computation amount

USAGE SUMMARY

"computation amount" is a grammatically correct and usable phrase in written English.
You can use it when referring to the amount calculated by a computer or other processing device. For example, "The computation amount of the tax return was $7,000."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

10 human-written examples

a Detection probability, b the ratio of power between stepwise approach and exhaustive approach c Average number of combinations to be computed in stepwise approach dComputation ratio is the ratio of computation amount of stepwise approach and computation amount of exhaustive approach.

BMC Medical Genomics

In SOC design trend, the computation amount is not the only concern.

EURASIP Journal on Audio, Speech, and Music Processing

As to the computation amount of secret key generation, the proposed scheme has the smallest.

Human-centric Computing and Information Sciences

Uniform design theory was applied to optimize the parameters of SVM and thus the computation amount was reduced 90%.

Food Chemistry

Finally, as to the computation amount of re-encryption and secret key update, all schemes have the same.

Human-centric Computing and Information Sciences

Although Subset Simulation (SS) is a powerful tool for small probabilities, the computation amount is still large for time-consuming numerical procedures.

Structural Safety

Human-verified similar examples from authoritative sources

Similar Expressions

50 human-written examples

The highest achieved performance of the stencil computation amounts to 190.45 GFLOPs on a Tesla K20 GPU.

Procedia Computer Science

As the total number of comparisons to search a read is n, the reduction in a total number of computations amounts to (nq log _2 p).

Journal of Big Data

Table 6 shows performance results (in seconds) required to perform each individual computation and amount of data that exchanged between users and the server.

Data Science and Engineering

With the increasing requirement of computation and data amount in embedded multimedia applications, stream architectures are exploited to accelerate the multimedia processing.

Journal of Systems Architecture

So we assume that computation time and amount of output data is negligible small if no input data is present (f0 = g0 = 0).

Journal of Cloud Computing

Expert writing Tips

Best practice

When discussing the efficiency of algorithms or systems, use "computation amount" to clearly specify the quantity of computational resources consumed. For example: 'Reducing the "computation amount" can lead to significant energy savings.'

Common error

Avoid using "computation amount" interchangeably with "data volume". "Computation amount" refers to the processing effort, while "data volume" refers to the quantity of data being processed. For example: Increase the "computation amount" to analyze large datasets but don't mix with data volume.

Linguistic Context

The phrase "computation amount" functions as a noun phrase, serving primarily to quantify or measure the extent of processing or calculations involved in a particular task or system. It acts as a subject, object, or complement within a sentence, as demonstrated by Ludwig.

Expression frequency: Common

Frequent in

Science

80%

News & Media

10%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "computation amount" is a grammatically sound and frequently employed term, especially within scientific and technical domains. Ludwig AI confirms its correctness and usability. It is primarily used to quantify the extent of processing or calculations in a task, with the aim of evaluating efficiency or optimizing performance. While alternatives like "computational load" and "processing requirements" exist, "computation amount" is direct and effective. It's essential to distinguish it from "data volume" to avoid confusion. It is most commonly seen in scientific literature, with some occurrences in news media. Therefore, when discussing computational processes, using "computation amount" offers clarity and precision.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

amount of processing

A more general way to refer to the quantity of processing required.

computational load

Focuses on the burden or demand placed on the computational resources.

extent of computation

Focuses on the range or scope of the computational tasks.

processing requirements

Highlights the resources needed for data processing.

computational intensity

Emphasizes the computational demand or resource utilization.

computational complexity

Emphasizes the intricacy and resources needed for a computation.

scale of calculation

Indicates the size or magnitude of the calculation.

calculation volume

Refers to the size or extent of the calculations involved.

data processing magnitude

Emphasizes the scale and intensity of data operations.

algorithmic workload

Highlights the work required by an algorithm.

FAQs

How is "computation amount" used in scientific writing?

In scientific writing, "computation amount" is used to quantify the processing resources required for a task. It often appears in contexts discussing algorithm efficiency or computational cost. For instance, reducing the "computation amount" can improve performance.

What is the difference between "computation amount" and "computational complexity"?

"Computation amount" refers to the quantity of computational resources used. "Computational complexity" describes how the resources (time, memory) grow as the input size increases. "Computation amount" is a measure of the actual resources used for a specific task, while computational complexity is a theoretical measure of how the resources scale.

Can "calculation volume" be used instead of "computation amount"?

While "calculation volume" is similar, "computation amount" specifically implies processing by a computer. If you're referring to calculations done manually, "calculation volume" might be more appropriate. Otherwise, "computation amount" is generally preferred in technical contexts.

What factors affect the "computation amount" in a program?

The "computation amount" can be affected by factors like algorithm choice, data structure efficiency, hardware capabilities, and software optimization. Choosing more efficient algorithms or optimizing code can reduce the "computation amount" required.