真正的随机可调内存管理评估框架与马尔可夫链

A. S. Shahab, D. Pramadihanto, S. Sukaridhoto, Adhe Widianjaya
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引用次数: 1

摘要

内存管理评估测试是了解动态内存分配算法的特点和性能的一种途径。DMA是在应用程序运行时提供存储管理的RTOS部分之一。目前有很多内存管理算法,每一种算法都有自己的特点,如确定性算法和非确定性算法。为了测试分配算法的性能以适应实时操作系统中的分配行为,我们开发了一个使用马尔可夫链的测试框架。该框架生成各种类型的场景测试,根据性能结果确定算法的确定性和不确定性。结果表明,分配规模和分配变化对该框架生成的分配性能响应有影响。
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True random and adjustable memory management evaluation framework with Markov chain
Memory management evaluation test is one of the ways to understand the characteristic and performance of dynamic memory allocation algorithm. DMA is one of the RTOS parts that provide storage management when the applications are running. Nowadays there is a lot of memory management algorithm, and each algorithm has its own characteristics like the deterministic or nondeterministic algorithm. We develop a testing framework using Markov chain in order to test the allocation algorithm performance to fit the allocation behavior in RTOS. The framework generates various type of scenario test which can determine deterministic and nondeterministic of the algorithm based on the performance result. The result shows the impact of allocation size and allocation variation affect the allocation performance respond that generated by this framework.
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