The Running Time Prediction of Spacecraft Simulation Job Based on HC-LSTM

Author:

An Zhou,Yuan Yi,Zhou Xun,Miao Qi,Song Wenlong,Pan Huifang

Publisher

Springer Nature Singapore

Reference11 articles.

1. Zheng, K., Xiang, Y.C., Rao, W., et al.: Design and verification of thermal control system for Tianwen-1 Mars entry capsule. Chin. Space Sci. Technol. 42(5), 108–116 (2022). (in Chinese)

2. Lamar, K., Goponenko, A., Peterson, C., Allan, B.A., Brandt, J. M., Dechev, D.: Backfilling HPC jobs with a multimodal-aware predictor. In: 2021 IEEE International Conference on Cluster Computing (CLUSTER), Portland, OR, USA, 2021, pp. 618–622

3. Fan, Y., Rich, P., Allcock, W.E., Papka, M.E., Lan, Z.: Trade-off between prediction accuracy and underestimation rate in job runtime estimates. In: 2017 IEEE International Conference on Cluster Computing (CLUSTER), Honolulu, HI, USA, pp. 530–540 (2017)

4. Srinivasan, S., Kettimuthu, R., Subramani, V., Sadayappan, P.: Characterization of backfilling strategies for parallel job scheduling. In: Proceedings. International Conference on Parallel Processing Workshop, Vancouver, BC, Canada, pp. 514–519(2002)

5. Yoon, J., Hong, T., Park, C., Noh, S.-Y., Yu, H.: Log analysis-based resource and execution time improvement in HPC: a case study. Appl. Sci. 10(7), 2634 (2020)

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