Comments (4)
I think Steve's suggestion is great. As someone at a university, I can say it is hard to pull large volumes of data from NASA, NOAA, and other sources just to work locally. It would be a tremendous contribution to the scientific community if something along the lines of this suggestion were to be implemented.
from transform-to-open-science.
Yes, we are exploring how this might work. For now, there are things like MyBinder that provide ephemeral cloud access to a small machine. The Pangeo community used to provide access to larger machines - but they were attacked by bitcoin miners, see discussion here. There is need for both public access to cloud resources and NASA-funded researcher access. Right now it seems that until a longer term solution is developed, science teams are contracting out access for cloud-based access to pre-configured Jupyter Hubs.
from transform-to-open-science.
Hey all ๐ I'm the director of 2i2c, a non-profit that manages and supports customized JupyterHubs for communities of practice in research and education. We've run several hubs that are similar to what @swnesbitt is describing in the top comment.
For example, we've been running a hub for the OpenScapes team to use in their community workshops, as well as for the OceanHackWeek team to use during their workshops. We also run all of Pangeo's cloud-based interactive computing infrastructure now (and we are working on getting a Binder up and running for Pangeo as well...we have made some progress on the crypto-mining front though that is an ongoing challenge in this space).
If I can be of any help either in brainstorming and discussing, or if you think that 2i2c could help provide infrastructure such as this, I'd be happy to speak further! I agree with @swnesbitt's post above that these kinds of hosted environments can be a huge help in making the infrastructure more accessible to beginners and veterans alike.
from transform-to-open-science.
Great to hear that @cgentemann. Yes security is a challenge and right now the ephemeraility seems to be the primary way to get around that. Increasing cloud accessibility (availability and ease of use/authentication) of NASA datasets across the DAACs is another piece of this - there has been some progress in some areas which has made it a lot easier to work with these data (cloud services, API tools and authentication help), while others are more challenging and require visiting http sites or use of โshopping cartsโ. Thanks!
from transform-to-open-science.
Related Issues (20)
- ๐ - Create a SECURITY.md file and reference the NASA VDP HOT 4
- Add hacktoberfest label to repository to participate in hacktoberfest! HOT 1
- Add link to the deployed GitHub site on the repo HOT 2
- Cross post open job opportunities to the NumFOCUS job board
- Clarify request for information and PRs from TOPS panelists HOT 2
- Add contribution section to highlight people who contribute to this REPO HOT 1
- Update page titles for better readability in the JupyterBook HOT 2
- Restructure the "Get started" chapter of the JupyterBook HOT 2
- book-requirements.txt should contain dependencies version HOT 2
- Collaboration section for research and publications HOT 1
- updating links on Year of Open Science website HOT 2
- 404 link
- Digital Badging of Experts HOT 1
- Clarification of organizational structure for Year of Open Science training dataset documentation HOT 4
- Add presentation slides summarizing SPD-41a for scientists funded by SMD HOT 1
- TOPS HOT 1
- Data Management Plans
- TOPS Champions HOT 4
- Curriculum Schedule HOT 6
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. ๐๐๐
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google โค๏ธ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from transform-to-open-science.