Siwoon Son

Orcid: 0000-0001-5647-7527

According to our database1, Siwoon Son authored at least 16 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Demeter: An automatic framework for data migration in open data lakes.
Softw. Pract. Exp., 2024

2022
Metadata Management and Harvesting System in Smart Open Data As a Service.
Proceedings of the 24th International Conference on Advanced Communication Technology, 2022

2021
Stochastic distributed data stream partitioning using task locality: design, implementation, and optimization.
J. Supercomput., 2021

Efficient Deep Learning Models for DGA Domain Detection.
Secur. Commun. Networks, 2021

Performance Comparison of Spoken Language Detection Models with Embedding Replacement.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

2019
Performance improvement of Apache Storm using InfiniBand RDMA.
J. Supercomput., 2019

Prefetching-based metadata management in Advanced Multitenant Hadoop.
J. Supercomput., 2019

SPMgr: Dynamic workflow manager for sampling and filtering data streams over Apache Storm.
Int. J. Distributed Sens. Networks, 2019

Duality-Based Locality-Aware Stream Partitioning in Distributed Stream Processing Engines.
Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019

Message Latency-Based Load Shedding Mechanism in Apache Kafka.
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.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Locality Aware Traffic Distribution in Apache Storm for Energy Analytics Platform.
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.
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.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2016
Hive-Based Anomaly Detection in Hadoop Log Data Management.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

2015
Performance Analysis of Hadoop-Based SQL and NoSQL for Processing Log Data.
Proceedings of the Database Systems for Advanced Applications, 2015


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