Research Article

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

by  An Do, Wei-Ming Lin
journal cover
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 187 - Issue 33
Published: August 2025
Authors: An Do, Wei-Ming Lin
10.5120/ijca2025925594
PDF

An Do, Wei-Ming Lin . The Incorporation Of Register Capping To The Model Of The Rename Register File Using Markov Chain. International Journal of Computer Applications. 187, 33 (August 2025), 1-15. DOI=10.5120/ijca2025925594

                        @article{ 10.5120/ijca2025925594,
                        author  = { An Do,Wei-Ming Lin },
                        title   = { The Incorporation Of Register Capping To The Model Of The Rename Register File Using Markov Chain },
                        journal = { International Journal of Computer Applications },
                        year    = { 2025 },
                        volume  = { 187 },
                        number  = { 33 },
                        pages   = { 1-15 },
                        doi     = { 10.5120/ijca2025925594 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }
                        %0 Journal Article
                        %D 2025
                        %A An Do
                        %A Wei-Ming Lin
                        %T The Incorporation Of Register Capping To The Model Of The Rename Register File Using Markov Chain%T 
                        %J International Journal of Computer Applications
                        %V 187
                        %N 33
                        %P 1-15
                        %R 10.5120/ijca2025925594
                        %I Foundation of Computer Science (FCS), NY, USA
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.

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Index Terms
Computer Science
Information Sciences
No index terms available.
Keywords

Simultaneous Multi-threading Register Rename Markove Chain Queuing Theory

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