batch processing

USAGE SUMMARY

The phrase "batch processing" is correct and usable in written English.
It can be used to refer to a process of dealing with a large number of similar tasks or transactions at once. For example, "The company used batch processing to quickly process hundreds of orders in a short period of time."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

57 human-written examples

Note: The image analysis process is amenable to automated batch processing (Stewart and McDonald, 2014).

Fungal Genetics and Biology

Dynamic batch processing commonly exists in production or business processes.

Future Generation Computer Systems

This simplifies the process, limits costs, and enables extension to large batch processing with quick turnaround.

Plosone

The blood itself is processed at specialized facilities (bloodbanks) following "manufacturing" procedures common to batch processing.

Harvard Business Review

Batch processing tools Big data analytics offers a great number of methods to process data starting from batch processing.

Journal of Big Data

Batch Processing.

Stanford University

Batch processing was replaced by real-time processing.

The New Yorker

An improved technique for the batch processing of small whole wood samples to α-cellulose.

Nature

This paper applies dynamic batch processing to WfMSs.

Future Generation Computer Systems

If a businessman waits until the end of the month to collect and count his receipts, he's "batch processing".

The New Yorker

Human-verified similar examples from authoritative sources

Similar Expressions

1 human-written examples

And its latest device, the PicoStill, shows the company still aiming at small-batch processing.

TechCrunch

Expert writing Tips

Best practice

In technical documentation, explicitly state the batch size or frequency to provide a clear understanding of the processing capacity and timing.

Common error

Avoid using "batch processing" when you actually mean real-time or streaming data processing. "Batch processing" implies a delay, while real-time processing suggests immediate data handling.

Linguistic Context

The phrase "batch processing" functions primarily as a noun phrase, often used as a subject or object to describe a method or system. Ludwig examples show it referring to both data analysis and manufacturing contexts.

Expression frequency: Very common

Frequent in

Science

44%

News & Media

37%

Formal & Business

19%

Less common in

Academia

6%

Wiki

1%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "batch processing" is a grammatically sound and frequently used noun phrase referring to the grouped execution of tasks, often within data analysis or manufacturing contexts. Ludwig AI confirms its correctness and broad applicability. It's crucial to distinguish it from real-time processing and to use it accurately when describing delayed, grouped operations. The phrase appears most often in scientific and news contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

bulk processing

Emphasizes the handling of a large quantity of items together.

group processing

Highlights the act of treating items as a single group.

offline processing

Focuses on processing data without a live connection or immediate feedback.

automated processing

Stresses the automation aspect of the processing activity.

sequential processing

Highlights the order in which items are processed.

data warehousing

Related to storing and preparing large datasets for analysis, often involving batch operations.

periodic processing

Implies processing done at regular intervals.

background processing

Indicates processing done in the background without user intervention.

high-volume processing

Emphasizes the large amount of data or items being processed.

transaction processing

Focuses on processing individual transactions, but can be done in batches.

FAQs

How does "batch processing" differ from real-time processing?

"Batch processing" involves processing data in groups at scheduled times, while real-time processing handles data immediately as it arrives. Alternatives to batch processing include "real time processing" or "stream processing".

What are the advantages of using "batch processing"?

"Batch processing" is efficient for handling large volumes of data, reduces system load during peak hours, and is suitable for tasks that don't require immediate results. It offers a structured approach when immediacy is not required.

Where is "batch processing" commonly used?

"Batch processing" is commonly used in payroll processing, bank statement generation, image editing, and data warehousing, where large amounts of data are processed periodically. Also, processes like "dynamic batch processing" are becoming more prevalent in production and business settings.

What tools are used for "batch processing"?

Tools for "batch processing" include Apache Hadoop, Apache Spark, and cloud-based services like AWS Batch and Google Cloud Dataflow. These tools are designed to handle large-scale data processing tasks efficiently.