Simplifying Process Navigations - Divide and Rule way

2022 IEEE International Conference on Data Mining Workshops (ICDMW)(2022)

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摘要
Enterprises heavily rely on their batch processes to ensure smooth business operations. These processes contain thousands of jobs and millions of inter-dependencies. This makes it very difficult to track failures and delays, assess impact, and take timely corrective actions. Hence, it becomes very important to create logically independent groups of processes, so that it is easy to navigate, visualize, and analyze large complex processes, and highlight the areas that need attention. We present a greedy approach to find the logical groups that best meet the objective function and constraints related to batch systems. The proposed approach is implemented and used by various customers. We have validated the proposed approach on real-world customer.
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关键词
Batch processes,Process Group Recommendation,Batch Optimization,Connected Components,Batch prediction
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