title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð° ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ ÑÐµÑÑÑÑÐ¾Ð² Ð´Ð»Ñ Ð±Ð¸Ð·Ð½ÐµÑ-Ð¿ÑÐ¾ÑÐµÑÑÐ¾Ð² Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ ÑÐ·ÑÐºÐ° BPMN
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of a resource allocation algorithm for business processes based on the BPMN notation
Creators: name: Ð¡ÑÐ½Ð³Ð°ÑÑÐ»Ð»Ð¸Ð½, ÐÐ·Ð°Ñ
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2024
Subjects: Ð±Ð¸Ð·Ð½ÐµÑ-Ð¿ÑÐ¾ÑÐµÑÑ
BPM
BPMN
ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ðµ ÑÐµÑÑÑÑÐ¾Ð²
Ð±Ð°Ð»Ð°Ð½ÑÐ¸ÑÐ¾Ð²ÐºÐ° Ð½Ð°Ð³ÑÑÐ·ÐºÐ¸
Ð¼Ð°ÑÐµÐ¼Ð°ÑÐ¸ÑÐµÑÐºÐ°Ñ ÑÑÐ°ÑÐ¸ÑÑÐ¸ÐºÐ°
Ð¼ÐµÑÐ¾Ð´Ñ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸
Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¾Ð½Ð½ÑÐµ ÑÐ¸ÑÑÐµÐ¼Ñ
Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð°ÑÐ¸Ñ Ð±Ð¸Ð·Ð½ÐµÑÐ°
business process
resource allocation
load balancing
math statistics
optimization methods
information systems
business automatization

description: ÐÑÐ¸ ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ð¸ ÑÐµÑÑÑÑÐ¾Ð² Ð´Ð»Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð±Ð¸Ð·Ð½ÐµÑ-Ð¿ÑÐ¾ÑÐµÑÑÐ¾Ð² Ð²Ð¾Ð·Ð½Ð¸ÐºÐ°ÐµÑ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ð° Ð½ÐµÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾Ð¹ Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð°ÑÐ¸Ð¸ Ð¿ÑÐ¾ÑÐµÑÑÐ° ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ, Ð¾Ð±ÑÑÐ»Ð¾Ð²Ð»ÐµÐ½Ð½Ð°Ñ Ð¾ÑÐ¾Ð±ÐµÐ½Ð½Ð¾ÑÑÑÐ¼Ð¸ ÑÐµÑÑÑÑÐ¾Ð² Ð² Ð´Ð°Ð½Ð½Ð¾Ð¹ Ð¿ÑÐµÐ´Ð¼ÐµÑÐ½Ð¾Ð¹ Ð¾Ð±Ð»Ð°ÑÑÐ¸. Ð¢Ð°Ðº ÐºÐ°Ðº ÐºÐ»Ð°ÑÑÐ¸ÑÐµÑÐºÐ¸Ðµ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ñ Ð±Ð°Ð»Ð°Ð½ÑÐ¸ÑÐ¾Ð²ÐºÐ¸ Ð½Ð°Ð³ÑÑÐ·Ð¾Ðº Ð¸ ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ ÑÐµÑÑÑÑÐ¾Ð² ÑÐ°ÑÑÑÐ¸ÑÐ°Ð½Ñ Ð½Ð° Ð¼Ð°Ð»ÐµÐ½ÑÐºÐ¸Ðµ Ð·Ð°Ð´Ð°ÑÐ¸, Ð²ÑÐ¿Ð¾Ð»Ð½ÑÐµÐ¼ÑÐµ Ð²ÑÑÐ¸ÑÐ»Ð¸ÑÐµÐ»ÑÐ½ÑÐ¼Ð¸ Ð¼Ð°ÑÐ¸Ð½Ð°Ð¼Ð¸, Ð¸Ñ Ð¿Ð¾Ð´ÑÐ¾Ð´Ñ Ð¿ÑÐ¸Ð²Ð¾Ð´ÑÑ Ðº Ð½ÐµÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾Ð¼Ñ ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ Ð·Ð°Ð´Ð°Ñ Ð±Ð¾Ð»ÑÑÐµÐ³Ð¾ Ð²ÐµÑÐ° Ð¼ÐµÐ¶Ð´Ñ ÑÐ°Ð·Ð½Ð¾ÑÐ¾Ð´Ð½ÑÐ¼Ð¸ ÑÐµÑÑÑÑÐ°Ð¼Ð¸. ÐÐ»Ñ ÑÐµÑÐµÐ½Ð¸Ñ Ð´Ð°Ð½Ð½Ð¾Ð¹ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ñ Ð¿ÑÐµÐ´Ð»Ð°Ð³Ð°ÐµÑÑÑ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼ ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ ÑÐµÑÑÑÑÐ¾Ð², Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´ÑÑÐ¸Ð¹ ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ðµ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ ÑÑÐ°ÑÐ¸ÑÑÐ¸ÐºÐ¸ Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð¸Ñ ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÑ Ð²Ð¸Ð´Ð¾Ð² Ð·Ð°Ð´Ð°Ñ ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÐ¼Ð¸ ÑÐµÑÑÑÑÐ°Ð¼Ð¸, ÑÑÐ¾ Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÐµÑ Ð±Ð¾Ð»ÐµÐµ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ Ð¸ ÑÐ°Ð²Ð½Ð¾Ð¼ÐµÑÐ½Ð¾ Ð½Ð°Ð³ÑÑÐ¶Ð°ÑÑ ÑÐµÑÑÑÑÑ, ÑÐ¼ÐµÐ½ÑÑÐ°Ñ ÑÑÐµÐ´Ð½ÐµÐµ Ð²ÑÐµÐ¼Ñ Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð¸Ñ Ð·Ð°Ð´Ð°ÑÐ¸ Ð¸ ÑÐ°Ð·Ð¼ÐµÑ ÐµÐ³Ð¾ Ð¾ÑÐºÐ»Ð¾Ð½ÐµÐ½Ð¸Ñ Ð¾Ñ Ð½Ð¾ÑÐ¼Ñ. Ð ÐµÐ·ÑÐ»ÑÑÐ°ÑÑ ÑÐ°Ð±Ð¾ÑÑ Ð¼Ð¾Ð³ÑÑ Ð±ÑÑÑ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ñ Ð´Ð»Ñ ÑÐ»ÑÑÑÐµÐ½Ð¸Ñ ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ ÑÐµÑÑÑÑÐ¾Ð² Ð² Ð¾ÑÐ³Ð°Ð½Ð¸Ð·Ð°ÑÐ¸ÑÑ, Ð¸ÑÐ¿Ð¾Ð»ÑÐ·ÑÑÑÐ¸Ñ BPM Ð² ÑÐ²Ð¾ÐµÐ¹ ÑÐ°Ð±Ð¾ÑÐµ, ÑÑÐ¾ Ð¿Ð¾Ð²ÑÑÐ¸Ñ Ð¸Ñ ÑÐºÐ¾Ð½Ð¾Ð¼Ð¸ÑÐµÑÐºÑÑ Ð¸ ÑÐ°Ð±Ð¾ÑÑÑ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÑ.
description: In the process of allocating resources for digital business processes arises an issue of inefficient automation of the allocation process, caused by the specific characteristics of resources in this domain. Traditional load balancing and resource allocation algorithms are designed for small tasks performed by computing machines, and their approaches lead to inefficient distribution of larger tasks among heterogeneous resources. To address this problem, a resource allocation algorithm is proposed that distributes resources based on statistics of various types of tasks performed by different resources. This allows for more effective and balanced resource utilization, reducing the average task completion time and its deviation from the norm. The results of this work can be used to improve resource allocation in organizations using BPM in their operations, thereby enhancing their economic and operational efficiency.