Sai Charan Emmadi, Satya Samudrala, Parag Agrawal, M. Natu
{"title":"简化过程导航-分而治之的方式","authors":"Sai Charan Emmadi, Satya Samudrala, Parag Agrawal, M. Natu","doi":"10.1109/ICDMW58026.2022.00020","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":146687,"journal":{"name":"2022 IEEE International Conference on Data Mining Workshops (ICDMW)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Simplifying Process Navigations - Divide and Rule way\",\"authors\":\"Sai Charan Emmadi, Satya Samudrala, Parag Agrawal, M. Natu\",\"doi\":\"10.1109/ICDMW58026.2022.00020\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":146687,\"journal\":{\"name\":\"2022 IEEE International Conference on Data Mining Workshops (ICDMW)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE International Conference on Data Mining Workshops (ICDMW)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDMW58026.2022.00020\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE International Conference on Data Mining Workshops (ICDMW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDMW58026.2022.00020","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Simplifying Process Navigations - Divide and Rule way
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.