large-scale processing

USAGE SUMMARY

The phrase "large-scale processing" is correct and usable in written English.
It can be used when referring to the handling or analysis of data or tasks that involve a significant volume or extensive scope. Example: "The company specializes in large-scale processing of big data to derive actionable insights for its clients."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

30 human-written examples

Rice bran and wood ash were obtained from the large-scale processing unit of Federal College of Agriculture, Akure, which processed cassava tubers from 10,000 ha of cassava farm and paddy rice from 5000 hectares of rice plantation, while the poultry manure was also obtained from the 10,000 poultry birds in the livestock unit of the same institution.

International Journal of Recycling of Organic Waste in Agriculture

In addition, its on-site availability at sugarcane-based ethanol process plants is advantageous for large-scale processing.

AMB Express

Large-scale processing schemes for h-BN integration and processes involving growth of in-plane/out-of-plane h-BN/2D material heterostructures will have to carefully consider these findings in terms of allowable levels of oxygen exposure during (re- processing and suggested use of h-BN as high-tempere- processingtion landrsuggested

Chemistry of Materials

The UN's refugee agency, UNHCR, has said for the first time that the large-scale processing of migrants and refugees outside Europe, in countries such as Egypt, Libya or Sudan, may be necessary as frontline authorities claim they have been abandoned by Brussels in the face of a "colossal humanitarian catastrophe".

The Guardian

Uncovering terrorist plots requires intelligence and investigation, not large-scale processing of everyone.

Forbes

10.9 1 50.0 45.2 Database is Linux based for large-scale processing and storage.

Security Informatics

Human-verified similar examples from authoritative sources

Similar Expressions

30 human-written examples

In this communication, we describe possible visual interfaces for various temporal media, and we propose methods for the economically feasible large scale processing of documents.

Readings in Multimedia Computing and Networking

Deployment of large scale processing methods is necessary for the successful technological exploitation of the functional properties of nanoparticle-containing block copolymer hybrids.

Progress in Polymer Science

Future efforts will focus on (a) use of consistent methodology across years, (b) integration of multiple sensors to maximize images used, and (c) employing cloud-computing platforms for large scale processing capabilities.

Remote Sensing of Environment

In this era of large scale processing of Next Generation Sequencing, which includes RNA-Seq and Whole Exome Sequencing, and a multitude of other molecular profiling modalities, biomedical researchers are often left with a set of genes that show signs of biological significance.

Journal of Cheminformatics

For production facilities that link substantially different scales, such as biofuel production facilities that connect large numbers of small bioreactors to large scale processing equipment, the ramp-up to full production may be a significant consideration in the decision on facility scale.

Computers & Chemical Engineering

Expert writing Tips

Best practice

When using "large-scale processing", ensure that you clearly define the scale being referred to in the context. Quantify the volume or scope whenever possible to provide more clarity.

Common error

Avoid using "large-scale processing" vaguely to sound impressive. Always ensure it accurately reflects the scope and volume of the processing involved, rather than being a filler term.

Linguistic Context

The phrase "large-scale processing" primarily functions as a noun phrase, where "large-scale" acts as a compound adjective modifying the noun "processing". It describes the magnitude or scope of the processing activity.

Expression frequency: Common

Frequent in

Science

61%

News & Media

21%

Formal & Business

9%

Less common in

Encyclopedias

6%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "large-scale processing" is a phrase used to describe processing operations that handle significant volumes or scopes. Ludwig AI confirms that it is grammatically correct and acceptable in written English. It's commonly used across various domains such as science, news, and formal business contexts. When using the phrase, clarity is key. Ensure you define the scale to avoid vagueness. Remember to hyphenate when used as an adjective before a noun, such as in "large-scale processing operations". Alternatives include "mass processing" and "high-volume processing", depending on the specific nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

mass processing

Emphasizes the volume being processed; less formal than "large-scale processing".

high-volume processing

Highlights the quantity processed; commonly used in manufacturing and data contexts.

extensive processing

Focuses on the thoroughness and detail of the processing involved.

bulk processing

Indicates that items are treated as a single large quantity.

industrial-scale processing

Links processing to industrial applications and significant scale.

large-batch processing

Refers to processing items in sizable groups; suitable for manufacturing.

enterprise-level processing

Highlights sophistication and scope for complex scenarios.

production-scale processing

Focuses on efficient workflows needed in scalable manufacturing.

end-to-end processing

Highlights that the entire process is handled from start to finish

heavy-duty processing

Suggests processing operations capable of managing complex or demanding scenarios.

FAQs

How can "large-scale processing" be used in a sentence?

The phrase "large-scale processing" is used to describe operations that handle significant volumes of data, materials, or tasks. For example, "The company specializes in the large-scale processing of raw materials".

What's the difference between "large-scale processing" and "mass processing"?

"Large-scale processing" is a more formal and general term, while "mass processing" emphasizes sheer volume and is often used in less formal contexts.

What are some alternatives to "large-scale processing"?

Depending on the context, you can use alternatives such as "mass processing", "high-volume processing", or "extensive processing".

Is "large scale processing" hyphenated?

Yes, when used as an adjective before a noun, "large scale processing" is typically hyphenated as "large-scale processing".