Easy Deployment of Dask and Jupyter Notebooks on Managed Kubernetes

HEJTMÁNEK, Lukáš, Adrián ROŠINEC a Sebastian LUNA-VALERO. Easy Deployment of Dask and Jupyter Notebooks on Managed Kubernetes. In EGI Conference 2023. 2023.

Základní údaje

• Originální název: Easy Deployment of Dask and Jupyter Notebooks on Managed Kubernetes
• Autoři: HEJTMÁNEK, Lukáš, Adrián ROŠINEC a Sebastian LUNA-VALERO.
• Vydání: EGI Conference 2023, 2023.

Další údaje

• Typ výsledku: Konferenční abstrakt
• Utajení: není předmětem státního či obchodního tajemství
• WWW: URL
• Příznaky: Mezinárodní význam

Anotace

Data analytics platforms have become increasingly important in modern research, enabling scientists to analyze large datasets and extract valuable insights. Reproducible and open science is a crucial aspect of nowadays scientific research, ensuring that results are transparent, verifiable, and can be reproduced by other researchers. Workflow tools, Virtual Research Environments (VREs), and computational notebooks are among the many tools that may help with this goal. However, deploying these tools can be complex, time-consuming, and also not successful in the end. We provide a managed Kubernetes platform that can be used for reliable and easy deployment. In this poster, we present several use cases including Jupyter notebooks, Binder deployment with Kaniko builder, Dask compute clusters, and S3 backend storage as success story of services built on the managed Kubernetes platform.