Accelerate Development With a Virtual Data Pipeline
The term “data pipeline” refers to a series of processes that gather raw data and convert it into an format that dataroomsystems.info/should-i-trust-a-secure-online-data-room/ can be utilized by software applications. Pipelines can be batch-based or real-time. They can be deployed in the cloud or on-premises and their software is commercial or open source.
Data pipelines are similar to physical pipelines that bring water from the river to your home. They move data from one layer to the other (data lakes or warehouses) the same way physical pipes bring water from the river to your home. This allows for analytics and insights to be extracted from the data. In the past, data transfer needed manual procedures, such as daily uploads of files, or long waiting times to get insights. Data pipelines replace these manual procedures and enable organizations to transfer data between layers more efficiently and with less risk.
Accelerate development using an online data pipeline
A virtual pipeline for data provides massive savings in infrastructure in terms of storage costs in the datacenter and remote offices, as well as the hardware, network and management costs associated with deploying non production environments like test environments. Automation of data refresh, masking and role-based access control, as well as customizing and integrating databases can reduce time.
IBM InfoSphere Virtual Data Pipeline is a multicloud copy-management solution which decouples 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 instantly provide masked, fast virtual copies of databases from VDP to VMs and mount them in non-production environments to start testing in just minutes. This is particularly useful to accelerate DevOps agile methods, agile methodologies and speeding time to market.