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http://dx.doi.org/10.9708/jksci.2020.25.06.099

Study on the Performance Evaluation and Analysis of Mobile Cache Memory  

Lee, Sangmin (AI.Big Data and Software Code Lab, Sahmyook University)
Kim, Jongwan (Smith College of Liberal Arts, Sahmyook University)
Kim, Ji Young (Dept. of Business Administration, Sahmyook University)
Oh, Dukshin (Dept. of Management Information System, Sahmyook University)
Publication Information
Journal of the Korea Society of Computer and Information / v.25, no.6, 2020 , pp. 99-107 More about this Journal
Abstract
In this paper, we analyze the characteristics of mobile cache, which is used to improve the data access speed when executing applications on mobile devices, and verify the importance of mobile cache through a cache data access experiment. The mobile device market has grown at a fast pace over the past decade; however, battery limitations and size, price considerations restrict the usage of fast hardware. Thus, their performance are supplemented by using a memory buffer structure such as the cache memory. The analysis mainly focuses on cache size, hierarchical structure of cache, cache replacement policy, and the effect these features has on mobile performance. For the experimental data, we applied a data set from a microprocessor system study, originally used to test the cache performance. In the experimental results, the average data access speed on a mobile device showed a performance improvement of up to 10 times with the presence of cache memory than without. Accordingly, the cache memory was helpful for the performance improvement of a mobile device when the specifications were identical.
Keywords
Cache memory; Mobile cache memory; Cache replacement; First In First Out; Least Recently Used;
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