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Tag: Data Architecture


BI Categories, Data Mining

Data is a stumbling block for most multicloud deployments

February 7, 2023

Via: InfoWorld

Data issues are not new: data integration, data security, data management, and defining single sources of truth. However, what is new is combining these issues with multicloud deployments. Many of these problems can be avoided with a bit of upfront […]


BI Categories, Data Mining

Without Trusted Core Data, Data Mesh Is Data Meh

February 6, 2023

Via: DATAVERSITY

Organizations seeking responsive and sustainable solutions to their growing data challenges increasingly lean on architectural approaches such as data mesh to deliver information quickly and efficiently. Data mesh and other virtual data approaches connect, unify information, and make it available […]


BI Categories, Data Mining

Data Mesh Architecture Benefits and Challenges

January 26, 2023

Via: DATAVERSITY

ThoughtWorks consultant Zhamak Dehghani created the concept of data mesh as a self-serve, domain-oriented design that later evolved into a data-as-a-product design. By integrating and analyzing data from disconnected systems all at once, the data mesh architecture benefits the organization […]


BI Categories, Data Mining

Are Data Warehouses Still Relevant?

January 25, 2023

Via: DATAVERSITY

Over the past few years, enterprise data architectures have evolved significantly to accommodate the changing data requirements of modern businesses. The emergence of advanced data storage technologies, such as cloud computing, data hubs, and data lakes, makes us question the […]


BI Categories, Data Mining, Software & Systems

The Rise of Cloud Data Architecture

January 4, 2023

Via: DATAVERSITY

The rising popularity of cloud data architecture signals a central theme: Global businesses in the coming years will migrate their data center operations fully to the cloud, as it offers some inherent advantages over on-premise set-ups. Business survival in the […]


BI Categories, Data Mining

The Importance of a Modern Data Architecture

November 30, 2022

Via: DATAVERSITY

The legacy architecture of some organizations’ data systems may need a serious upgrade to stay competitive. For example, the old architecture of a business may provide a clumsy fit when accessing cloud services and take longer to transfer data and […]


BI Categories, Data Mining

Data Modeling Trends in 2023: A Refresh

November 22, 2022

Via: DATAVERSITY

Data Modeling, the practice of diagramming Data Architecture and aligning core business rules with data definitions, will go through a refresh in 2023. Organizations will assess and make over their data fabrics, which describe distributed Data Management systems. Furthermore, managers […]


BI Categories, Data Mining

How a Stateless Data Architecture Can Enable You to Harness the Power of Today’s Agile Data

November 11, 2022

Via: DATAVERSITY

Technologies are sometimes categorized as stateful or stateless. The terms can apply to applications or communication protocols, for example. A stateful application saves data generated by each client session and uses it the next time the client makes a request. […]


BI Categories, Data Mining

Developing Agile Data Warehouse Architecture Using Automation

October 28, 2022

Via: DATAVERSITY

In the past, designing and developing a robust data warehouse that satisfied the need for timely and effective business intelligence (BI) was an overwhelmingly difficult task, as it required significant time, capital, and risk. However, the advent of agile data […]


BI Categories, Data Mining

The Future of Enterprise Data Infrastructure − Autonomous Automation

October 5, 2022

Via: DATAVERSITY

The enterprise storage estate is one of the areas where organizations can easily automate and substantially reduce costs without sacrificing application performance, availability, or cyber resilience. Automation involves the simplification of the data center infrastructure by consolidating the storage environment. […]


BI Categories, Data Mining

The Data Engineer’s Roadmap

September 28, 2022

Via: DATAVERSITY

Data engineering is a fascinating and fulfilling career – you are at the helm of every business operation that requires data, and as long as users generate data, businesses will always need data engineers. In other words, job security is […]


BI Categories, Data Mining

4 Critical Elements of a Customer-Centric Data Strategy

September 16, 2022

Via: DATAVERSITY

From the humble data warehouse to the lake and swamp to potentially an ocean of data, take your pick where you want to drown yourself. The reality is the customer doesn’t care about the fancy lake or the Kafka pipelines; […]


BI Categories, Data Mining

Data Lakes Are Dead: Evolving Your Company’s Data Architecture

August 19, 2022

Via: DATAVERSITY

The data we produce and manage is growing in scale and demands careful consideration of the proper data framework for the job. There’s no one-size-fits-all data architecture, and not all platforms are created equal. Ongoing debates about the benefits and […]


BI Users, Data Analyst

Trends in Data Architecture

July 13, 2022

Via: DATAVERSITY

What role have Data Management and Data Architecture played in data-driven organizations, especially during the tumultuous and uncertain period at the beginning of the COVID-19 pandemic? Industry thought leader Donna Burbank, the Managing Director of Global Data Strategy, discussed these […]


BI Categories, Data Mining

How Can Unifying Data Fabric and Data Management Help Enterprises?

July 11, 2022

Via: DATAVERSITY

Today, one of the most cutting-edge technologies is data fabric. Data fabric and data management can significantly improve business functions by connecting siloed data and making it accessible across divisions and workgroups. Utilizing a specialized architecture, on-premises data can be […]


BI Categories, Data Mining

How to Become a Data Engineer

June 29, 2022

Via: DATAVERSITY

In 2020, an estimated 64.2 zettabytes of data were generated globally, and by 2025, that number is expected to rise to 180 zettabytes. Considering these figures, it’s no surprise that data professionals are in high demand. Those who know how […]


BI Categories, Data Mining

Data Architecture Challenges

June 21, 2022

Via: DATAVERSITY

The more your business grows, the more complex your business’s Data Architecture becomes. Enterprise Data Architecture challenges abound – from the beginning and throughout the journey. Data has now become the lifeblood of any business, and business data cannot survive […]


BI Categories, Data Mining

Aligning Data Architecture and Data Strategy

May 25, 2022

Via: DATAVERSITY

Peter Aiken disagrees with the popular idea that it’s impossible to put a dollar value on Data Architecture. “It won’t be the right number, but it will be at least a dollar value on it, and if there’s money involved, […]


BI Categories, Data Mining

Databases vs. Hadoop vs. Cloud Storage

May 11, 2022

Via: DATAVERSITY

How can an organization thrive in the 2020s, a changing and confusing time with significant Data Management demands and platform options such as data warehouses, Hadoop, and the cloud? Trying to save money by bandaging and using the same old […]


BI Categories, Data Mining

Data is an Asset. Treat it as Such.

April 21, 2022

Via: CIO

Data is the building block of business. If a company loses its data or if its data is compromised, it could significantly damage the business in terms of financial performance, brand reputation or loss of customers. Whether an organization leverages […]