Impact of Loops on the Execution Time of Business Processes

Loops can be used in business processes to manage repetitive or conditional tasks. Loops, also known as activity repetitions in business processes, have a significant impact on the operational performance of companies. They can have both positive and negative consequences on the process completion time. On one hand, loops are often essential to ensure the quality and satisfaction of tasks. They provide the opportunity to make necessary modifications and verifications, especially in complex processes such as product development or quality checks. However, poor management or excessive use of loops can lead to significant inefficiencies. They increase the overall completion time, resulting in additional expenses and impacting customer satisfaction. For example, when processing orders, repeated revisions can delay delivery, leading to dissatisfaction and financial difficulties. It is crucial to optimize loops to reduce their negative impact. Process mining is an effective approach to represent and study loops, identify gaps, and suggest improvements. It is possible to compare actual processes to ideal models using conformance checking and performance analysis methods to correct discrepancies. This article has provided an opportunity to study the influence of these loops on the total execution time of a business process. By simulating a complex business process, we have demonstrated the impact of overall time on the presence and frequency of loops. The results highlight the importance of improving business process efficiency by optimizing loops.

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Publication Details

Published
2024-12-04
DOI
https://doi.org/10.1109/icecer62944.2024.10920458
Primary Topic
Scheduling and Optimization Algorithms
Type
article
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article

Impact of Loops on the Execution Time of Business Processes

Camara Mamadou Samba, Bôa Djavph Yoganguina
Scheduling and Optimization Algorithms
article

Impact of Loops on the Execution Time of Business Processes

Camara Mamadou Samba, Bôa Djavph Yoganguina
article en

Abstract

Loops can be used in business processes to manage repetitive or conditional tasks. Loops, also known as activity repetitions in business processes, have a significant impact on the operational performance of companies. They can have both positive and negative consequences on the process completion time. On one hand, loops are often essential to ensure the quality and satisfaction of tasks. They provide the opportunity to make necessary modifications and verifications, especially in complex processes such as product development or quality checks. However, poor management or excessive use of loops can lead to significant inefficiencies. They increase the overall completion time, resulting in additional expenses and impacting customer satisfaction. For example, when processing orders, repeated revisions can delay delivery, leading to dissatisfaction and financial difficulties. It is crucial to optimize loops to reduce their negative impact. Process mining is an effective approach to represent and study loops, identify gaps, and suggest improvements. It is possible to compare actual processes to ideal models using conformance checking and performance analysis methods to correct discrepancies. This article has provided an opportunity to study the influence of these loops on the total execution time of a business process. By simulating a complex business process, we have demonstrated the impact of overall time on the presence and frequency of loops. The results highlight the importance of improving business process efficiency by optimizing loops.

Openalex Percentile: Top 58%
Scheduling and Optimization Algorithms
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