Applying MapReduce to Conformance Checking

Process mining is a relatively new research field, offering methods of business processes analysis and improvement, which are based on studying their execution history (event logs). Conformance checking is one of the main sub-fields of process mining. Conformance checking algorithms are aimed to ass...

Full description

Bibliographic Details
Published in:	Труды Института системного программирования РАН
Main Authors:	I. S. Shugurov, A. A. Mitsyuk
Format:	Article
Language:	English
Published:	Russian Academy of Sciences, Ivannikov Institute for System Programming 2018-10-01
Subjects:	process mining conformance checking mapreduce hadoop big data
Online Access:	https://ispranproceedings.elpub.ru/jour/article/view/112

Similar Items

A Comprehensive Survey of MapReduce Models for Processing Big Data
by: Hemn Barzan Abdalla, et al.
Published: (2025-03-01)

An analysis of two-way equi-join algorithms under MapReduce
by: Amer F. Al-Badarneh, et al.
Published: (2022-04-01)

High-Performance Geospatial Big Data Processing System Based on MapReduce
by: Junghee Jo, et al.
Published: (2018-10-01)

Replication-Based Query Management for Resource Allocation Using Hadoop and MapReduce over Big Data
by: Ankit Kumar, et al.
Published: (2023-12-01)

Comparison of Hadoop Mapreduce and Apache Spark in Big Data Processing with Hgrid247-DE
by: Firmania Dwi Utami, et al.
Published: (2024-11-01)

Positive and negative association rule mining in Hadoop’s MapReduce environment
by: Sikha Bagui, et al.
Published: (2019-08-01)

An Intelligent Metaheuristic Binary Pigeon Optimization-Based Feature Selection and Big Data Classification in a MapReduce Environment
by: Felwa Abukhodair, et al.
Published: (2021-10-01)

Hadoop Çatısının Bulut Ortamında Gerçeklenmesi Ve Terabyte Sort Deneyleri
by: G. Ozen, et al.
Published: (2015-05-01)

Modeling the Performance of MapReduce Applications for the Cloud
by: Iván Carrera, et al.
Published: (2015-11-01)

Predictive modelling of MapReduce job performance in cloud environments using machine learning techniques
by: Mohammed Bergui, et al.
Published: (2024-07-01)

Analysis of hadoop MapReduce scheduling in heterogeneous environment
by: Khushboo Kalia, et al.
Published: (2021-03-01)

FASTA/Q data compressors for MapReduce-Hadoop genomics: space and time savings made easy
by: Umberto Ferraro Petrillo, et al.
Published: (2021-03-01)

Estimating runtime of a job in Hadoop MapReduce
by: Narges Peyravi, et al.
Published: (2020-07-01)

A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules
by: Sara del Río, et al.
Published: (2015-06-01)

Continuous Skyline Queries Based on MapReduce
by: Guanmin Shan, et al.
Published: (2014-05-01)

Continuous Skyline Queries Based on MapReduce
by: Guanmin Shan, et al.
Published: (2014-05-01)

The MapReduce-based approach to improve the shortest path computation in large-scale road networks: the case of A* algorithm
by: Wilfried Yves Hamilton Adoni, et al.
Published: (2018-05-01)

Sustainable MapReduce: Optimizing Security and Efficiency in Hadoop Clusters with Lightweight Cryptography-based Key Management
by: Khadji Marwa, et al.
Published: (2023-01-01)

Big Data Analytics for Healthcare Industry: Impact, Applications, and Tools
by: Sunil Kumar, et al.
Published: (2019-03-01)

A heuristic approach for load balancing the FP-growth algorithm on MapReduce
by: Sikha Bagui, et al.
Published: (2020-09-01)

Processing of raw astronomical data of large volume by MapReduce model
by: S. . Gerasimov, et al.
Published: (2018-10-01)

Comparing Conformance Checking for Decision Mining: An Axiomatic Approach
by: Adam Banham, et al.
Published: (2024-01-01)

A Novel Configuration Tuning Method Based on Feature Selection for Hadoop MapReduce
by: Jun Liu, et al.
Published: (2020-01-01)

A scalable MapReduce-based design of an unsupervised entity resolution system
by: Nicholas Kofi Akortia Hagan, et al.
Published: (2024-03-01)

Enhancing performance of E-Government information systems with SSD-based Hadoop mapreduce
by: Fredrick Ishengoma
Published: (2025-09-01)

MapReduce teaching learning based optimization algorithm for solving CEC-2013 LSGO benchmark Testsuit
by: A.J. Umbarkar, et al.
Published: (2024-12-01)

MapReduce scheduling algorithms in Hadoop: a systematic study
by: Soudabeh Hedayati, et al.
Published: (2023-10-01)

Mr4Soil: A MapReduce-Based Framework Integrated with GIS for Soil Erosion Modelling
by: Zhigang Han, et al.
Published: (2019-02-01)

GSelf-MapReduce: A Method for Enhancing Mapreduce Performance in Distributed Heterogeneous Data Centers
by: Emin Sesen, et al.
Published: (2024-01-01)

Towards Efficient Serverless MapReduce Computing on Cloud-Native Platforms
by: Xu Huang, et al.
Published: (2025-05-01)

Diabetes classification using MapReduce-based capsule network
by: G. Arun, et al.
Published: (2024-01-01)

Parallel Cellular Automata Markov Model for Land Use Change Prediction over MapReduce Framework
by: Junfeng Kang, et al.
Published: (2019-10-01)

The Performance Optimization of Big Data Processing by Adaptive MapReduce Workflow
by: Wei Li, et al.
Published: (2022-01-01)

Telecare service activity analysis using Big Data and Data Mining
by: Alfredo Moreno Muñoz, et al.
Published: (2017-01-01)

Experimental Analysis in Hadoop MapReduce: A Closer Look at Fault Detection and Recovery Techniques
by: Muntadher Saadoon, et al.
Published: (2021-05-01)

Real-coded multi-objective genetic algorithm with effective queuing model for efficient job scheduling in heterogeneous Hadoop environment
by: V. Seethalakshmi, et al.
Published: (2022-06-01)

Skewness-Based Partitioning in SpatialHadoop
by: Alberto Belussi, et al.
Published: (2020-03-01)

Handling data-skewness in character based string similarity join using Hadoop
by: Kanak Meena, et al.
Published: (2022-03-01)

The MapReduce Model on Cascading Platform for Frequent Itemset Mining
by: Nur Rokhman, et al.
Published: (2018-07-01)

Empirical Study of Job Scheduling Algorithms in Hadoop MapReduce
by: Gautam Jyoti V., et al.
Published: (2017-03-01)