Performance aware shared memory hierarchy model for multicore processors

被引:0
作者
Ahmed M. Mohamed
Nada Mubark
Saad Zagloul
机构
[1] Aswan University,Electrical Engineering Department, Faculty of Engineering
[2] South Valley University,Computer Science Department, Faculty of Computers and Information
[3] South Valley University,Mathematic Department, Faculty of Science
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Despite the fact that multicore processors have a better instruction execution speed and lower power consumption, they also encounter a set of design challenges. The appearance of multicore and many core architectures has raised the problem of managing shared hierarchical memory systems. The main focus of this paper is to evaluate the behavior of shared hierarchical memory systems by modeling their response time analytically. Since the gap between the memory and processor speed increases rapidly, it gets more crucial to find an analytical model that includes the significant factors that affect the performance of hierarchical memory systems. The proposed model considers the interdependence between different memory layers and differentiates between the memory response time and memory system time. Moreover, the model evaluates the effect of memory hierarchy on the variance of the memory access time. The existence of a large variance can lead to extremely long wait queues which can dramatically affect the performance of multicore processors
引用
收藏
相关论文
共 23 条
[1]  
Ji K(2017)An artificial neural network model of LRU-cache misses on out-of-order embedded processors J. Microprocess. Microsyst. 50 20-undefined
[2]  
Ling M(2017)Using the first-level cache stack distance histograms to predict multi-level LRU cache misses J. Microprocess. Microsyst. 55 20-undefined
[3]  
Zhang Y(2018)Analytical miss rate calculation of L2 cache from the RD profile of L1 cache IEEE Trans. Comput. 67 1-undefined
[4]  
Ji K(2008)Analytical model for a multiprocessor with private caches and shared memory Int. J. Comput. Commun. Control 3 2-undefined
[5]  
Ling M(2019)Analytical derivation of concurrent reuse distance profile for multi-threaded application running on chip multi-processor IEEE Trans. Parallel Distrib. Syst. 30 8-undefined
[6]  
Shi L(2021)Analytical modeling the multi-core shared cache behavior with considerations of data-sharing and coherence IEEE Access 9 20-undefined
[7]  
Jasmine MS(1994)On the self-similar nature of ethernet traffic IEEE/ACM Trans. Network. 2 1-undefined
[8]  
Venkatesh TG(1995)Wide area traffic: The failure of Poisson Modeling IEEE/ACM Trans. Network. 3 3-undefined
[9]  
Nikolov A(2013)The challenges of multicore processor Int. J. Adv. Res. Technol. 2 6-undefined
[10]  
Jasmine MS(undefined)undefined undefined undefined undefined-undefined