gradual scaling

USAGE SUMMARY

The phrase "gradual scaling" is correct and usable in written English.
It can be used in contexts where you are discussing the process of increasing or decreasing something in a slow and steady manner, often in relation to business growth or project development. Example: "The company implemented a strategy of gradual scaling to ensure sustainable growth without overwhelming resources."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

"They changed the face of Europe, and of the world, by making possible the gradual scaling down of the Cold War — and thereby, eventually, an event that Brandt never foresaw: the end of the very state whose existence he had recognized, followed by the collapse of the entire Soviet Empire".

The New Yorker

Once they do they will involve a modest and gradual scaling back of the Pentagon's proposed $6.1 trillion spending plan for the next decade.

Huffington Post

Gradual scaling up of these cultures included the following phases: cultures in 200-mL volume were the inoculum for 20-L flasks and these were used to inoculate sterile plastic bags of 1100 L. Two of these bags were used to inoculate an intermediate-sized open pond of 25 000 L. All these steps were carried out in a greenhouse (indoors, clean conditions).

AoB PLANTS

The authors did not experiment with gradual scaling of CPU frequency and voltage using techniques such as DVFS, which typically reduces power consumption.

Journal of Cloud Computing

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

Scaling up nationally without building this capability will likely result in failure, and the Indian government should instead look to emulate the successful bottom-up implementation approach of Brazil's Família with gradual scale up from the regional to the national level.

The Guardian

(Noorman et al. 2017) With this focus, the Lean method resembles the experimental approach to innovation, described as continuous testing and learning by means of gradual scaling-up, while a technology is introduced in society (e.g. Asveld, 2016; Robaey & Simons, 2015; van de Poel, 2011).

Life Sciences, Society and Policy

Still, we see a gradual scale, depending on social, economic, institutional and cultural capacities and desires, interacting with structures and leading to different levels of agency over the decision to return.

Comparative Migration Studies

From 2004 on, a gradual scaling-up was seen.

BMC Pediatrics

A binary decision is of course problematic, since binding and functionality are both better reflected by a gradual scale.

BMC Evolutionary Biology

This number describes a gradual scale of RNA integrity from 1 (RNA completely degraded) to 10 (RNA without degradation), taking into account not only the conventional ratio of 28S to 18S ribosomal RNA (rRNA) but also other critical regions of the entire RNA electropherogram.

BMC Cancer

The steady improvement in vehicle safety is evident, but the progress has been the result of the slow and steady mitigation of risk, thanks to features implemented only after years of lab tests, small-scale field trials and gradual large-scale deployment with a host of checks and balances at each and every stage.

TechCrunch

Expert writing Tips

Best practice

When describing a business strategy or project development, use "gradual scaling" to emphasize a sustainable and resource-conscious approach. This suggests careful planning and risk mitigation.

Common error

While "gradual scaling" is appropriate for discussing incremental changes, it may not be suitable for situations requiring rapid or immediate action. Consider alternatives like "rapid expansion" or "immediate adjustment" in those cases.

Linguistic Context

The phrase "gradual scaling" primarily functions as a noun phrase, where "gradual" modifies the noun "scaling". It describes a specific type of scaling process, characterized by its incremental nature. As Ludwig AI indicates, this is a correct and usable phrase in English.

Expression frequency: Rare

Frequent in

Science

50%

News & Media

50%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "gradual scaling" is a grammatically sound phrase used to describe a slow and steady process of increase or decrease. While Ludwig AI confirms its correctness and usability, it's crucial to consider the context. It's most relevant when emphasizing controlled growth, risk mitigation, or resource management. Alternatives such as "incremental scaling" or "phased implementation" may be more appropriate in specific situations. The phrase appears mainly in Science and News & Media contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

gradual increase

Focuses specifically on the upward direction of change, implying a slow and steady growth.

gradual decrease

Focuses specifically on the downward direction of change, implying a slow and steady reduction.

incremental expansion

Highlights a slow, step-by-step growth or widening of something.

phased implementation

Suggests that something is being introduced or put into place in stages over time.

stepwise progression

Emphasizes a sequence of steps leading to a larger development.

progressive adjustment

Indicates a series of changes made gradually over a period.

steady growth

Focuses on the consistent and sustained increase of something.

controlled expansion

Implies a deliberate and managed process of enlargement.

measured increase

Highlights the careful and deliberate nature of the growth.

staged rollout

Describes a product or service being introduced to the market in phases.

FAQs

How can I use "gradual scaling" in a sentence?

You can use "gradual scaling" to describe a process of increasing or decreasing something incrementally. For example, "The company adopted a strategy of "gradual scaling" to manage its growth effectively."

What are some alternatives to "gradual scaling"?

Alternatives to "gradual scaling" include "incremental scaling", "progressive adjustment", or "phased implementation" depending on the context.

Is "gradual scaling" appropriate for describing a sudden change?

No, "gradual scaling" implies a slow and steady process. For sudden changes, consider using phrases like "rapid adjustment" or "immediate shift" instead.

What's the difference between "gradual scaling" and "rapid scaling"?

"Gradual scaling" refers to a slow, incremental increase or decrease. "Rapid scaling", on the other hand, refers to a fast and often aggressive increase or decrease, suitable for different business situations.