Research on Cache Strategy Based on Content Priority in Landslide Monitoring and Early Warning
DOI: 10.23977/cpcs.2022.060109 | Downloads: 8 | Views: 814
Author(s)
Mingyang Guo 1
Affiliation(s)
1 Hunan University of Science & Technology, Xiangtan, Hunan, 411201, China
Corresponding Author
Mingyang GuoABSTRACT
Landslide monitoring and early warning are mostly multi-element monitoring, and each monitoring element has different impact factors on the landslide. If multiple monitoring elements change next to each other, a variety of high-frequency data are transmitted together, and the data transmission is simply carried out according to the transmission time, it will lead to low analysis efficiency and even deadlock. In order to solve this problem, considering the influence factor size of landslide monitoring elements, this paper introduces a caching strategy based on content priority. Firstly, the content priority is divided according to the influence factor size of monitoring elements, and then the content priority is used as the reference factor for cache replacement decision-making. The goal is to improve the hit rate and availability of important content. The simulation results of ndnsim show that this strategy can significantly improve the cache proportion of important content and improve the availability of important content without affecting the global hit rate and response delay, so as to improve the sensitivity and accuracy of landslide monitoring and early warning system.
KEYWORDS
Landslide warning, Cache, Cache replacement, Content priority, Queuing theoryCITE THIS PAPER
Mingyang Guo, Research on Cache Strategy Based on Content Priority in Landslide Monitoring and Early Warning. Computing, Performance and Communication Systems (2022) Vol. 6: 56-61. DOI: http://dx.doi.org/10.23977/cpcs.2022.060109.
REFERENCES
[1] Yulin Bao and Quan Zheng. "Research on cache joint deployment strategy based on deep learning training platform." electronic technique 50.07(2021):61-67. doi:CNKI:SUN:DZJS.0.2021-07-022.
[2] Xian Zhou, et al. "Research on file block cache strategy of D2D cluster based on auxiliary equipment." Journal of South China Normal University (NATURAL SCIENCE EDITION) 53.03 (2021):106-112. doi: CNKI:SUN:HNSF.0.2021-03-014.
[3] Huan Zhang, Fan Jiang and Changyin Sun. "Cooperative content caching strategy based on Q-Learning in fog wireless access network" signal processing .
[4] Lanhua Luo, Shudan Yuan and Qiaoping He. "An ICN Cooperative Cache Strategy Based on node centrality approximation algorithm." Computer and modernization .04(2021):85-90+97. doi:CNKI:SUN:JYXH.0.2021-04-015.
[5] Pan Wenwen, Liu Bei and Song Zhiliang. "Edge Computing-Induced Caching Strategy for National Traditional Sports Video Resources by Considering Unusual Items." International Journal of Distributed Systems and Technologies (IJDST) 12.2(2021): doi:10.4018/IJDST.2021040101.
[6] Bang Tang, et al. "Cache replacement strategy of web proxy server based on Gaussian mixture model." Computer measurement and control 29.02(2021):166-170+175. doi:10.16526/j.cnki.11-4762/tp.2021.02.033.
[7] Xueyan Tian, Mengya Wang and Ershun Pan. "Imperfect maintenance strategy of dual computer system with cache based on Markov decision process." Journal of Shanghai Jiaotong University 55.04(2021):480-488. doi:10.16183/j.cnki.jsjtu.2019.270.
[8] Quan Guocong, et al. "Prefetching and caching for minimizing service costs: Optimal and approximation strategies." Performance Evaluation 145.(2021): doi:10.1016/J.PEVA.2020.102149.
[9] Min Hu, Yuming Chen and Hongcheng Huang. "Edge network caching strategy based on social relationship perception." Computer application research 38.06(2021):1825-1829. doi:10.19734/j.issn.1001-3695.2020.09.0247.
[10] Yachao Xu. Research on cache strategy and wireless resource allocation method in c-ran.2020.Nanjing University of Posts and Telecommunications,MA thesis.
[11] Wang Weiguang, et al. "Caching deployment based on energy efficiency in device-to-device cooperative networks." International Journal of Distributed Sensor Networks 16.12(2020): doi:10.1177/1550147720984659.
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