resource-intensive computation

USAGE SUMMARY

The phrase "resource-intensive computation" is correct and usable in written English.
It can be used when discussing tasks or processes that require significant computational power or resources, often in the context of computing or data analysis. Example: "The algorithm we developed is highly effective, but it also involves resource-intensive computation that may slow down the system."

✓ Grammatically correct

Academia

News & Media

Science

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Indeed, the workflows can be run by (i) executing a command line, (ii) a remote execution server, to allow workflow running on distant machine, and (iii) through the online workflow designer and enactor OnlineHPC [ 38] giving access to high performance computer resources for intensive computation or Big Data analysis.

BioMed Research International

Because the group operation is the most resource-intensive behavior for group key management protocol, measuring the value of ANO of each algorithm can exactly assess their communication, computation, and storage overhead.

EURASIP Journal on Wireless Communications and Networking

"The indicators are resource-intensive.

The Economist

That makes animal husbandry extremely resource-intensive.

The Economist

Security systems built this way are brittle and resource-intensive.

The Guardian

Paying constant attention is resource-intensive and exhausting.

The New York Times - Science

Growth in emerging markets is both rapid and resource-intensive.

The Economist

"It's a resource-intensive system," says one customer.

The Economist

The correction of such errors is resource-intensive.

Journal of Biomedical Informatics

These processes are slow-moving, resource-intensive, and reactive.

Massachusetts Institute of Technology

OCR is a resource-intensive process.

Forbes

Expert writing Tips

Best practice

When describing the computational cost of an algorithm or process, quantify the resource usage whenever possible. For instance, specify memory usage, CPU time or energy consumption.

Common error

Avoid using "resource-intensive computation" as a blanket statement. Always provide context by specifying which resources (CPU, memory, energy) are heavily utilized and why.

Linguistic Context

The phrase "resource-intensive computation" functions as a descriptive term, typically used to characterize a process or task that requires significant computational resources. This includes aspects like processing power, memory, or energy consumption. Ludwig AI confirms its usability in written English.

Expression frequency: Missing

Frequent in

Science

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Formal & Business

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Less common in

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Ludwig's WRAP-UP

In summary, "resource-intensive computation" is a phrase used to describe computationally demanding tasks. Ludwig AI confirms its grammatical correctness. While examples are currently limited, its usage is generally confined to formal, scientific, and technical contexts. Related phrases include computationally demanding task and processor-intensive analysis. When using the phrase, it's best to be specific about the resources being heavily utilized. This guide provides a comprehensive understanding of the phrase's linguistic properties and practical applications.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

demanding computational process

General term highlighting the high demands placed on the computational system.

computationally demanding task

Focuses on the computational aspect requiring significant processing power.

processor-intensive analysis

Specifies that the analysis places a high demand on the processor.

high-workload calculation

Highlights the heavy processing load involved in the calculation.

memory-intensive operation

Focuses on the high memory requirements of the operation.

complex algorithmic processing

Emphasizes the complexity of the algorithms used, implying a higher resource demand.

energy-intensive computing

Focuses on the high energy consumption associated with the computing task.

heavy data processing

Focuses on the large volume of data being processed, leading to increased resource usage.

time-consuming calculation

Highlights the duration and time investment required for the calculation.

extensive numerical simulation

Highlights the scale and scope of numerical simulations that require significant computational resources.

FAQs

How can I describe a task that requires a lot of computing power instead of "resource-intensive computation"?

Alternatives include "computationally demanding task", "processor-intensive analysis", or "heavy data processing", depending on the specific resource being heavily used.

What does "resource-intensive computation" imply about the efficiency of an algorithm?

It suggests that the algorithm may not be optimized for resource usage. A "resource-intensive computation" often prompts a search for more efficient algorithms or hardware solutions to reduce the demands on system resources.

In what fields is the term "resource-intensive computation" most commonly used?

The term is frequently used in computer science, engineering, data science and scientific computing to describe processes that require significant computational "resources" such as CPU time, memory or energy.

Is "resource-intensive computation" always a negative characteristic?

Not necessarily. While efficiency is often desired, some complex problems inherently require significant computational "resources". The key is to ensure that the resource usage is justified by the results obtained.