high computational load

USAGE SUMMARY

"high computational load" is a correct and usable phrase in written English.
You can use it to describe a situation in which a certain task requires a lot of computing power or resources. For example, "The process of analyzing the data from this study requires a high computational load."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

46 human-written examples

The main drawback of such optimal solutions lies in their high computational load.

Signal Processing

Despite its applicability, one of its drawbacks in practical application is the high computational load.

Computers & Fluids

The parameter identification is mostly done off-line due to the high computational load carried by the identification algorithms.

Mechatronics

Despite its applicability, one of the drawbacks of this model is the high computational load for practical simulations.

Computers and Geotechnics

The switching gain is adapted using a simple algorithm which does not imply a high computational load.

Journal of the Franklin Institute

However, the reported works bring out the high computational load required for this type of interpolation, and then at best only one interpolation algorithm is implemented.

Computers & Industrial Engineering

Human-verified similar examples from authoritative sources

Similar Expressions

14 human-written examples

The main contribution is to illustrate the viability and utility of this approach by examining how high computational loads can be simply managed using commodity hardware.

IFAC Proceedings Volumes

However, the current pixel-based model coupling approaches are challenging to apply over large spatial extents because high computational loads and model parameterizations.

Environmental Modelling & Software

This approach causes high computational loads and increases system complexity.

EURASIP Journal on Wireless Communications and Networking

Proposed solution is shown to be competitive with the optimal solution while avoiding high computational loads.

Journal of Modern Power Systems and Clean Energy

Most often they result into a multi-dimensional optimization problem, implying high computational loads.

EURASIP Journal on Advances in Signal Processing

Expert writing Tips

Best practice

When discussing algorithms or models, quantify the "high computational load" by specifying the time complexity (e.g., O(n^2), O(n log n)) or memory requirements to give readers a concrete understanding.

Common error

Avoid using "high computational load" interchangeably with algorithm complexity. While a complex algorithm often leads to a high load, the load also depends on factors like hardware and data size. Algorithm complexity is a property of the algorithm itself, while computational load reflects resource utilization in a specific context.

Linguistic Context

The phrase "high computational load" functions primarily as a noun phrase. It describes the amount of processing power, memory, or other computing resources needed to execute a particular task or algorithm. Ludwig AI affirms the phrase's usability, providing examples where it serves to characterize the resource demands of specific processes.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "high computational load" is a noun phrase frequently employed within scientific and technical contexts to denote substantial demands on computing resources. Ludwig AI confirms its correct usage and provides numerous examples from academic journals and reputable sources. The phrase serves to highlight resource-intensive processes and motivate optimization strategies. Related phrases include "heavy computational burden" and "substantial processing requirements". When using this phrase, remember to provide specific metrics when possible to clarify the magnitude of the load and avoid using it as an interchangeable term for algorithm complexity. Therefore, as confirmed by Ludwig, "high computational load" is appropriate to depict tasks requiring considerable computing power.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

heavy computational burden

Replaces "load" with "burden", conveying a sense of weight or difficulty associated with the computation.

intensive computational demands

Emphasizes the intensity and requirement for computational resources, replacing "load" with "demands".

computationally expensive process

Focuses on the cost (in terms of resources) of the computational process.

substantial processing requirements

Focuses on the processing aspect, highlighting the magnitude of resources needed rather than the "load".

resource-intensive computation

Emphasizes the consumption of resources during the computation, rather than the load itself.

significant processing overhead

Highlights the overhead, which is the extra processing time or resources required, instead of the "load".

demanding computational tasks

Shifts the focus to the tasks themselves, emphasizing their demanding nature, rather than the load they create.

considerable computational effort

Emphasizes the effort required for the computation, rather than the "load" on the system.

complex computational requirements

Highlights the complexity driving the need for greater resources, rather than the resultant load.

extensive computational resources

Highlights the quantity of computational resources needed, instead of directly referring to the "load".

FAQs

How can I rephrase "high computational load"?

You can use alternatives such as "heavy computational burden", "substantial processing requirements", or "intensive computational demands" depending on the context.

What does "high computational load" mean?

The phrase "high computational load" refers to a situation where a computing task or process requires a significant amount of processing power, memory, or other computational resources to complete.

In what contexts is "high computational load" typically used?

The phrase "high computational load" is commonly used in scientific research, software engineering, and data analysis to describe algorithms, models, or processes that demand substantial computing resources.

How does algorithm complexity relate to "high computational load"?

Algorithm complexity is a measure of how the runtime or memory usage of an algorithm grows as the input size increases. Higher complexity algorithms often contribute to a "high computational load", but other factors like hardware and data volume also play a significant role.