The term “data pipe” refers a series procedures that collect information and transform it into an app-friendly format. Pipelines can be real-time or batch. They can be deployed on-premises or in the cloud. their tooling can be open source or commercial.
Data pipelines are similar to physical pipelines that bring water from the river to your home. They move data from one layer to the next (data lakes or warehouses) like the physical pipe transports water from the river to a house. This allows analytics and insights from the data. In the past, data transfer required manual processes like daily uploads of files or lengthy wait times to gain insights. Data pipelines replace manual procedures and enable companies to transfer data more efficiently and without risk.
Accelerate development using an online data pipeline
A virtual data pipeline provides large infrastructure savings in terms of storage costs in the datacenter and remote offices, as https://dataroomsystems.info/should-i-trust-a-secure-online-data-room well as hardware, network and administration costs involved in deploying non-production environments, such as test environments. It can also save time through automation of data refresh masking, role-based access control, database customization and integration.
IBM InfoSphere Virtual Data Pipeline (VDP) is a multi-cloud copy management system that separates development and test 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 and near-instant virtual copies of databases in non-production environments and begin testing in just minutes. This is especially useful to accelerate DevOps, agile methodologies and speeding time to market.