The term “data pipeline” refers to a collection of processes that collect raw data and transform it into an format that can be dataroomsystems.info/ utilized by software applications. Pipelines can be real-time or batch-based. They can be implemented on premises or in the cloud and their software can be commercial or open source.
Data pipelines are like physical pipelines that bring water from a river into your home. They transfer data from one layer to the next (data lakes or warehouses) similar to how physical pipes transport water from the river to a residence. This allows analytics and insights derived from the data. In the past, data transfer required manual processes such as daily uploads of files or long wait times to gain insights. Data pipelines are a replacement for these manual processes and allow companies to transfer data more efficiently and with less risk.
Accelerate development by using an online data pipeline
A virtual data pipe can save a significant amount of cost on infrastructure for storage, like the datacenter or in remote offices. It also reduces network, hardware and administration costs for non-production environments like test environments. Automation of data refresh, masking, and access control based on role, as well as the ability to customize and integrate databases, can save time.
IBM InfoSphere Virtual Data Pipeline (VDP) is a multi-cloud copy-management solution that decouples test and development environments from production infrastructures. It uses patented snapshot and changed-block tracking technology to capture application-consistent copies of databases and other files. Users can mount masked, fast virtual copies of databases in non-production environments, and begin testing within minutes. This is especially useful to accelerate DevOps agile methods, agile methodologies and increasing time to market.