A collaboration between RPS Group Ocean Science and the NOAA Integrated Ocean Observing System (IOOS)
This public repository will describe the prototyping efforts and direction of the Next-Gen DMAC project, "Reaching for the Cloud: Architecting a Cloud-Native Service-Based Ecosystem for DMAC." The goal of this project is to identify the technological and process shifts needed to develop a cloud-native architecture that will serve the current and future needs of the IOOS community. We will be testing a variety of technologies to identify more efficient cloud processing, storage, and data collection options while experimenting with cloud-native architectural patterns to bring it all together.
For a great resource explaining the background information for the Next-Gen DMAC project, check out This Slideshow.
This repository is intended to be a collaborative working area for open discussion about cloud-based services for ocean science. Please feel welcome to start a Discussion, contribute your ideas, and even contribute to our prototyping efforts!
If you are new to contributing to GitHub, check out these links:
View the full documentation at our GitHub Pages site.
We are addressing a wide variety of topics and collaborating with others to solve related problems. See a list of those projects here.
The planned prototypes seek to demonstrate a modern, interconnected system. Visit the links below to learn more about each prototype design and considerations.
Data Processing
- Real-Time Analytics
- Dask Processing
Data Analysis and Presentation
- Jupyter Notebooks
- Restful Grids: App Data Access
- Client-side Rendering
The prototype system we are initially exploring is a combination of several open-source components that we are configuring to run in AWS. This diagram illustrates the planned relationships between the components as well as the expected interactions by various user groups.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent