Data Fabric

0
17KB

Data Fabric

The concept of Data Fabric and the main elements of this concept

It is an autonomous ecosystem that is used to access corporate data as efficiently as possible. With the help of a Data Fabric, information is easier to find, process, structure and integrate with other information systems.

What does a Data Fabric consist of? Firstly, machine learning is used at each step of information processing - from the analysis of the received data to the optimization of algorithms for their processing. In addition, all data consumers, all data sources are connected by end-to-end integration (including with the help of databases and data warehouses and other Data Lakes) through APIs. Instead of a single block of the software solution, a micro-service architecture is used. The main preference in IT infrastructure is given to cloud solutions, information flows are orchestrated, and the quality of information improves after unification and virtualization. In addition, the data is easy to access and secure for each user group.

The Data Fabric architecture works in the DataOps concept. Quickly respond to any changes in data, increase the level of forecasting, optimize the processes of storing, processing and maintaining resources. Business is switching to Russian software, but by no means en masse

A distinctive characteristic of the Data Fabric is the active use of Big Data technologies and artificial intelligence, in particular, machine learning, to build and optimize algorithms for managing and practical use of data. In addition, the concept of the Data Fabric is complemented by semantic graphs that allow you to define, standardize and agree on the meaning of all incoming data in business terms that are understandable to end users.

Simply put, the data fabric is a system at the level of your entire organization, where everything is subordinated to data and the conclusions based on it.

Pesquisar
Categorias
Leia mais
Stories
Paths of Glory. (1957)
After refusing to attack an enemy position, a general accuses the soldiers of cowardice and their...
Por Leonard Pokrovski 2022-12-17 19:54:32 0 21KB
Gay, Lesbian, and Bisexual
Homosexuality in Europe
MEPs by a majority vote on March 11 adopted a declaration declaring the European Union an "LGBTI...
Por FWhoop Xelqua 2022-12-09 17:18:30 0 23KB
Телевидение
TV BRICS международная сеть. Прямая трансляция.
TV BRICS — это международная медиасеть стран БРИКС с потенциальной аудиторией 3,5 млрд...
Por Nikolai Pokryshkin 2022-11-27 21:01:44 0 36KB
Business
What Is Penetration Pricing?
Pricing strategy is one of the most powerful tools in business. The way you set your price not...
Por Dacey Rankins 2025-09-04 12:16:22 0 763
Mental Health
ADHD: Executive function and motivation
The symptoms of ADHD arise from a deficiency in certain executive functions (e.g., attentional...
Por Kelsey Rodriguez 2023-04-17 18:17:54 0 11KB

BigMoney.VIP Powered by Hosting Pokrov