have already worked on systems that used traditional warehouses or Hadoop-based data lakes. Selecting one among […].

Data Lake 313

Data Lake Data Science Publishing Analytics 313

Data Virtualization

JANUARY 20, 2022

Reading Time: 3 minutes We are always focused on making things “Go Fast” but how do we make sure we future proof our data architecture and ensure that we can “Go Far”? Technologies change constantly within organizations and having a flexible architecture is key.

Data Architecture 52

Data Architecture Data Integration Technology Management 52

Data Virtualization

JANUARY 20, 2022

Reading Time: 3 minutes We are always focused on making things “Go Fast” but how do we make sure we future proof our data architecture and ensure that we can “Go Far”? Technologies change constantly within organizations and having a flexible architecture is key.

Data Architecture 52

Data Architecture Data Integration Technology Management 52

DataKitchen

MAY 10, 2021

The fourth phase involves ensuring “that your IDB processes and applications are based on a scalable, future-proof, and discoverable data architecture, such as a data fabric ,” and data mesh. Your DataOps practice, established in the second phase provides a solid foundation for your successful Data Fabric or Data Mesh.

Data-driven 130

Data-driven Data Architecture Machine Learning Strategy 130

TDAN

MARCH 6, 2024

I’ll let you know what the coin was toward the end of this article, but first I need to give you my own […] I read “How Big Things Get Done” when it first came out about six months ago.[1] 1] I liked it then. But recently, I read another review of it, and another coin dropped.

IT 105

IT Data Architecture Data Strategy Big Data 105

TDAN

NOVEMBER 1, 2022

Many software developers distrust data architecture practices such as data modeling. They associate these practices with rigid and bureaucratic processes causing significant upfront planning and delays.

Modeling 64

Modeling Data Architecture Software IT 64

TDAN

SEPTEMBER 18, 2024

Part I When I finished my last article, “Metaphors, Meadows, MUNCH, and Models of the Large Language Kind,” I stated my intention to follow up with Part II. I would cover whether a knowledge graph’s vocabulary of “triples” relates to metaphoric thinking.

Modeling 59

Modeling Data Architecture IT Management 59

TDAN

APRIL 17, 2024

Those of us in the field of enterprise data management are familiar with the many authors contributing their knowledge and expertise to the data management body of knowledge.[1] 1] We are also very familiar with the many, varied, and often conflicting ways in which data management terms are used.

Data Governance 52

Data Governance Data Architecture Data Integration Management 52

erwin

JUNE 19, 2020

Despite the similarities in name, there are a number of key differences between an enterprise architecture and solutions architecture. Much like the differences between enterprise architecture (EA) and data architecture, EA’s holistic view of the enterprise will often see enterprise and solution architects collaborate.

Enterprise 130

Enterprise Data Architecture Strategy Data Governance 130

Cloudera

OCTOBER 11, 2022

A recent VentureBeat article , “4 AI trends: It’s all about scale in 2022 (so far),” highlighted the importance of scalability. The article goes on to share insights from experts at Gartner, PwC, John Deere, and Cloudera that shine a light on the critical role that data plays in scaling AI. . Data science needs analytics.

Snapshot 99

Snapshot Data Science Data Warehouse Metadata 99

TDAN

SEPTEMBER 4, 2024

There are many perennial issues with data: data quality, data access, data provenance, and data meaning. I will contend in this article that the central issue around which these others revolve is data complexity. It’s the complexity of data that creates and perpetuates these other problems.

Data Quality 52

Data Quality Data Architecture IT Data Governance 52

Data Virtualization

AUGUST 23, 2024

The post Querying Minds Want to Know: Can a Data Fabric and RAG Clean up LLMs? – Part 4 : Intelligent Autonomous Agents appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 98

Data Integration Modeling Management Data Architecture 98

TDAN

MAY 4, 2022

You might think the title of this article is some­what controversial, but you should wait until you’ve read to the end to render judgment. There are several important shifts impacting data management and database administration that cause manual practices and procedures to be ineffective. Data Growth But No DBA […].

Management 137

Management Data Architecture 137

CIO Business Intelligence

APRIL 12, 2023

After walking his executive team through the data hops, flows, integrations, and processing across different ingestion software, databases, and analytical platforms, they were shocked by the complexity of their current data architecture and technology stack. It isn’t easy.

Machine Learning 145

Machine Learning Cost-Benefit Data-driven Strategy 145

TDAN

MAY 2, 2023

The terms Data Mesh and Data Fabric have been used extensively as data management solutions in conversations these days, and sometimes interchangeably, to describe techniques for organizations to manage and add value to their data.

