Increased use of machine learning and artificial intelligence: Machine learning and artificial intelligence are being used to automate and optimize various aspects of the data warehousing process, from data ingestion and preparation to modeling and analysis..
What Are Some Options for Avoiding a Data Warehouse?
Data Lakes: Real-time Data Processing Platforms: In-memory Databases: NoSQL Databases: BI Platform with a Data Mashup Engine: Data Virtualization: Cloud-based Analytics Services: Federated Data Warehouse:
While data warehouses store structured data, a lake is a centralized repository that allows you to store any data at any scale. A data lake offers more storage options, has more complexity, and has different use cases compared to a data warehouse.
The next-generation data warehouse is an integrated architecture of Big Data and traditional data in one heterogeneous platform.
What is a data warehouse environment?
The data warehouse environment contains the source of data and the target of data
The source of data—from the Interactive Sector or from external legacy applications—is called the system of record
The system of record is the definition of the best source of data
What is the DW 2.0 architecture for the next-generation data warehouse?
There are many important aspects to the DW 2
0 architecture for the next-generation data warehouse—the recognition of the life cycle of data, the inclusion of unstructured data, and the inclusion of metadata as essential components
What is the next generation of data warehousing?
To summarize, the next generation of data warehousing includes functionality that supports: Ability to outsource the complexity of keeping that service highly available to all your consumers
Serves all consumers, from Business Intelligence to machine learning and data science use cases
The next generation warehouse will deploy analytics, blockchain, robotics, drones, driverless forklifts, automated storage and retrieval systems, and much more. Each rendition of the next generation warehouse will build on existing technologies, and these improvements have a common denominator.,We should not be overly concerned with “the future” of data warehousing
Data warehouse next generation
Star Trek: The Next Generation is an American science fiction television series which aired in syndication from September 1987 through May 1994. It is the second live-action series of the Star Trek franchise and comprises a total of 176 or 178 (syndicated) episodes over 7 seasons. The series picks up about 95 years after the original series is said to have taken place. The television episodes are listed here in chronological order by original air date, which match the episode order in each season's DVD set.
