computational need

USAGE SUMMARY

The phrase "computational need" is correct and usable in written English.
It can be used in contexts where you are discussing requirements or necessities related to computational tasks or processes. Example: "The project was delayed due to a lack of understanding of the computational need for data processing."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

The classical resampling algorithm of this process needs N processors to reduce its computational need from O(N) to O log(N)), and so, this particle filter was considered unsuitable for parallelism.

EURASIP Journal on Advances in Signal Processing

In the cases that the fractional delay is sufficient to control the interpolator's structure and there is no computational need to update the filter's coefficients, Farrow structure of polynomial interpolation is preferred due to the implementation efficiency.

EURASIP Journal on Advances in Signal Processing

The main drawback of this class of algorithms is their massive computational need, usually impossible to find the answer in polynomial time.

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

In recent years, adoption of cloud computing for computational needs is growing significantly due to various factors such as no upfront cost and access to latest service.

Vietnam Journal of Computer Science

But scaling models to larger populations would often require computational needs that cannot be handled with personal computers and laptops.

BMC Public Health

If your laptop computer can't keep up with your most urgent computational needs, cheer up.

Science Magazine

Research dietitians have unique computational needs not satisfied by currently available dietetic software.

Journal of Food Composition and Analysis

The very low computational needs of the model make it ideal for optimization processes involving a high number of simulations.

Applied Thermal Engineering

This paper discusses the computational needs for the full design and simulation of the RIA accelerator systems.

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment

Early in his graduate studies, Elemento shifted to Computational Biology, he says, after realizing that cancer research had great computational needs.

Cornell University

Better precision provides more confidence in the optimization results, but is achieved at the expense of increased computational needs, due to problem complexity.

Handbook of Water and Energy Management in Food Processing

Expert writing Tips

Best practice

When discussing "computational need", specify the context or task to provide clarity, such as "the computational need for data analysis" or "the computational need in machine learning".

Common error

Avoid using "computational need" without specifying the application or task. Overgeneralization can lead to ambiguity and make it difficult to assess the actual requirements. Instead of saying "there is a high computational need", specify "there is a high "computational need" for real-time data processing".

Linguistic Context

The phrase "computational need" functions as a noun phrase, typically serving as the subject or object of a sentence. It refers to the requirement or demand for computational resources. Ludwig AI confirms its usability in discussing necessities related to computational tasks.

Expression frequency: Uncommon

Frequent in

Science

70%

Academia

20%

News & Media

10%

Less common in

Ludwig's WRAP-UP

The phrase "computational need" is a grammatically sound noun phrase used to denote the demand for computational resources for a given task. While not exceedingly common, it appears with reasonable frequency in scientific, academic, and technical contexts. Ludwig AI confirms the correctness of this phrase, emphasizing its relevance when discussing requirements for computational processes. For clarity, it's best to specify the context when using the phrase. Alternatives like "computing requirements" can be considered. Common errors include overgeneralization, so specify the application to avoid ambiguity. The phrase finds its home primarily in scientific literature, university research, and technology-related news.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computing requirements

Focuses on the mandatory aspects of computing power or resources.

processing demands

Highlights the level of processing power that is required.

calculation requirements

Specifically refers to the demands for performing calculations.

computing resource needs

Emphasizes the necessary resources for computational tasks.

computational demands

Highlights the intensity of computational power that is required.

processing requirements

Focuses on the necessary steps or operations to process data.

data processing needs

Specifically refers to the needs related to processing data.

algorithmic requirements

Highlights the mandatory aspects of algorithms.

computational power demands

Emphasizes the level of computational power that is required.

computer processing needs

Refers to the necessities of computer processing.

FAQs

What does "computational need" refer to?

The term "computational need" refers to the resources, such as processing power, memory, and algorithms, required to perform a specific computational task or solve a problem.

How can I determine the "computational need" for a project?

Assessing the "computational need" involves analyzing the complexity of the task, the amount of data to be processed, and the required accuracy. This analysis helps in selecting appropriate hardware, software, and algorithms.

What are some alternatives to the phrase "computational need"?

You can use alternatives like "computing requirements", "processing demands", or "calculation requirements" depending on the context.

Why is it important to understand the "computational need"?

Understanding the "computational need" is crucial for optimizing resource allocation, minimizing processing time, and ensuring the feasibility and efficiency of computational tasks. It helps in avoiding bottlenecks and achieving desired outcomes.