Interactive and Urgent HPC: Challenges and Opportunities
Albert Reuther, Nick Brown, William Arndt, Johannes Blaschke,, Christian Boehme, Antony Chazapis, Bjoern Enders, Robert Henschel, Julian, Kunkel, and Maxime Martinasso
TL;DR
This paper discusses the increasing demand for interactive and urgent high performance computing, reviewing progress, challenges, and opportunities for integrating these policies and technologies into HPC systems.
Contribution
It provides a comprehensive overview of the current state, challenges, and future opportunities for integrating interactive and urgent HPC into existing ecosystems.
Findings
Progress has been made in interactive HPC techniques.
Significant challenges remain in policy and technology integration.
Opportunities exist for enhancing HPC responsiveness and usability.
Abstract
As a broader set of applications from simulations to data analysis and machine learning require more parallel computational capability, the demand for interactive and urgent high performance computing (HPC) continues to increase. This paper overviews the progress made so far and elucidates the challenges and opportunities for greater integration of interactive and urgent HPC policies, techniques, and technologies into HPC ecosystems.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsDistributed and Parallel Computing Systems · Advanced Data Storage Technologies · Cloud Computing and Resource Management