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 …

Context-aware execution migration tool for data science Jupyter Notebooks on hybrid clouds

RLF Cunha, LCV Real, R Souza… - 2021 IEEE 17th …, 2021 - ieeexplore.ieee.org
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 …

[图书][B] Towards interactive, reproducible analytics at scale on HPC systems

S Cholia, L Heagy, M Henderson, D Paine, J Hays… - 2020 - ieeexplore.ieee.org
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 …