Siwoon Son

According to our database, Siwoon Son authored at least 16 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Demeter: An automatic framework for data migration in open data lakes.

Dasol Kim, Jiwoo Han, Siwoon Son, Myeong-Seon Gil, Yang-Sae Moon, Hee-Sun Won

Softw. Pract. Exp., 2024

2022

Metadata Management and Harvesting System in Smart Open Data As a Service.

Minh Chau Nguyen, Hee-Sun Won, Siwoon Son, Yerin Woo, Hyeonjae Jeong

Proceedings of the 24th International Conference on Advanced Communication Technology, 2022

2021

Stochastic distributed data stream partitioning using task locality: design, implementation, and optimization.

Siwoon Son, Hyeonseung Im, Yang-Sae Moon

J. Supercomput., 2021

Efficient Deep Learning Models for DGA Domain Detection.

Juhong Namgung, Siwoon Son, Yang-Sae Moon

Secur. Commun. Networks, 2021

Performance Comparison of Spoken Language Detection Models with Embedding Replacement.

Hyeonjong Kim, Juhong Namgung, Siwoon Son, Myeong-Seon Gil, Yang-Sae Moon

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

2019

Performance improvement of Apache Storm using InfiniBand RDMA.

Seokwoo Yang, Siwoon Son, Mi-Jung Choi, Yang-Sae Moon

J. Supercomput., 2019

Prefetching-based metadata management in Advanced Multitenant Hadoop.

Minh Chau Nguyen, Hee-Sun Won, Siwoon Son, Myeong-Seon Gil, Yang-Sae Moon

J. Supercomput., 2019

SPMgr: Dynamic workflow manager for sampling and filtering data streams over Apache Storm.

Youngkuk Kim, Siwoon Son, Yang-Sae Moon

Int. J. Distributed Sens. Networks, 2019

Duality-Based Locality-Aware Stream Partitioning in Distributed Stream Processing Engines.

Siwoon Son, Yang-Sae Moon

Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019

Message Latency-Based Load Shedding Mechanism in Apache Kafka.

Hajin Kim, Jiwon Bang, Siwoon Son, Namsoo Joo, Mi-Jung Choi, Yang-Sae Moon

Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019

2018

Design and implementation of a load shedding engine for solving starvation problems in Apache Kafka.

Jiwon Bang, Siwoon Son, Hajin Kim, Yang-Sae Moon, Mi-Jung Choi

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Locality Aware Traffic Distribution in Apache Storm for Energy Analytics Platform.

Siwoon Son, Sanghun Lee, Myeong-Seon Gil, Mi-Jung Choi, Yang-Sae Moon

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017

A Storm-Based Tag Cloud Platform for Multiple SNS Users.

Siwoon Son, Dasol Kim, Myeong-Seon Gil, Yang-Sae Moon

Proceedings of the 2017 IEEE 3rd International Conference on Big Data Security on Cloud (BigDataSecurity), 2017

Anomaly detection for big log data using a Hadoop ecosystem.

Siwoon Son, Myeong-Seon Gil, Yang-Sae Moon

Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2016

Hive-Based Anomaly Detection in Hadoop Log Data Management.

Siwoon Son, Myeong-Seon Gil, Seokwoo Yang, Yang-Sae Moon

Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

2015

Performance Analysis of Hadoop-Based SQL and NoSQL for Processing Log Data.

Siwoon Son, Myeong-Seon Gil, Yang-Sae Moon, Hee-Sun Won

Proceedings of the Database Systems for Advanced Applications, 2015