/delta

HPC Streaming analysis framework for fusion data

Primary LanguagePython

Documentation Status Unit Tests

DELTA-FUSION (aDaptive rEaL Time Analysis of big fusion data)

Delta facilitates near real-time streaming analysis of big fusion data on remote HPC resources. It consists of modular Python code that send, receive, and process data on different machines. The picture below gives an overview of Delta. For installation and documentation, see https://delta-fusion.readthedocs.io/en/latest/index.html

Delta Architecture

Cite as:

@inproceedings{Kube2020,
   author = {R. Kube and R.M. Churchill and Jong Youl Choi and Ruonan Wang and Scott Klasky and C. S. Chang},
   journal = {Proceedings of the 19th Python in Science Conference},
   title = {Leading magnetic fusion energy science into the big-and-fast data lane},
   url = {http://conference.scipy.org/proceedings/scipy2020/ralph_kube.html},
   year = {2020},
}