The LBNL superfacility project report
D Bard, C Snavely, L Gerhardt, J Lee, B Totzke… - arXiv preprint arXiv …, 2022 - arxiv.org
The Superfacility model is designed to leverage HPC for experimental science. It is more
than simply a model of connected experiment, network, and HPC facilities; it encompasses …
than simply a model of connected experiment, network, and HPC facilities; it encompasses …
Context-aware execution migration tool for data science Jupyter Notebooks on hybrid clouds
Interactive computing notebooks, such as Jupyter notebooks, have become a popular tool
for developing and improving data-driven models. Such notebooks tend to be executed …
for developing and improving data-driven models. Such notebooks tend to be executed …
[图书][B] Towards interactive, reproducible analytics at scale on HPC systems
The growth in scientific data volumes has resulted in a need to scale up processing and
analysis pipelines using High Performance Computing (HPC) systems. These workflows …
analysis pipelines using High Performance Computing (HPC) systems. These workflows …