HBase based Business Process Event Log Schema Design of Hadoop Framework

Organizations design and operate business process models to achieve their goals efficiently and systematically. With the advancement of IT technology, the number of items that computer systems can participate in and the process becomes huge and complicated. This phenomenon created a more complex and...

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Bibliographic Details
Published in:Inteonet jeongbo hakoe nonmunji = Journal of Korean Society for Internet Information 2019-10, Vol.20 (5), p.49-55
Main Authors: Ham, Seonghun, Ahn, Hyun, Kim, Kwanghoon Pio
Format: Article
Language:Korean
Subjects:
Event Log
Hadoop
NoSQL
Process Discovery
Process Mining
Workflow Process
Online Access:Get full text
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Summary:Organizations design and operate business process models to achieve their goals efficiently and systematically. With the advancement of IT technology, the number of items that computer systems can participate in and the process becomes huge and complicated. This phenomenon created a more complex and subdivide flow of business process.The process instances that contain workcase and events are larger and have more data. This is an essential resource for process mining and is used directly in model discovery, analysis, and improvement of processes. This event log is getting bigger and broader, which leads to problems such as capacity management and I / O load in management of existing row level program or management through a relational database. In this paper, as the event log becomes big data, we have found the problem of management limit based on the existing original file or relational database. Design and apply schemes to archive and analyze large event logs through Hadoop, an open source distributed file system, and HBase, a NoSQL database system.
ISSN:1598-0170
2287-1136