What is Batch Processing?
It is the automatic execution of many operations in the background as a group, rather than one by one.
Overview
Batch processing is a method used by computer systems to efficiently manage intensive workloads. Instead of being processed immediately, transactions are collected in a queue and processed all at once at an appropriate time. In this way, system resources are used more evenly.
How it works
The system accumulates incoming data in a folder or database. When the designated time arrives or the queue is full, a software sequentially receives and processes this data. The user does not see that these operations are performed in the background.
Where it is used
It is used in training artificial intelligence models, big data analysis, salary payment systems and e-mail sending.
Commonly confused with
Can be confused with real-time processing; While real-time processing reacts immediately, batch processing waits.
Frequently asked questions
Why do we bulk process?
It is a more efficient method to avoid tiring the system and reduce costs.
What is the margin of error?
If an error occurs within a group, the system usually reports which data gave the error and continues processing the rest.
Related terms
This explanation was written in plain language for TreScout and machine-translated from the Turkish original · the Turkish version prevails. If something looks wrong or missing, write to hello@trescout.com. Read in Turkish →