- Top ten cloud GPUplatforms For deep learning (2024)
- Choosing the right GPU for deep learning on AWS (2020)
- https://github.com/rileyhun/llm_finetuning_metaflow/tree/main/ray-distributed
- Getting Started with Distributed Machine Learning with PyTorch and Ray
- Distributed machine learning with Amazon ECS
- (Lunit) Intelligent Cloud — Part 1: Introduction to Lunit’s Cloud Deep Learning Platform for Efficient Model Training
- (Lunit) Intelligent Cloud — Part 2: A Deep Dive into the Architecture and Technical Details of INCL
- (Lunit) Intelligent Cloud — Part 3: Optimizing GPU Costs by Leveraging Spot Instances
- (카카오스타일) 카카오스타일의 Amazon SageMaker 분산 훈련을 활용한 카테고리 자동 분류 시스템 모델 구축 사례
- Amazon SageMaker 모델 병렬 라이브러리를 이용한 신규 성능 향상 방법
- (Paper) Analysis of Distributed Deep Learning in the Cloud
- High Performance Distributed Deep Learning with multiple GPUs on Google Cloud Platform — Part 1 (2020)
- High Performance Distributed Deep Learning with multiple GPUs on Google Cloud Platform — Part 2 (2020)
- (SK) 대용량 한글 자연어처리 모델의 클라우드 분산 학습 및 배포 사례 (2020)