computational load

USAGE SUMMARY

The phrase "computational load" is correct and commonly used in written English.
It refers to the amount of processing or calculations required for a particular task or problem. Example: "When working with large data sets, the computational load can greatly impact the speed and efficiency of our algorithms."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Similarly, we can compute the worst-case computational load for.

EURASIP Journal on Advances in Signal Processing

At the same time, the prototype placed significantly less computational load on the processor of the computer using it.

MIT Technology Review

Notice how the computational load is reduced by using this algorithm.

Cornell University

The computational load is adjustable in terms of the accuracy.

Fuel

Facing such a computational load, the transient hypofrontality hypothesis proposes that the brain shifts finite resources away from nonessential areas as it prioritises motor function.

The Guardian

Party Computational load IdP CEUA RP.

EURASIP Journal on Information Security

Averaging methods can reduce the computational load.

Advances in Difference Equations

This involves a very low computational load.

EURASIP Journal on Wireless Communications and Networking

Table 1 Computational load on system parties.

EURASIP Journal on Information Security

This is for good reason: The heavy computational load helps protect integrity.

Forbes

Shorter lengths imply lower computational load but more rounding noise.

EURASIP Journal on Image and Video Processing

Expert writing Tips

Best practice

When discussing algorithms or systems, quantify the "computational load" using metrics like time complexity (Big O notation) to provide a more precise understanding of performance implications.

Common error

Avoid using "computational load" as a vague term. Instead, specify what aspects contribute to the load, such as memory usage, processing time, or data transfer rates, to offer a clearer and more actionable analysis.

Linguistic Context

The phrase "computational load" primarily functions as a noun phrase, typically serving as the subject or object of a sentence. It describes the amount of processing effort required by a computational task or system. According to Ludwig AI, the phrase is grammatically correct and commonly used.

Expression frequency: Very common

Frequent in

Science

78%

News & Media

14%

Formal & Business

8%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "computational load" is a grammatically sound and frequently employed noun phrase used to describe the amount of processing effort required by a computing task or system. Ludwig AI confirms its correctness and common usage. Its formality aligns with scientific and technical contexts. The phrase helps quantify resource consumption and performance implications, with primary contexts including Science, News & Media, and Formal & Business. When using the term, consider quantifying it with metrics and avoid overgeneralization to provide more actionable analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

execution load

Focuses specifically on the load during program execution.

processing demand

Focuses on the amount of processing required, rather than the broader concept of "load".

processing burden

Emphasizes the burden or strain on the system due to processing requirements.

computing resources

Refers to the resources consumed by computation, emphasizing the resources used.

computational cost

Highlights the cost associated with computation, emphasizing the resources spent.

processing overhead

Implies additional processing required beyond the main task, suggesting inefficiency.

system workload

Refers to the overall load on a system, encompassing more than just computational aspects.

system requirements

Focuses on the requirements of a system, rather than directly addressing the "load".

algorithmic complexity

Specifically refers to the complexity inherent in an algorithm, influencing the computational effort.

resource consumption

Highlights the resources used during computation, focusing on the consumption aspect.

FAQs

How can I reduce the "computational load" of my program?

You can reduce the "computational load" by optimizing your algorithms, using more efficient data structures, or leveraging hardware acceleration such as GPUs.

What's the difference between "computational load" and "system workload"?

"Computational load" refers specifically to the processing demands of computations, while "system workload" encompasses all the demands placed on a system, including I/O, memory, and network activity.

Is a high "computational load" always bad?

Not necessarily. A high "computational load" might be acceptable if it achieves a desired level of accuracy or performance, but it's crucial to consider the trade-offs between "computational load" and other factors like execution time and resource consumption.

What are some strategies to manage a heavy "computational load"?

Strategies include parallel processing, distributed computing, and cloud-based solutions. Also, techniques like approximation algorithms and data sampling can effectively reduce the "computational load".