Leveraging Hybrid Classical-Quantum Methods for Efficient Load Rebalancing in HPC

Load imbalance is a challenge for parallel applications in High Performance Computing (HPC). It is caused by processes having different execution times or load values, leading to idle or wait times at synchronization points, where faster processes must wait for the slowest process to catch up. To mi...

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Bibliographic Details
Published in:	SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis pp. 1713 - 1722
Main Authors:	Zawalska, Justyna, Chung, Minh, Rycerz, Katarzyna, Schulz, Laura, Schulz, Martin, Kranzlmuller, Dieter
Format:	Conference Proceeding
Language:	English
Published:	IEEE 17.11.2024
Subjects:	CQM Heuristic algorithms High performance computing HPC HPCQC integration Load management Load modeling Load Rebalancing Measurement NP-hard problem Optimization Quantum Computing Qubit Synchronization task migration Upper bound
Online Access:	Get full text
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