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A Cost-Saving Response Scheduler for Highway Structural Health Monitoring Data Applications
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Zhixin Qi1, Yulin Wang1, Zemin Chao1, Zejiao Dong1, Hongzhi Wang1
Data Science and Engineering | 2026, 11(1) : 53 - 65
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Data Science and Engineering | 2026, 11(1): 53-65
RESEARCH PAPERS
A Cost-Saving Response Scheduler for Highway Structural Health Monitoring Data Applications
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Zhixin Qi1, Yulin Wang1, Zemin Chao1, Zejiao Dong1, Hongzhi Wang1
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Published: 2026-03-01 doi: 10.1007/s41019-025-00314-w
Outline
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In the process of responding to user applications on the highway structural health monitoring data sharing platforms, the objective is to decrease the network transmission costs and avoid a mass of redundant Input/Output operations between the storage server and local hard disks. Since none of existing job scheduling and structural health monitoring data analysis research has focused on this topic, we study the problem of cost-saving response scheduling for highway structural health monitoring data applications. To solve this problem, we develop a greedy response scheduler with ()-approximation ratio. Evaluation results demonstrate the effectiveness and efficiency of our proposed solution.

Monitoring data  /  Response scheduling  /  Data transmission  /  Approximation algorithm  /  Data sharing
Zhixin Qi, Yulin Wang, Zemin Chao, Zejiao Dong, Hongzhi Wang. A Cost-Saving Response Scheduler for Highway Structural Health Monitoring Data Applications[J]. Data Science and Engineering, 2026 , 11 (1) : 53 -65 . DOI: 10.1007/s41019-025-00314-w
  • National Key Research and Development Program of China(2024YFE0214600)
  • National Natural Science Foundation of China(52308449)
Year 2026 volume 11 Issue 1
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Article Info
doi: 10.1007/s41019-025-00314-w
  • Receive Date:2025-02-20
  • Online Date:2026-08-06
  • Published:2026-03-01
Article Data
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History
  • Received:2025-02-20
  • Revised:2025-04-26
  • Accepted:2025-08-13
Funding
National Key Research and Development Program of China(2024YFE0214600)
National Natural Science Foundation of China(52308449)
Affiliations
    1Harbin Institute of Technology, Huanghe Road 73, Harbin, Heilongjiang, China

Corresponding:

Zhixin Qi qizhx@hit.edu.cn
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Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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