byungsoo-oh

byungsoo-oh.github.io

byungsoo-oh.github.io.old

Build a Jekyll blog in minutes, without touching the command line.

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

delta

An open-source storage layer that brings scalable, ACID transactions to Apache Spark™ and big data workloads.

druid

Apache Druid: a high performance real-time analytics database.

FastFlow

FastFlow is a system that automatically detects CPU bottlenecks in deep learning training pipelines and resolves the bottlenecks with data pipeline offloading to remote resources .

ml-systems-papers

Curated collection of papers in machine learning systems

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

spark

Apache Spark - A unified analytics engine for large-scale data processing

tensorflow

An Open Source Machine Learning Framework for Everyone

byungsoo-oh/ml-systems-papers

Curated collection of papers in machine learning systems

byungsoo-oh/byungsoo-oh.github.io

byungsoo-oh/byungsoo-oh.github.io.old

Build a Jekyll blog in minutes, without touching the command line.

byungsoo-oh/DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

byungsoo-oh/delta

An open-source storage layer that brings scalable, ACID transactions to Apache Spark™ and big data workloads.

byungsoo-oh/druid

Apache Druid: a high performance real-time analytics database.

byungsoo-oh/FastFlow

FastFlow is a system that automatically detects CPU bottlenecks in deep learning training pipelines and resolves the bottlenecks with data pipeline offloading to remote resources .

byungsoo-oh/nccl

Optimized primitives for collective multi-GPU communication

byungsoo-oh/petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

byungsoo-oh/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

byungsoo-oh/spark

Apache Spark - A unified analytics engine for large-scale data processing

byungsoo-oh/tensorflow

An Open Source Machine Learning Framework for Everyone

byungsoo-oh/tensorflow-alpa

byungsoo-oh/zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.