Management 94

Management Data Architecture Data Governance Business Intelligence 94

Data Virtualization

OCTOBER 11, 2024

The post Denodo and the Gartner Peer Insights™ Voice of the Customer for Data Integration Tools, 2024 appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 59

Data Integration Data Governance Management Data Architecture 59

TDAN

APRIL 3, 2024

In the first article of this series, I laid out the basic premise for this series: an examination of how Agile has gone from the darling of the application development community to a virtual pariah that nobody wants to be associated with, and an exploration of the very important question of what we should replace […]

Data Architecture 59

Data Architecture Data Governance Management 59

erwin

JUNE 19, 2020

Despite the similarities in name, there are a number of key differences between an enterprise architecture and solutions architecture. Much like the differences between enterprise architecture (EA) and data architecture, EA’s holistic view of the enterprise will often see enterprise and solution architects collaborate.

Enterprise 94

Enterprise Data Architecture Strategy Data Governance 94

Data Virtualization

SEPTEMBER 19, 2024

The post Accelerate Data Access: How the Denodo Platform Powers High-Performance Queries appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 52

Data Integration Optimization Management Data Lake 52

Cloudera

SEPTEMBER 15, 2022

The consumption of the data should be supported through an elastic delivery layer that aligns with demand, but also provides the flexibility to present the data in a physical format that aligns with the analytic application, ranging from the more traditional data warehouse view to a graph view in support of relationship analysis.

Data Lake 87

Data Lake Data Architecture Data-driven Data Warehouse 87

IBM Big Data Hub

OCTOBER 16, 2023

” Bias, AI and IBM A proper technology mix can be crucial to an effective data and AI governance strategy, with a modern data architecture and trustworthy AI platform being key components. Policy orchestration within a data fabric architecture is an excellent tool that can simplify the complex AI audit processes.

Advertising 68

Advertising Machine Learning Data Architecture Cost-Benefit 68

Octopai

APRIL 19, 2021

Donna Burbank is a Data Management Consultant and acts as the Managing Director at Global Data Strategy, Ltd. Her Twitter page is filled with interesting articles, webinars, reports, and current news surrounding data management. TDAN stands for The Data Administration Newsletter. IRM UK Connects. Intricity 101.

Metadata 59

Metadata Management Business Intelligence Data Governance 59

TDAN

MAY 17, 2022

If you are currently a DBA, I bet you can relate to the title of this article. Doesn’t it seem like there are always more things to do at the end of any given day? The sad truth, though, is that many people do not know what a DBA is, does, or why they are […].

Data Architecture 87

Data Architecture IT Management 87

Data Virtualization

JUNE 19, 2024

The post Navigating the New Data Landscape: Trends and Opportunities appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information. At TDWI, we see companies collecting traditional structured.

Data Integration 59

Data Integration Management Analytics Data Architecture 59

TDAN

SEPTEMBER 19, 2023

The transition from hybrid to multi-cloud environments is more than just a buzzword: It’s a fundamental shift in how organizations manage and utilize their data. As these complex architectures evolve, the importance of robust multi-cloud data governance cannot be overstated.

Data Governance 52

Data Governance Management Data Architecture 52

CIO Business Intelligence

NOVEMBER 9, 2022

But everyone — not just technologists, but also business leaders — must have both accountability and skills for using real-time data to drive the business and grow revenue. Consider pharma giant Novartis (as detailed in this Harvard Business Review article ). Leveraging real-time data used to be a technology problem.

IT 98

IT Uncertainty Sales Strategy 98

Cloudera

AUGUST 30, 2022

But while state and local governments seek to improve policies, decision making, and the services constituents rely upon, data silos create accessibility and sharing challenges that hinder public sector agencies from transforming their data into a strategic asset and leveraging it for the common good. . Modern data architectures.

Data Architecture 83

Data Architecture Data Lake Data Warehouse Metadata 83

CIO Business Intelligence

AUGUST 9, 2023

Generative AI “fuel” and the right “fuel tank” Enterprises are in their own race, hastening to embrace generative AI ( another CIO.com article talks more about this). Dell Technologies and Intel work together helping organizations modernize infrastructure to leverage the power of data and AI. trillion per year to the global economy.

Unstructured Data 98

Unstructured Data Modeling Data Architecture Enterprise 98

TDAN

JUNE 15, 2022

In this article, I will go over […]. Qualities such as speed, scalability, how it responds in specific use cases, and the ability to integrate with third-party software are all important deciding factors.

Big Data 72

Big Data Software Data Architecture IT 72

CIO Business Intelligence

JUNE 9, 2023

By identifying and measuring the key performance indicators that matter most, you can make informed decisions about your data management investments and gain a head-start competitive advantage in today’s data-driven world. Learn more about data architectures in my article here.

Strategy 113

Strategy Management Key Performance Indicator ROI 113

TDAN

MARCH 15, 2022

In her groundbreaking article, How to Move Beyond a Monolithic Data Lake to a Distributed Data Mesh, Zhamak Dehghani made the case for building data mesh as the next generation of enterprise data platform architecture.

Data Lake 69

Data Lake Enterprise Data Architecture Data Governance 69

Data Virtualization

MARCH 19, 2024

When I asked him what his most pressing priority was for 2024, he answered, “taming the data storm.” The post One CIO’s 2024 Priority: Taming the Data Storm appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information. CIOs are no longer viewed.

Data Integration 64

Data Integration Management ROI Data-driven 64