The term “data pipeline” refers to a set of processes that collect raw data and convert it into an appropriate format to be used by software applications. Pipelines can be real-time or batch-based. They can https://dataroomsystems.info/simplicity-with-virtual-data-rooms be deployed in the cloud or on-premises and their software is commercial or open source.
Data pipelines are similar to physical pipelines that carry water from a river into your home. They move data from one layer into another (data lakes or warehouses) just as a physical pipe brings water from the river to a home. This allows analytics and insights to be derived from the data. In the past, data transfer was manual procedures like daily file uploads or long waiting times to get insights. Data pipelines replace manual procedures and allow organizations to transfer data more efficiently and without risk.
Accelerate development using a virtual data pipeline
A virtual data pipe can save lots of money on infrastructure costs, such as storage in the datacenter or remote offices. It also reduces the hardware, network and administration costs for non-production environments such as test environments. Automation of data refresh, masking, and access control by role, as well as integration and customization of databases, can cut down on 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, near-instant virtual copies of databases in non-production environments and begin testing in a matter of minutes. This is especially useful for accelerating DevOps agile methods, agile methodologies and speeding time to market.
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