Sangho Yeo

According to our database, Sangho Yeo authored at least 9 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Crossover-SGD: A gossip-based communication in distributed deep learning for alleviating large mini-batch problem and enhancing scalability.

Sangho Yeo, Minho Bae, Minjoong Jeong, Oh-Kyoung Kwon, Sangyoon Oh

Concurr. Comput. Pract. Exp., 2023

2022

AMBLE: Adjusting mini-batch and local epoch for federated learning with heterogeneous devices.

Juwon Park, Daegun Yoon, Sangho Yeo, Sangyoon Oh

J. Parallel Distributed Comput., 2022

2021

Accelerated deep reinforcement learning with efficient demonstration utilization techniques.

Sangho Yeo, Sangyoon Oh, Min Su Lee

World Wide Web, 2021

Mitigating Cold Start Problem in Serverless Computing with Function Fusion.

Seungjun Lee, Daegun Yoon, Sangho Yeo, Sangyoon Oh

Sensors, 2021

Novel data-placement scheme for improving the data locality of Hadoop in heterogeneous environments.

Minho Bae, Sangho Yeo, Gyudong Park, Sangyoon Oh

Concurr. Comput. Pract. Exp., 2021

2020

Integrate multi-agent simulation environment and multi-agent reinforcement learning (MARL) for real-world scenario.

Sangho Yeo, Seungjun Lee, Boreum Choi, Sangyoon Oh

Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

2019

I/O Performance Evaluation of Large-Scale Deep Learning on an HPC System.

Minho Bae, Minjoong Jeong, Sangho Yeo, Sangyoon Oh, Oh-Kyoung Kwon

Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019

Accelerating Deep Reinforcement Learning Using Human Demonstration Data Based on Dual Replay Buffer Management and Online Frame Skipping.

Sangho Yeo, Sangyoon Oh, Min Su Lee

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

2018

Decentralized Message Broker Federation Architecture with Multiple DHT Rings for High Survivability.

Minsub Kim, Minho Bae, Sangho Yeo, Gyudong Park, Sangyoon Oh

Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018