Accelerate Development With a Virtual Data Pipeline


Accelerate Development With a Virtual Data Pipeline

The term “data pipeline” is a reference to a sequence of processes that collect raw data and convert it into an appropriate format to be utilized by software programs. Pipelines can be real-time or batch. They can be implemented in the cloud or on-premises, and their tooling is open source or commercial.

Data pipelines are like physical pipelines that bring water from a stream into your home. They transfer data from one layer to another (data lakes or warehouses) the same way the physical pipe transports water from the river to a residence. This allows analytics and insights to be drawn from the data. In the past, transfer of the data required manual processes like daily uploads and long wait times to get insights. Data pipelines can replace these manual procedures and enable organizations to transfer data between layers more efficiently and with less risk.

Develop faster with an online data pipeline

A virtual data pipeline provides significant savings on infrastructure costs in terms visit this site of storage costs in the datacenter as well as remote offices. It also reduces the hardware, network and management costs involved in deploying non-production environments like test environments. Automating data refresh, masking and role-based access control as well as the ability to customize and integrate databases, can help to reduce time.

IBM InfoSphere Virtual Data Pipeline is a multicloud copy management solution which decouples testing 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 immediately create masked, near-instant virtual copies of databases from VDP to VMs and mount them in non-production environments so that they can begin testing within minutes. This is particularly beneficial to speed up DevOps, agile methodologies and speeding the time to market.

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