The Incorporation Of Register Capping To The Model Of The Rename Register File Using Markov Chain

In modern Simultaneous Multi-Threading (SMT) processors, efficient management of shared resources like the rename register file is crucial for optimizing system throughput and utilization.The register file, being a critical shared resource, significantly influences performance by affecting how multiple threads access and use the available registers.When a few threads monopolize the register file, it can lead to a degradation in overall performance.Register capping is a method of limiting the number of rename registers each thread is allowed to use.The method has been used to improve performance.However, to understand the behavior of multiple threads sharing a register file and the effect that capping has on different combinations of programs, an analytical tool to observe the register file's dynamics is necessary.To address this, this paper develops a theoretical model utilizing Markov Chain to analyze rename register utilization in SMT systems.The model proposed incorporates capping to examine the dynamics of register allocation and usage patterns among concurrent threads across different threads.By varying parameters such as cap value and consumption rates, the model reveals insight into the behavior of register sharing and its impact on overall system performance.

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Publication Details

Journal
International Journal of Computer Applications
Published
2025-08-20
DOI
https://doi.org/10.5120/ijca2025925594
Primary Topic
Real-time simulation and control systems
Type
article
Field-Weighted Citation Impact
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article

The Incorporation Of Register Capping To The Model Of The Rename Register File Using Markov Chain

An Do, Wei-Ming Lin
International Journal of Computer Applications
Real-time simulation and control systems
article

The Incorporation Of Register Capping To The Model Of The Rename Register File Using Markov Chain

An Do, Wei-Ming Lin
article en

Abstract

In modern Simultaneous Multi-Threading (SMT) processors, efficient management of shared resources like the rename register file is crucial for optimizing system throughput and utilization.The register file, being a critical shared resource, significantly influences performance by affecting how multiple threads access and use the available registers.When a few threads monopolize the register file, it can lead to a degradation in overall performance.Register capping is a method of limiting the number of rename registers each thread is allowed to use.The method has been used to improve performance.However, to understand the behavior of multiple threads sharing a register file and the effect that capping has on different combinations of programs, an analytical tool to observe the register file's dynamics is necessary.To address this, this paper develops a theoretical model utilizing Markov Chain to analyze rename register utilization in SMT systems.The model proposed incorporates capping to examine the dynamics of register allocation and usage patterns among concurrent threads across different threads.By varying parameters such as cap value and consumption rates, the model reveals insight into the behavior of register sharing and its impact on overall system performance.

International Journal of Computer ApplicationsVol. 187(33)
The University of Texas at San Antonio (US)
Openalex Percentile: Top 74%
Real-time simulation and control systems
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The Incorporation Of Register Capping To The Model Of The Rename Register File Using Markov Chain — An Do, Wei-Ming Lin · International Journal of Computer Applications (2025) | TGRS Research Map | TGRS