Jangho Seo
I am a Software Engineer at NAVER Corp.
I'm interested in bringing the power of novel computing technologies to various application domains, including big data analytics and deep learning.
PGP Key
Work Experiences
Software Engineer
Platform Labs, NAVER
Internship
NAVER Clova
Participated in building an AutoML platform tailored to NAVER's requirements.
Software Engineer Intern
Technical SWE Intern IV at NetInfra, Google Cloud.
J-1 exchange visitor program sponsored by Cultural Vistas.
I designed, developed, and tested a software stack that works with Google-specific hardware.
Education
M.S. in Computer Science and Engineering
I have earned my Master's degree from Seoul National University, working with the Software Platform Lab under the guidance of Prof. Byung-Gon Chun.
B.S. in Computer Science and Engineering
Seoul National University
Research Experiences
Crane
Currently developing a GPU cluster manager with a focus on usability and resource elasticity for deep learning training jobs.
Streamix
Co-developed a layer for vertical integration between stream analytics engine and storage system to efficiently handle a large volume of stateful stream queries.
Apache Nemo (incubating)
Co-developed a big data analytics stack, which is currently incubating at the Apache Software Foundation.
Explored various characteristics of jobs and resources of data analytics and co-designed a framework to express and reuse optimizations for those characteristics.
Publications
Apache Nemo: A Framework for Building Distributed Dataflow Optimization Policies
Youngseok Yang, Jeongyoon Eo, Geon-Woo Kim, Joo Yeon Kim, Sanha Lee, Jangho Seo, Won Wook Song, Byung-Gon Chun.
2019 USENIX Annual Technical Conference (ATC 2019).
See publication
High-Performance Stateful Stream Processing on Solid-State Drives
Gyewon Lee, Jeongyoon Eo, Jangho Seo, Taegeon Um, Byung-Gon Chun.
9th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys 2018).
See publication