Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
minimal computational overhead
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "minimal computational overhead" is correct and usable in written English.
It can be used in contexts related to computing, programming, or technology, particularly when discussing efficiency or resource usage. Example: "The new algorithm was designed to operate with minimal computational overhead, allowing for faster processing times."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(3)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
7 human-written examples
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.
News & Media
We describe an implementation of PriviPK and provide performance measurements that show its minimal computational overhead.
Science
The cryptographic algorithms used for authentication and key agreement should add minimal computational overhead.
Predictions based on approximations of those components provide accurate estimates with a minimal computational overhead.
Via performance evaluation, they show that the improved protocol achieves strong security and at the same time requires minimal computational overhead.
The results of in-depth performance evaluation show that our protocol achieves strong security and at the same time requires minimal computational overhead.
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
A detailed evaluation of the efficiency and security of our solution shows that privacy can be achieved with minimal computational and communication overhead.
Science
Results in two dimensions are presented that demonstrate improvements in accuracy with minimal computational and algorithmic overhead over traditional second-order algorithms.
Evaluation thereof shows that the scheme imposes minimal computational and memory overhead, while significantly reducing the complexity and cost of reconfiguration.
Our evaluation shows that this scheme imposes minimal computational and memory overhead, while reducing the development complexity and bandwidth requirements of reconfiguration actions.
Next we will be working on minimizing the computational overhead of our tuner.
Academia
Expert writing Tips
Best practice
When describing algorithms or systems, use "minimal computational overhead" to emphasize efficiency and resource conservation. This highlights the design's focus on reducing the processing burden.
Common error
Avoid using superlatives like "absolutely minimal computational overhead" unless rigorously proven. Quantify the overhead if possible to provide concrete evidence of its efficiency.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "minimal computational overhead" functions as an adjective phrase modifying a noun. It describes a quality or characteristic of a system or process, indicating that it requires very little processing power. Ludwig AI confirms its correctness and usability.
Frequent in
Science
75%
Academia
13%
News & Media
12%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "minimal computational overhead" is used to describe something that doesn't require a lot of computing power or resources. It's grammatically sound and suitable for technical and scientific writing, and it's most often found in scientific and academic contexts. Ludwig AI confirms the phrase is correct and usable in written English. When you want to emphasize efficiency and low resource usage, "minimal computational overhead" is an ideal choice. Be mindful not to overstate its minimality unless you have concrete data to support it. Consider alternative phrases like "low processing cost" or "reduced processing load" depending on the nuance you want to convey.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
low processing cost
Focuses on the cost associated with processing, emphasizing the economic aspect.
reduced processing load
Highlights the amount of processing required, indicating a decrease in the demand on resources.
negligible processing requirements
Emphasizes that the processing needed is so small that it can be ignored.
lightweight computation
Implies that the computation is not burdensome, suggesting ease of implementation.
efficient resource utilization
Focuses on how well resources are used, highlighting the efficiency of the process.
optimized processing footprint
Highlights that the processing is designed for efficiency and minimal impact.
small performance impact
Emphasizes that the operation has little effect on the overall performance of the system.
low resource intensity
Focuses on the amount of resources required, suggesting a minimal use of system resources.
streamlined processing
Suggests that the processing has been made more efficient and less complex.
economical computing
Implies that the computing is cost-effective and doesn't waste resources.
FAQs
How can I use "minimal computational overhead" in a sentence?
Use "minimal computational overhead" to describe processes or algorithms designed for efficiency. For example: "The new encryption method achieves strong security with "minimal computational overhead"."
What are some alternatives to saying "minimal computational overhead"?
You can use alternatives such as "low processing cost", "reduced processing load", or "negligible processing requirements" depending on the specific context.
Is it better to say "minimal computational overhead" or "low computational overhead"?
Both phrases are acceptable. "Minimal computational overhead" emphasizes that the overhead is as small as possible, while "low computational overhead" simply indicates that it is not high.
What's the difference between computational overhead and "memory overhead"?
Computational overhead refers to the processing resources required by a task, while "memory overhead" refers to the amount of memory it consumes. A system can have minimal computational overhead but significant memory overhead, or vice versa.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested