Sotabase

Career

· Software Engineer, Microsoft2024–
· Senior Software Engineer, Snowflake2023–2024
· Software Engineer, Google2017–2023
· Senior Software Development Engineer, Microsoft2013–2017
· Software Development Engineer 2, Microsoft2012–2013
· Research Intern, Microsoft2007–2007
· Graduate Student, University of Washington2005–2012
· MS, University of Washington2005–2007
· Ph. D, University of Washington2005–2012
· Research Engineer, INITECH, CO., LTD2000–2003
· BS, Korea Advanced Institute of Science and Technology1997–2004

Publications (27)

SkewTune: mitigating skew in mapreduce applications
SIGMOD Conference · 2012
463
cited
SnipSuggest: Context-Aware Autocompletion for SQL
Proceedings of the VLDB Endowment · 2010
197
cited
Skew-resistant parallel processing of feature-extracting scientific user-defined functions
ACM Symposium on Cloud Computing · 2010
161
cited
A Study of Skew in MapReduce Applications
2011
112
cited
A Case for A Collaborative Query Management System
Conference on Innovative Data Systems Research · 2009
95
cited
Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster
International Conference on Statistical and Scientific Database Management · 2010
90
cited
Fault-tolerant stream processing using a distributed, replicated file system
Proceedings of the VLDB Endowment · 2008
89
cited
Analyzing massive astrophysical datasets: Can Pig/Hadoop or a relational DBMS help?
2009 IEEE International Conference on Cluster Computing and Workshops · 2009
80
cited
Astronomy in the Cloud: Using MapReduce for Image Co-Addition
arXiv.org · 2010
72
cited
Moirae: History-Enhanced Monitoring
Conference on Innovative Data Systems Research · 2007
61
cited
Managing Skew in Hadoop
IEEE Data Engineering Bulletin · 2013
59
cited
Advanced Join Strategies for Large-Scale Distributed Computation
Proceedings of the VLDB Endowment · 2014
58
cited
A latency and fault-tolerance optimizer for online parallel query plans
ACM SIGMOD Conference · 2011
56
cited
Carnegie Mellon University
The Grants Register 2019 · 2018
44
cited
Hadoop's adolescence
Very Large Data Bases Conference · 2013
32
cited
Session-Based Browsing for More Effective Query Reuse
International Conference on Statistical and Scientific Database Management · 2011
30
cited
SkewTune in Action: Mitigating Skew in MapReduce Applications
Proceedings of the VLDB Endowment · 2012
30
cited
Astronomical Image Processing with Hadoop
2011
26
cited
Abstract: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters
2012 SC Companion: High Performance Computing, Networking Storage and Analysis · 2012
21
cited
Clustering Events on Streams Using Complex Context Information
2008 IEEE International Conference on Data Mining Workshops · 2008
16
cited
Sotabase
YongChul Kwon | Researcher Profile | Sotabase | Sotabase