Chen-Yu Ho
Research Scientist - Network Software Development
- Role
- Research Scientist - Network Software Development at ByteDance
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Chen-Yu Ho
Working on optimizing Large Language Models (LLM) training, finetuning, inference, and serving pipelines- Excellent collaborator with 4 years of research software engineering experience, demonstrated by a #1 ranked most influential SIGCOMM paper and 7,500 lines of open-source contributions to 6 AI frameworks and libraries- Self-directed problem solver with expertise in accelerating distributed Deep Learning (DL) model training, as evidenced by 6 publications at top-tier conferences with a total of 560 citations- Enjoy identifying bottlenecks of machine learning (ML) systems and making performance improvements- A fantasy literature enthusiast, enjoy reading The Lord of the Rings, Jin Yong, A Song of Ice and Fire, etc.
Experience
Research Scientist - Network Software Development
Jan 2024 — Present · Bellevue, WA, US
Designing, building, and operating the global, intelligent network infrastructure to meet the requirements of high availability, scalability, and high-performance- Design, implementation and deployment of low-latency and high-throughput high-speed network technologies in ByteDance- Collaboration with multiple product teams to leverage high-speed network technologies in computation, storage, AI/HPC and recommendation systems etc- Applications of high-speed network technologies in VMs and containers to accelerate network virtualization scenarios- Design and development of high-speed network protocol stacks and high performance communication frameworks- Build softwares and tools to improve the reliability and availability of high-speed network infrastructure
Education
KAUST (King Abdullah University of Science and Technology)
Doctor of Philosophy - PhD, Computer Science
2019 — 2023
KAUST (King Abdullah University of Science and Technology)
Master of Science - MS, Computer Science
2018 — 2019
National Taiwan University
Bachelor of Science in Engineering, Engineering Science and Ocean Engineering
2012 — 2016
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