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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
workload distribution
Grammar usage guide and real-world examplesUSAGE SUMMARY
"workload distribution" is correct and usable in written English.
You can use it to refer to how the duties of a job are assigned or shared among a group. For example, "We need to create a fair workload distribution in the office to ensure everyone’s workload is manageable."
✓ Grammatically correct
Science
News & Media
Alternative expressions(20)
a workload breakdown
task breakdown
a communication breakdown
task times
simpler times
distribution of tasks and duties
allocation of responsibilities
assignment of roles
more workload than
designated roles
assigned responsibilities
defined duties
allocated tasks
allotted tasks
designated tasks
charged with duties
entrusted with responsibilities
given the responsibility to
given responsibilities
assigned duties
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
45 human-written examples
The problem of finding efficient workload distribution techniques is becoming increasingly important today for heterogeneous distributed systems where the availability of compute nodes may change spontaneously over time.
Their workload distribution makes even less sense on the field than on paper: Weis and Todd Haley often shuffle Charles and Jones in for one play at a time, as if the two backs are carrying inter-office mail.
News & Media
Using the simulation system, simulations with real workload distribution are conducted.
A two-level partitioning is used for the workload distribution among computing devices of hybrid nodes.
Science
Essentially, we develop two indexing algorithms to enable workload distribution and cluster-based filtering.
Science
In the auto-scaling problem domain, P (x, y) refers to the workload distribution.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
15 human-written examples
Consequently, if the interface is not homogeneously distributed throughout the domain, standard domain decomposition (DD) strategies lead to imbalanced workload distributions.
These conflicting requirements and goals are difficult to optimize due to the unknown runtime conditions, such as the availability of the resources and random workload distributions.
From a rare events perspective, scheduling disciplines that work well under light (exponential) tailed workload distributions do not perform well under heavy (power) tailed workload distributions, and vice versa, leading to fundamental problems in designing schedulers that are robust to distributional assumptions on the job sizes.
Science
Calls generally have a nurse present faster and the workload-distribution amongst the nurses improves.
Science
Calls generally have a nurse present faster, the workload-distribution amongst the nurses improves and the priorities and kinds of the calls are taken into account.
Science
Expert writing Tips
Best practice
When discussing "workload distribution" in a team or organization, clearly define the criteria used to allocate tasks. This ensures transparency and minimizes perceptions of unfairness.
Common error
Avoid assuming that all team members have equal capacity when planning "workload distribution". Consider individual skill sets, experience levels, and current commitments to ensure a sustainable and equitable allocation of tasks.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "workload distribution" functions primarily as a noun phrase, often used as the subject or object of a sentence. It describes the way tasks or responsibilities are allocated within a system or group. As seen in Ludwig, it represents a key concept in various professional and academic fields.
Frequent in
Science
77%
News & Media
17%
Formal & Business
6%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "workload distribution" is a noun phrase commonly used to describe the allocation of tasks or responsibilities, particularly in professional, academic, and technical contexts. Ludwig AI identifies it as grammatically correct and frequently found in scientific and news sources. Effective "workload distribution" is crucial for optimizing team performance, ensuring fairness, and preventing burnout. When discussing "workload distribution", consider using related terms such as "workload allocation" or "task distribution", depending on the specific nuance you want to convey. Remember to avoid assumptions about individual capacity and clearly define the criteria for task assignment to promote transparency and equity.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
Workload allocation
Focuses on the act of assigning a specific amount of work.
Workload partitioning
Highlights the division of work into smaller, manageable parts.
Labor distribution
Refers more specifically to the allocation of work among individuals in a workforce.
Workload sharing
Highlights the collaborative aspect of distributing work.
Workload spreading
Suggests diffusing the workload across a larger group or system.
Task distribution
Emphasizes the assignment of specific tasks rather than the overall workload.
Workflow distribution
Focuses on distributing steps or processes within a workflow.
Burden distribution
Implies the sharing of a responsibility or onerous task.
Production distribution
Relates to the allocation of production tasks or responsibilities.
Payload distribution
Refers to how a certain type of resource is allocated
FAQs
How can I improve "workload distribution" in my team?
Start by assessing individual skills and current workloads. Tools like task management software can help visualize and balance assignments. Regularly solicit feedback to identify and address any imbalances.
What are some strategies for fair "workload distribution"?
Implement a transparent system where tasks are assigned based on skills and availability. Rotate tasks to prevent burnout and provide opportunities for skill development. Consider using "workload allocation" tools for better planning.
How does "workload distribution" affect team productivity?
Effective "workload distribution" prevents bottlenecks, reduces burnout, and ensures that team members are working on tasks that best utilize their skills. This leads to increased efficiency and higher quality output.
What's the difference between "workload distribution" and "task distribution"?
"Workload distribution" refers to the overall allocation of work among team members, while "task distribution" focuses on the assignment of specific, individual tasks. Both are important for effective team management.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested