advantage of parallelism

USAGE SUMMARY

The phrase "advantage of parallelism" is correct and usable in written English.
You can use it when discussing the benefits or positive aspects of using parallelism in writing, programming, or other contexts. Example: "The advantage of parallelism in this algorithm is that it significantly reduces processing time."

✓ Grammatically correct

Science

Wiki

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

We also implemented a GPU version for the whole pipeline that takes advantage of parallelism in the optimization at the pixel level.

IPSJ Transactions on Computer Vision and Applications

The strategy exploits parallel processing with optimized simulation algorithms based on using of influence functions and superposition principle to take full advantage of parallelism.

Fusion Engineering and Design

A review of available solutions in Section 'Related work' observes, perhaps unsurprisingly, that most existing trace validation tools are based on algorithms that do not take advantage of parallelism, while those that do offer very limited specification languages where sequential relationships between events are excluded.

Journal of Cloud Computing

According to Intel, it skips the 45 nm process technology and uses a 32 nm process technology; it features eight cores, has a 12-wide issue architecture, multithreading enhancements, and new instructions to take advantage of parallelism, especially in virtualization.

Wikipedia

Socrates has single-nucleotide resolution, identifies micro-homologies and untemplated sequence at break points, has high sensitivity and high specificity and takes advantage of parallelism for efficient use of resources.

Bioinformatics

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

It has the advantages of parallelism, fast search speed, etc.

EURASIP Journal on Wireless Communications and Networking

This MCU has been developed to take full advantage of FPGA parallelism.

Journal of Systems Architecture

The model is designed to ease three major difficulties of programming network processors: taking advantage of hardware parallelism, arbitration of shared resources, and efficient data layout.

Network Processor Design Issues and Practices Volume 2

Moreover, when the size of sub areas is bigger than 5 × 5, the advantage of the parallelism in GPU can be seen.

EURASIP Journal on Wireless Communications and Networking

The proposed architecture exploits the modulo-m properties of DVB-S2 codes that allow to take advantage of partial parallelism to increase throughput performance.

EURASIP Journal on Wireless Communications and Networking

We must then program the system to take advantage of the parallelism inherent in multiprocessing and account for the communication delays incurred by networks.

Computers as Components Principles of Embedded Computing System Design

Expert writing Tips

Best practice

When discussing parallel computing, clearly specify the type of parallelism (e.g., data parallelism, task parallelism) to enhance clarity and avoid ambiguity.

Common error

Avoid assuming that parallelism always leads to significant performance gains. Factors like communication overhead and algorithm design can limit or even negate its advantages.

Linguistic Context

The phrase "advantage of parallelism" functions as a noun phrase that identifies a positive attribute associated with the concept of parallelism. As Ludwig AI confirms, the phrase is grammatically correct. The examples show its use in discussing technical and computational topics.

Expression frequency: Rare

Frequent in

Science

80%

Wiki

20%

News & Media

0%

Less common in

Formal & Business

0%

Encyclopedias

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, "advantage of parallelism" is a grammatically sound phrase primarily used in scientific and technical contexts to emphasize the positive aspects of using parallelism. Ludwig AI examples demonstrate its applicability in academic and research settings. While relatively uncommon, its usage is clear and effective for conveying the benefits of parallel processing. When using the phrase, it's best to be specific about what kind of parallelism is being discussed to ensure clarity. It's also important to avoid overstating the advantages as parallelism is not always advantageous by definition.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

benefit of parallel processing

Switches from a general concept of parallelism to the specific action of "parallel processing".

merits of parallel execution

Replaces "advantage" with "merits" and "parallelism" with "parallel execution", emphasizing the positive aspects of parallel execution.

upsides of concurrent processing

Substitutes "advantage" with "upsides" and "parallelism" with "concurrent processing", highlighting the positive aspects of concurrent execution.

strengths of parallel computation

Replaces "advantage" with "strengths" and "parallelism" with "parallel computation", focusing on the power of parallel computation.

gains from parallel architectures

Focuses on the "gains" achieved using "parallel architectures", changing the emphasis slightly.

positive aspects of parallelism

More general rephrasing, highlighting the positive traits of using parallelism.

taking advantage of parallel systems

Focuses on the action of utilizing parallel systems.

leveraging parallel capabilities

Emphasizes "leveraging" or utilizing parallel capabilities, shifting the focus to action.

utilizing parallel resources

Focuses on the action of utilizing resources and the concept of parallelism with "parallel resources".

exploiting parallel potential

Highlights the act of "exploiting" or taking full advantage of "parallel potential".

FAQs

How can I rephrase "advantage of parallelism" to sound more formal?

For a more formal tone, consider using alternatives like "benefit of parallel processing" or "merits of parallel execution".

What are some concrete benefits of using parallelism in computing?

Parallelism can lead to faster processing times, increased throughput, and the ability to solve more complex problems. It allows tasks to be divided and executed simultaneously, leveraging multiple processing units.

In what contexts is the "advantage of parallelism" most significant?

The advantage is particularly notable in scenarios involving large datasets, computationally intensive tasks, or real-time processing requirements. Examples include scientific simulations, data analysis, and graphics rendering.

What are some potential drawbacks to consider when using parallelism?

Drawbacks can include increased complexity in algorithm design, communication overhead between processing units, and potential for race conditions or synchronization issues. Careful planning and resource management are crucial.