efficiently scalable

USAGE SUMMARY

The phrase "efficiently scalable" is correct and usable in written English.
It can be used when describing a system, process, or solution that can grow or adapt effectively without losing performance or efficiency. Example: "Our new software is designed to be efficiently scalable, allowing it to handle increased user demand seamlessly."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

All major components of SWIFT (weighted iterative sampling, the incremental EM iterations, and efficient LDA-based merging) are designed to be efficiently scalable to big datasets, providing a significant improvement over the existing soft clustering methods 9– 14, 14.

Cytometry Part A

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

If one hopes to solve intractable problems efficiently with a scalable quantum computer, then the construction of the theoretical operator that measures a quantum state which encodes a solution to an NP-hard problem should not require an exponential time, or solving yet another NP-hard problem.

SEP

They demonstrate many features of the synthesized communication architectures and show that our method and related framework are able to efficiently synthesize well scalable communication architectures even for the high-end massively parallel multi-processors that have to satisfy extremely stringent computation demands.

Journal of Parallel and Distributed Computing

The LAP is efficiently solvable and is scalable to data with graph representation of larger size.

Medical Image Analysis

This article introduces a method for efficiently transmitting medium grain scalable video packets over a transmission path consisting of multiple wireless links.

EURASIP Journal on Wireless Communications and Networking

One of the most critical aspects to the design of P2P computing systems is the development of scheduling techniques to manage the computational resources efficiently and in a scalable way.

Journal of Network and Computer Applications

The irregular and unstructured nature of the task-graph generated by these algorithms and the fact that these tasks operate on overlapping sub-databases makes it challenging to efficiently parallelize these algorithms on scalable distributed-memory parallel computing architectures.

Parallel Computing

To overcome the scalability problem, we presented a practical framework that can efficiently determine network parameters and is scalable for inferring large-scale networks.

BMC Systems Biology

To deal with more general situation efficiently, Chunming Li proposed the region-scalable fitting model in [10].

Journal of Inequalities and Applications

Efficiently managing these online worlds requires scalable architectures to distribute the load over multiple servers and maintain a high Quality of Experience (QoE).

Journal of Network and Computer Applications

For manually tagging a large collection of abstracts distributed across multiple curators it is crucial to test suitable annotation infrastructures that are scalable and that can efficiently manage and visualize the generated annotations.

Journal of Cheminformatics

Expert writing Tips

Best practice

When describing technical systems, use "efficiently scalable" to highlight that a system not only grows but also maintains or improves its efficiency as it expands. This is particularly useful in contexts where resource utilization is critical.

Common error

Avoid using "efficiently scalable" in general or non-technical contexts. The phrase is most appropriate when discussing systems, algorithms, or processes where efficiency and scalability are both critical considerations.

Linguistic Context

The phrase "efficiently scalable" functions as a compound adjective, typically used to describe a system, process, or architecture. According to Ludwig, this term indicates a design that not only expands well but also maintains or improves resource utilization as it grows. It's common in technical and scientific writing.

Expression frequency: Uncommon

Frequent in

Science

100%

News & Media

0%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "efficiently scalable" is a compound adjective used to describe systems or processes that can grow in capacity while maintaining or improving efficiency. Ludwig AI confirms its grammatical correctness and usability, primarily in formal and scientific contexts. The phrase is not very common but appropriate when discussing technical designs where both scalability and resource utilization are important. Related terms include "highly scalable" and "effectively scalable". Overuse in non-technical settings should be avoided, and the term should be reserved for scenarios where the dual benefit of growth and efficiency is critical.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

highly scalable

Emphasizes the scalability aspect, suggesting a great capacity for growth or adaptation.

effectively scalable

Focuses on the effectiveness of the scalability, implying it works well in practice.

performance-scalable

Highlights that scalability is achieved while maintaining or improving performance.

scalable with efficiency

Reorders the words to emphasize the scalability while still noting the efficiency.

optimized for scalability

Suggests that the design or implementation has been specifically tuned to ensure scalability.

resource-efficiently scalable

Highlights that scalability is achieved while using resources efficiently.

adaptable and efficient

Focuses on adaptability as a key aspect alongside efficiency.

scalable without performance loss

Emphasizes the avoidance of performance degradation as the system scales.

cost-effectively scalable

Highlights that scalability is achieved in a cost-effective manner.

scalable with minimal overhead

Indicates that the scaling process adds very little additional burden or cost.

FAQs

How can I use "efficiently scalable" in a sentence?

You can use "efficiently scalable" to describe systems or processes that can handle increasing workloads without a significant drop in performance. For example, "The new database architecture is designed to be "efficiently scalable" to accommodate future data growth."

What are some alternatives to "efficiently scalable"?

Depending on the context, you can use alternatives such as "highly scalable", "effectively scalable", or "performance-scalable" to convey similar meanings.

Is it redundant to say "efficiently scalable," since scalability often implies efficiency?

While scalability often suggests efficient resource use, explicitly stating "efficiently scalable" emphasizes that efficiency is a key consideration and not just an assumed benefit. It highlights that the system maintains or improves its efficiency as it scales.

In what contexts is "efficiently scalable" most appropriate?

"Efficiently scalable" is most appropriate in technical and scientific contexts, especially when discussing algorithms, data structures, computing systems, and engineering designs where both efficiency and scalability are crucial.