computational overhead

USAGE SUMMARY

The phrase "computational overhead" is correct and can be used in written English.
You can use the phrase to describe the cost of computing (such as time, energy, and resources) to do a task. For example: "The process requires a lot of computational overhead, so it may take a while to complete."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Next we will be working on minimizing the computational overhead of our tuner.

Stanford University

This is due in part to the fact that computing K T K can require large amounts of computational overhead.

Biomedical Optics Express

Moreover, these models have high computational overhead.

Future Generation Computer Systems

Unfortunately, this involves a very high computational overhead.

Journal of Parallel and Distributed Computing

But the method still suffers from high computational overhead.

Journal of Network and Computer Applications

I was rather unpleasantly surprised at the computational overhead associated with the original data sets.

University of California, Berkeley

The purpose of this tool is to allow developers to easily profile Perl code line-by-line with minimal computational overhead and highly visual output.

The New York Times

It offers more generality and accuracy while the computational overhead is relatively low.

Journal of Computational Physics

The proposed development is relatively simple and implies only a moderate computational overhead.

Journal of Computational Physics

However, unstructured grids suffer from drawbacks such as high computational overhead and inefficient generation schemes.

Journal of Computational Physics

The delay problem caused by the computational overhead of ANNs is addressed in the design.

IFAC Proceedings Volumes

Expert writing Tips

Best practice

When discussing efficiency, quantify the "computational overhead" by specifying metrics like CPU cycles, memory usage, or execution time to provide concrete evidence.

Common error

Avoid solely focusing on "computational overhead" as a singular metric. Consider other performance indicators like latency, throughput, and energy consumption for a more comprehensive analysis.

Linguistic Context

The phrase "computational overhead" functions as a noun phrase, typically serving as the subject or object of a sentence. It describes the additional resources (time, memory, processing power) required to perform a computational task, as seen in Ludwig examples.

Expression frequency: Very common

Frequent in

Science

60%

Academia

20%

News & Media

10%

Less common in

Formal & Business

5%

Encyclopedias

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, "computational overhead" is a noun phrase that accurately describes the cost of computation in terms of resources. As confirmed by Ludwig AI, the phrase is grammatically correct and widely used. Ludwig examples show its prevalence across scientific, academic, and news contexts, highlighting its role in evaluating and optimizing computational processes. When writing, quantify this overhead with specific metrics for clarity. While commonly used, consider alternative metrics to provide a better more comprehensive analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

processing cost

Focuses on the cost associated with processing data, similar to the resources consumed by computation.

resource consumption

Highlights the resources used during computation, such as memory or processing power.

computational expense

Highlights the cost from computation, using expense to highlight the high amount of work or monetary amount.

performance penalty

Emphasizes the negative impact on performance due to computational demands.

execution burden

Refers to the load placed on a system during the execution of a process.

processing load

Highlights the amount of processing required, similar to the effort needed for computation.

runtime cost

Specifies the cost incurred during the runtime of a program or process.

system overhead

Broadens the scope to include any overhead imposed on the system, not just computational.

performance tax

A more figurative way to describe the reduction in performance due to additional computations.

algorithmic complexity

Refers to the complexity of an algorithm, affecting computational resource use.

FAQs

How can I reduce "computational overhead" in my code?

You can reduce "computational overhead" by optimizing algorithms, using efficient data structures, minimizing memory allocation, and leveraging hardware acceleration techniques.

What's the difference between "computational overhead" and latency?

"Computational overhead" refers to the resources consumed by a computation, while latency is the time delay between initiating a request and receiving a response. They are related, but measure different aspects of performance.

Which is correct, "computational overhead" or "computation overhead"?

"Computational overhead" is the correct and more commonly used term. "Computation overhead" is less frequent and may sound awkward to native English speakers.

What are some alternatives to saying "computational overhead"?

You can use alternatives like "processing cost", "resource consumption", or "performance penalty" depending on the specific context.