Jangho Seo
I am an M.S. student in the Department of Computer Science and Engineering at Seoul National University. I am working with the Software Platform Lab under the guidance of Prof. Byung-Gon Chun.
I'm interested in bringing the power of novel computing technologies to various application domains, including big data analytics and deep learning.
CV | PGP Key
Education
M.S. in Computer Science and Engineering
Seoul National University
B.S. in Computer Science and Engineering
Seoul National University
Work Experiences
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.
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