Workflow Batch Distribution System with Aging Thresholds
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Large-scale document processing workflows face inefficiencies due to batch sizes that are either too small, leading to worker dissatisfaction, or too large, causing delays and decreased throughput and accuracy, especially when there are not enough documents available for processing.
Innovation Solution
Implementing a system that determines whether the number of available items exceeds a predetermined threshold before sending a batch for processing, and if not, considers a time-out criterion to ensure items do not age excessively, thereby balancing batch size and processing efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of time
If the requested number of items is not available, a batch of items is not provided unless items have aged to an unacceptable point, then processing delays are prevented, but worker idle time increases
Solution Approach 1:
The system changes the parameter of batch release by introducing an aging threshold parameter. When items exceed the aging threshold, they are released for processing even if the minimum batch size is not met. This dynamic parameter adjustment resolves the contradiction by allowing flexible batch release based on item age, preventing excessive delays while reducing worker idle time.
Solution Approach 2:
The batch release mechanism transitions from a static rule (only release when minimum batch size is met) to a dynamic rule that considers both batch size and item aging. The system adaptively decides whether to release a batch based on real-time conditions, balancing processing delays and worker productivity through dynamic evaluation of multiple parameters.
2Productivity
If batches are made larger to reduce the number of processing cycles, then throughput increases, but accuracy decreases due to decreased worker attention
Solution Approach 1:
The system implements dynamic batch sizing that adjusts batch quantities based on item aging and availability. By releasing batches at optimal sizes rather than always using large fixed batches, the system maintains worker attention and accuracy while achieving improved throughput through better utilization of available items and reduced idle time.
3Manufacturing precision
If batches are made smaller to maintain document freshness and reduce aging, then document quality is maintained, but the number of processing cycles increases
Solution Approach 1:
The system changes the batch size parameter dynamically based on item aging thresholds and availability. Instead of using fixed small batches, the system releases batches of optimal size when items reach the aging threshold, maintaining document quality while reducing the total number of processing cycles through more efficient batch utilization.
Data Source
AI summary
Systems and techniques for distributing items for processing include receiving a request for a batch of items to be processed and determining whether a number of available items exceeds a first predetermined threshold. A batch of the available items is sent in response to the request if the number of available items exceeds the first predetermined threshold. However, if the number of available items does not exceed the first predetermined threshold, a determination is made as to whether a time period associated with the available items exceeds a second predetermined threshold. If so, a batch of the available items is sent.