Cloudera

SEPTEMBER 15, 2022

Cloudera Contributor: Mark Ramsey, PhD ~ Globally Recognized Chief Data Officer. July brings summer vacations, holiday gatherings, and for the first time in two years, the return of the Massachusetts Institute of Technology (MIT) Chief Data Officer symposium as an in-person event. Luke: What is a modern data platform?

Data Lake 78

Data Lake Data Architecture Data-driven Data Warehouse 78

Cloudera

SEPTEMBER 29, 2022

Data teams have the impossible task of delivering everything (data and workloads) everywhere (on premise and in all clouds) all at once (with little to no latency). Each of these trends claim to be complete models for their data architectures to solve the “everything everywhere all at once” problem. Data mesh defined.

Data Architecture 73

Data Architecture Metadata Data Warehouse Sales 73

IBM Big Data Hub

NOVEMBER 20, 2023

Ultimately, our vision is to provide the right building blocks for organizations to build an “identity fabric” that integrates, augments and streamlines the myriad of disconnected and incompatible identity tools organizations are using today. Let’s dig into what this looks like in practice.

Management 74

Management Strategy Digital Transformation Reporting 74

IBM Big Data Hub

APRIL 12, 2022

My first task as a Chief Data Officer (CDO) is to implement a data strategy. Over the past 15 years, I’ve learned that an effective data strategy enables the enterprise’s business strategy and is critical to elevate the role of a CDO from the backroom to the boardroom. Understand your strategic drivers. Mitigating risk.

Data Strategy 84

Data Strategy Strategy Enterprise Data-driven 84

IBM Big Data Hub

FEBRUARY 1, 2024

What are central bank digital currencies? Ever since the COVID-19 pandemic, cash usage has been decreasing worldwide and digital payments based on cryptocurrencies or legacy digital payment systems have prevailed. Central bank digital currencies are digital currencies controlled by the central banks of countries.

Experimentation 101

Experimentation Modeling Finance Reporting 101

Alation

MARCH 11, 2022

So far, we’ve considered the rivalry of data fabric versus mesh. We’ve explored what is a data fabric , what is a data mesh , and how a data catalog supports these architectures. That’s right: You can leverage a meshy fabric architecture. How to Leverage a Meshy Fabric Architecture.

Metadata 52

Metadata Data Governance ROI Data Quality 52

Cloudera

SEPTEMBER 8, 2022

The management of data assets in multiple clouds is introducing new data governance requirements, and it is both useful and instructive to have a view from the TM Forum to help navigate the changes. . What’s new in data governance for telco? In the past, infrastructure was simply that — infrastructure.

Data Governance 75

Data Governance B2B Data Architecture IoT 75

Alation

MARCH 31, 2023

I’m talking about not just Walt Disney World, but also this year’s Gartner Data & Analytics Summit , which took place last month in Orlando at the landmark resort. Alation was proud to have been among the thought leaders at the annual gathering of data experts from around the world. Mesh or fabric?

Data Analytics 52

Data Analytics Analytics Metadata Data Governance 52

Cloudera

JUNE 7, 2022

We live in a hybrid data world. In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB.

IT 106

IT Data Architecture Unstructured Data Big Data 106

IBM Big Data Hub

MARCH 4, 2024

Figure 1: Transforming into an AI+ enterprise is at the core of what our team at IBM does An AI+ enterprise integrates AI as a first-class function across the business. AI is at a turning point, driving exponential advancements in an organization’s prosperity and growth. This requires a holistic enterprise transformation.

Enterprise 107

Enterprise ROI Risk Strategy 107

IBM Big Data Hub

OCTOBER 3, 2022

A large North American healthcare organization uses AI-infused data fabric architecture to help them identify vulnerable members who can benefit from timely intervention. What’s a data fabric and how is it different from a data mesh? . Organizations need to be able to trust their data science outcomes.

Machine Learning 52

Machine Learning Risk Insurance Cost-Benefit 52

Ontotext

JANUARY 29, 2024

In 2023, data leaders and enthusiasts were enamored of — and often distracted by — initiatives such as generative AI and cloud migration. I expect to see the following data and knowledge management trends emerge in 2024.

Strategy 52

Strategy Management Metadata Data-driven 52

IBM Big Data Hub

JUNE 23, 2022

The opportunity to work with many clients on their data fabric journey continues to drive and inspire us to achieve even greater heights with our solutions. Key attributes of IBM’s approach to data fabric . Let’s take a look at IBM’s take on some of the specific strengths recognized in Forrester’s Wave below. .

Enterprise 52

Enterprise Metadata Data Governance Machine Learning 52

IBM Big Data Hub

AUGUST 23, 2023

However, consumers and regulators have also become increasingly concerned with the safety of both their data and the AI models themselves. Safe, widespread AI adoption will require us to embrace AI Governance across the data lifecycle in order to provide confidence to consumers, enterprises, and regulators. This is inherently risky.

Data Governance 57

Data Governance Enterprise Modeling Risk 57

IBM Big Data Hub

JANUARY 5, 2023

Poor data quality is one of the top barriers faced by organizations aspiring to be more data-driven. Ill-timed business decisions and misinformed business processes, missed revenue opportunities, failed business initiatives and complex data systems can all stem from data quality issues.

Data Quality 52

Data Quality Data Architecture Strategy Data Lake 52

Cloudera

MARCH 10, 2022

It can emanate from anywhere, baked into the very fabric of society. We surveyed some of the most inspiring female leaders in data from across our global customers to find out how bias has affected their careers and how they believe we can break the cycle. . Rejecting bias.

Big Data 113

Big Data Digital Transformation IT Modeling 113

IBM Big Data Hub

MAY 9, 2022

A confluence of events in the data management and AI landscape is bearing down on companies, no matter their size, industry or geographical location. Some of these, such as the continued sprawl of data across multicloud environments have been looming for years, if not decades. That solution is the data fabric.

Management 57

Management Data Quality Metadata Data Integration 57

Ontotext

APRIL 3, 2024

What are your thoughts about it? Joseph Hilger : People are starting to understand that knowledge graphs are not just a tool for storing data and information. I need something that defines what those entities are and can align them with the data.” It’s about data-centricity and the semantic layer.

Technology 59

Technology Risk Digital Transformation Measurement 59

IBM Big Data Hub

JANUARY 3, 2024

The COVID-19 pandemic revealed disturbing data about health inequity. What is available over the counter that may work instead? There are many elements required to earn people’s trust, including making sure that your AI model is accurate, auditable, explainable, fair and protective of people’s data privacy.

Metadata 80

Metadata Modeling Testing Manufacturing 80

Ontotext

SEPTEMBER 15, 2020

What Makes a Data Fabric? Data Fabric’ has reached where ‘Cloud Computing’ and ‘Grid Computing’ once trod. Data Fabric hit the Gartner top ten in 2019. This multiplicity of data leads to the growth silos, which in turns increases the cost of integration.

Metadata 69

Metadata Knowledge Discovery Data Quality Strategy 69

Andrew White

OCTOBER 22, 2021

If you follow my blog for any period of time you will know that for most years I have attended our annual Gartner IT Symposium I do a day-in-the-life blog of an analyst. This often starts with a graphic of my mind waves (courtesy of Muse) and then you get an hour by hour run down of what I do every day. Data Hub Strategy 10.

IT 52

IT Data Lake Strategy Data Science 52

Ontotext

JUNE 10, 2021

And yeah, the real-world relationships among the entities represented in the data had to be fudged a bit to fit in the counterintuitive model of tabular data, but, in trade, you get reliability and speed. Ironically, relational databases only imply relationships between data points by whatever row or column they exist in.

Metadata 119

Metadata Cost-Benefit OLAP Modeling 119

Timo Elliott

MAY 16, 2023

Relevant to you: Experience AI that is trained on your industry and company data, driven by SAP process expertise, and accessible in the solutions you use daily. — and SAP is all about business data and end-to-end business process workflows. Disclaimer: these are my own thoughts, not those of my employer.

Data-driven 88

Data-driven Finance Software Technology 88

IBM Big Data Hub

JULY 11, 2022

Take a second to think about all the ways data has changed in the last 20 years. The transformation in our phones is analogous to the evolution of the modern data architecture for enterprises. The transformation in our phones is analogous to the evolution of the modern data architecture for enterprises. Data virtualization.

Data Architecture 57

Data Architecture Enterprise Optimization Technology 57

Cloudera

MARCH 17, 2023

As the use of ChatGPT becomes more prevalent, I frequently encounter customers and data users citing ChatGPT’s responses in their discussions. I love the enthusiasm surrounding ChatGPT and the eagerness to learn about modern data architectures such as data lakehouses, data meshes, and data fabrics.

Unstructured Data 60

Unstructured Data Data Lake Data Warehouse Machine Learning 60

Cloudera

APRIL 13, 2022

But before a company embarks on an AI-first strategy, it pays to understand what it is and how it will transform the organization. This is why ML and AI have been woven into the fabric of cybersecurity intelligence-gathering and defense. . For AI or ML, it takes a few minutes. Becoming AI-first. Here’s how: Operations and production.

Data Collection 106

Data Collection Machine Learning Strategy Data-driven 106

Cloudera

JANUARY 19, 2024

As described in our recent blog post , an SQL AI Assistant has been integrated into Hue with the capability to leverage the power of large language models (LLMs) for a number of SQL tasks. This is a real game-changer for data analysts on all levels and will make SQL development faster, easier, and less error-prone.

Data Warehouse 71

Data Warehouse Data Processing Optimization Modeling 71

IBM Big Data Hub

JULY 5, 2022

In today’s world of complex data architectures and emerging technologies, databases can sometimes be undervalued and unrecognized. IBM has been the pioneer in paving the way for data management technologies and advancements for decades, from the first commercial database to quantum computing systems. This is the story of Db2. .

Data Lake 96

Data Lake Data Warehouse Publishing Structured Data 96

IBM Big Data Hub

OCTOBER 16, 2023

Examples of AI bias in the real world show us that when discriminatory data and algorithms are baked into AI models, the models deploy biases at scale and amplify the resulting negative effects. What is bias in artificial intelligence? One method is to review data sampling for over- or underrepresented groups within the training data.

Advertising 76

Advertising Machine Learning Data Architecture Cost-Benefit 76

IBM Big Data Hub

MARCH 25, 2022

To simplify data access and empower users to leverage trusted information, organizations need a better approach that provides better insights and business outcomes faster, without sacrificing data access controls. There are many different approaches, but you’ll want an architecture that can be used regardless of your data estate.

Metadata 114

Metadata Data Quality Data Governance Data Integration 114

Ontotext

DECEMBER 1, 2023

It enriched their understanding of the full spectrum of knowledge graph business applications and the technology partner ecosystem needed to turn data into a competitive advantage. Content and data management solutions based on knowledge graphs are becoming increasingly important across enterprises. Cunningham.

Metadata 78

Metadata Sales Consulting Enterprise 78

IBM Big Data Hub

NOVEMBER 28, 2022

Metadata management performs a critical role within the modern data management stack. It helps blur data silos, and empowers data and analytics teams to better understand the context and quality of data. This, in turn, builds trust in data and the decision-making to follow. What is Active Metadata management?

Metadata 57

Metadata Data Quality Data-driven Data Governance 57

Laminar Security

DECEMBER 22, 2023

In the age of cloud computing, data security and cost management are paramount for businesses. Data Security Posture Management (DSPM) serves as a critical tool in this landscape, offering businesses a way to keep their data secure while also managing their cloud storage costs effectively.

Cost-Benefit 95

Cost-Benefit Risk Optimization Risk Management 95

Alation

JANUARY 25, 2022

Data fabric is now on the minds of most data management leaders. In our previous blog, Data Mesh vs. Data Fabric: A Love Story , we defined data fabric and outlined its uses and motivations. The data catalog is a foundational layer of the data fabric.

Metadata 52

Metadata IT Metrics Data-driven 52

IBM Big Data Hub

DECEMBER 20, 2023

Whether it’s deeper data analysis, optimization of business processes or improved customer experiences , having a well-defined purpose and plan will ensure that the adoption of AI aligns with the broader business goals. What is an AI strategy? Artificial intelligence (AI) is a transformative force.

Strategy 79

Strategy Business Objectives Cost-Benefit Consulting 79

Ontotext

SEPTEMBER 7, 2023

Malcolm : So, tell us about Ontotext because I want to hear more about your company and what you do. The company’s name may be less well known than what we deliver – GraphDB. Graph technologies are a way to store and represent data in a more graphical way. Would you agree with what I just said? Doug : Sure.

Technology 59

Technology Visualization Digital Transformation Management 59

erwin

MAY 7, 2020

Although there is some crossover, there are stark differences between data architecture and enterprise architecture (EA). That’s because data architecture is actually an offshoot of enterprise architecture. The difference between data architecture and enterprise architecture can be represented with the Zachman Framework.

Data Architecture 131

Data Architecture Enterprise Modeling Sales 131