Author(s)

Cunqun Fan ¹, Manyun Lin ¹, Xiangang Zhao ¹, Sujing Chen ¹, Lizi Xie ¹, Peng Guo ¹

Affiliation(s)

¹ National Satellite Meteorological Centre, Beijing, China

Corresponding Author

Sujing Chen

ABSTRACT

Meteorological satellite terrestrial applications bear a large number of applications, these applications correspond to a variety of processing tasks, and these tasks have different consumption of resources, how to properly measure the consumption of these resources is to improve the overall efficiency of the system key. Aiming at this problem, this paper proposes a resource consumption measurement method based on time correlation. First of all, the variance and covariance of resources and time are calculated, then the correlation between resources and time is obtained, and then the impact of time on resource consumption is judged.

KEYWORDS

Meteorological satellite; Ground application system; Resource consumption; Time correlation

CITE THIS PAPER

Cunqun, F. , Manyun, L. , Xiangang, Z. , Sujing, C. , Lizi, X. , Peng, G. Research on Measurement of Resource Consumption Based on Time Correlation. Computing, Performance and Communication Systems (2017) 2: 13-15.

REFERENCES

[1] Igarashi A, Kobayashi N. Resource usage analysis[J]. Acm Sigplan Notices, 2005, 27(2):264-313.
[2] Alam M, Shakil K A, Sethi S. Analysis and Clustering of Workload in Google Cluster Trace based on Resource Usage[J]. Computer Science, 2015.
[3] Karaman A, Erisik D, Incel O D, et al. Resource Usage Analysis of a Sensor-based Mobile Augmented Reality Application ☆[J]. Procedia Computer Science, 2016, 83:300-304.
[4] Casas M, Bronevetsky G. Evaluation of HPC Applications’ Memory Resource Consumption via Active Measurement[J]. IEEE Transactions on Parallel & Distributed Systems, 2016, 27(9):2560-2573.
[5] Gonzalez-Herrera I, Bourcier J, Daubert E, et al. ScapeGoat: Spotting abnormal resource usage in component-based reconfigurable software systems[J]. Journal of Systems & Software, 2016, 122:398-415.

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