based on the workload

USAGE SUMMARY

The phrase "based on the workload" is correct and usable in written English.
It can be used when discussing decisions, actions, or assessments that are influenced by the amount of work or tasks at hand. Example: "The team will adjust their schedule based on the workload to ensure all deadlines are met."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

14 human-written examples

Furthermore, the authors in [15] propose a self-adaptive method that uses a decision tree to assign the incoming workload to one of the forecasting methods based on the workload characteristics.

Journal of Cloud Computing

Attack traffic is detected based on the workload of human behavior.

Journal of Cloud Computing

With such technology you can write applications that can automatically scale up and down based on the workload.

Forbes

Whenever the migration is performed, either single or multiple VM's are migrated based on the workload and environment conditions.

Journal of Cloud Computing

The strategy then uses the interface to invoke the appropriate algorithm based on the workload pattern interface.

Journal of Cloud Computing

To apply selection method, a fitness function, which will be described in this section, is evaluated for each loop based on the workload of the loops.

Journal of Industrial Engineering International

Human-verified similar examples from authoritative sources

Similar Expressions

46 human-written examples

Customers will often have to estimate physical storage, for instance, based on the workloads of virtual machines.

TechCrunch

The second measure of workload is based on the Subjective Workload Assessment Technique (SWAT), which comprises Time Load, Mental Effort Load, and Psychological Stress Load ([25]; cited in [24]).

European Transport Research Review

Our simulation workloads were based on the Hadoop workload analysis performed in the Yahoo!

EURASIP Journal on Embedded Systems

The considered shipboard distributed system is expected to operate in an environment where the input workload is likely to change unpredictably, possibly invalidating a resource allocation that was based on the initial workload estimate.

Journal of Parallel and Distributed Computing

According to the experimental results, Section Self-adaptive workload prediction suite proposes an autonomic prediction suite which chooses the most accurate prediction algorithm based on the incoming workload pattern.

Journal of Cloud Computing

Expert writing Tips

Best practice

When using "based on the workload", ensure that the connection between the workload and the resulting decision or action is clear to the reader. For example: "Staffing levels were adjusted based on the workload to ensure efficient patient care."

Common error

Avoid assuming that "workload" solely refers to the number of tasks. Consider other factors like task complexity, required skills, and available resources. For instance, a small number of highly complex tasks can represent a significant workload. Therefore, instead of just saying "Based on the workload", specify "Based on the workload and complexity of ongoing projects."

Linguistic Context

The phrase "based on the workload" functions as a prepositional phrase that modifies a verb or noun, indicating the rationale or cause for a particular action or decision. Ludwig AI provides examples showing its use in cloud computing, resource management, and human resources.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Reference

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "based on the workload" is a grammatically sound prepositional phrase used to explain a decision or action's rationale in relation to the amount of work required. As Ludwig AI confirms, it's found in scientific, news, and business contexts, suggesting a wide applicability. While common alternatives exist, understanding the specific context and nuance you wish to convey will guide the best choice. Remember to clearly connect the workload to the decision and consider factors beyond just the number of tasks.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

depending on the work volume

Replaces "workload" with "work volume", emphasizing the quantity of work.

according to the task load

Substitutes "workload" with "task load", focusing on specific tasks contributing to the overall work.

considering the operational demands

Replaces the whole expression, focusing on how operational requirements are being considered.

in light of the job's requirements

Focuses on the specific needs and expectations of the job influencing the decision.

given the labor requirements

Uses "labor requirements" to highlight the human effort aspect of the workload.

as dictated by the project scope

Focuses on the size and breadth of the project influencing decisions.

guided by the amount of work

Uses a simpler phrasing to indicate influence from the quantity of work.

conditional on the working requirements

Uses a conditional structure, showing dependence on the specifics of work requirements.

taking into account the work intensity

Highlights the level of effort and activity associated with the work.

considering the assignment magnitude

Focuses on the extent and size of the assignment influencing decisions.

FAQs

How can I rephrase "based on the workload"?

You can use alternatives like "depending on the work volume", "according to the task load", or "considering the operational demands" depending on the context.

Is "based on the workload" formal or informal?

The phrase "based on the workload" is suitable for both formal and informal contexts. Its appropriateness depends more on the surrounding language and the overall tone of the communication.

What does "based on the workload" mean?

It means that a decision, action, or assessment is influenced or determined by the amount and type of work that needs to be done.

How to use "based on the workload" in a sentence?

Here's an example: "The team will adjust their priorities "depending on the workload" to ensure all deadlines are met."