computational heavy

USAGE SUMMARY

"computational heavy" is a correct and usable phrase in written English.
It is typically used to describe something that requires a lot of computing power or is computationally intensive. For example, "The scientific research project was computationally heavy, requiring weeks of continuous computing to complete."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

What Mobli is doing is pushing the computational heavy lifting server-side.

TechCrunch

While virtual desktops can generally be configured to do their computational heavy lifting on either the server or the device, the iPhone's relatively weak computational muscle meant that most of the work had to be done by the servers, which means slower overall performance due to bandwidth issues.

Forbes

This computationally heavy method is used at this step, because it is hard to identify the significant mRNAs with high gain ratio among tens of thousands of mRNAs by the tree-based analysis, but this computational heavy method can work out many 100%-frequency rules from the mRNA data sets.

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

The proposed parallel digital system realizes a number of computational-heavy calculations in order to achieve real-time operation.

Journal of Visual Communication and Image Representation

SkateBLAST is derived from ViroBLAST (14), with a customized interface for job submissions to a UD high-performance computing cluster during heavy computational loads such as during Annotation Workshops.

Database : the journal of biological databases and curation

The modularity of the infrastructure ensures the responsiveness of the web server even under heavy computational load and effectively leverages computational resources of three different 8-core servers.

BMC Genomics

Computing this factor z t results in heavy computational burden for normalization.

EURASIP Journal on Audio, Speech, and Music Processing

Computer systems have fast processing speed for performing heavy computational tasks.

Expert Systems with Applications

Further, MapReduce excels at distributing heavy computational operations across a cluster of distributed computing machines while abstracting many of the underlying implementation details (e.g. load balancing, job monitoring, data partitioning etc) [19].

Journal of Big Data

Most current approaches to computer vision are based on expensive, high performance hardware to meet the heavy computational requirements of the employed algorithms.

Expert Systems with Applications

Because the PTFT requires a heavy computational complexity, especially when N is large, it is important to find various methods to minimize the computational complexity for the parameter estimation by using the PTFT.

EURASIP Journal on Advances in Signal Processing

Expert writing Tips

Best practice

When using "computational heavy", ensure the context clearly indicates what specific computational aspect (e.g., algorithm, process) is resource-intensive.

Common error

Avoid using "computational heavy" to describe tasks that are merely data-intensive but not necessarily requiring complex calculations. Distinguish between tasks that need significant processing power versus those needing large data storage.

Linguistic Context

The phrase "computational heavy" functions as a descriptive adjective phrase. It modifies a noun to indicate that something involves a significant amount of computation. Ludwig AI confirms that is correct and usable in English.

Expression frequency: Rare

Frequent in

Science

66%

News & Media

34%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "computational heavy" is a phrase used to describe tasks or processes that require significant computing resources. Ludwig AI confirms that the expression is correct and usable. While grammatically sound, it is less frequent than alternatives like "computationally intensive". Its primary usage is within scientific and technical domains, highlighting its role in conveying the demands on computing power. When using this phrase, ensure the context clearly indicates the specific computational aspect that is resource-intensive.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally intensive

Replaces "heavy" with "intensive", emphasizing the high degree of computation needed.

computationally demanding

Substitutes "heavy" with "demanding", highlighting the significant requirements for processing power.

resource-intensive computation

Reorders the phrase and uses "resource-intensive" to describe the computation.

processing-intensive

Focuses on the processing aspect, using "intensive" to convey the high computational load.

high computational cost

Shifts the focus to the "cost" associated with the computation, rather than directly describing it as "heavy".

computationally expensive

Emphasizes the "expense" or resources needed for the computation.

complex computation

Highlights the "complexity" of the computation, implying it requires significant resources.

algorithmically complex

Indicates algorithms with high computational complexity, requiring powerful systems to perform well.

computationally challenging

Highlights the difficulties of the computational task.

power-hungry computation

Highlights the high power consumption aspect of computation.

FAQs

What does "computational heavy" mean?

The term "computational heavy" describes a process, task, or system that requires significant computing resources, such as processing power, memory, or time, to execute effectively. It is related to concepts such as "computationally intensive" and "computationally demanding".

How can I use "computational heavy" in a sentence?

You can use "computational heavy" to describe anything that demands significant processing power. For example, "The new AI model is very computational heavy." or "The rendering process is computational heavy."

Is "computational heavy" the same as "computationally intensive"?

While similar, "computational heavy" is less common than "computationally intensive". Both describe a high demand for computing resources, but the latter is the more standard and frequently used term.

What are some alternatives to "computational heavy"?

Alternatives include "computationally demanding", "resource-intensive computation", and "processing-intensive". The best choice depends on the specific context.