Impact of Optimization on a Specialized Pipelined Computing Device Across Multiple Design Levels

This paper discusses the research of the characteristics of control circuits for specialized pipelined computing devices and identifies methods for their digital circuit design. The goal is to determine dependencies between various performance indicators of the circuit and its parameter values, as well as to identify the impact of changes introduced into the model of a specialized computing device across multiple design levels. The paper examines architectural patterns of specialized computing devices, particularly the pipeline representation; the integration of a specialized computing device into a computing system; options for implementing a control flow for a specialized computing device and the problems encountered during their design. Additionally, it presents the main characteristics of control flow circuits and graphs showing the dependence of changes in the metrics of an implemented FPGA (Field Programmable Gate Array) based specialized computing device prototype on its parameter values. Also the paper covers the co-design technique as one of the approaches for design computing devices.

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Published
2024-11-13
DOI
https://doi.org/10.1109/summa64428.2024.10803697
Primary Topic
Evolutionary Algorithms and Applications
Type
article
Field-Weighted Citation Impact
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article

Impact of Optimization on a Specialized Pipelined Computing Device Across Multiple Design Levels

Denis Shchepukhin, Daniil Lyulyava, Nikita Duksin, Ilona Duksina
Evolutionary Algorithms and Applications
article

Impact of Optimization on a Specialized Pipelined Computing Device Across Multiple Design Levels

Denis Shchepukhin, Daniil Lyulyava, Nikita Duksin, Ilona Duksina
article en

Abstract

This paper discusses the research of the characteristics of control circuits for specialized pipelined computing devices and identifies methods for their digital circuit design. The goal is to determine dependencies between various performance indicators of the circuit and its parameter values, as well as to identify the impact of changes introduced into the model of a specialized computing device across multiple design levels. The paper examines architectural patterns of specialized computing devices, particularly the pipeline representation; the integration of a specialized computing device into a computing system; options for implementing a control flow for a specialized computing device and the problems encountered during their design. Additionally, it presents the main characteristics of control flow circuits and graphs showing the dependence of changes in the metrics of an implemented FPGA (Field Programmable Gate Array) based specialized computing device prototype on its parameter values. Also the paper covers the co-design technique as one of the approaches for design computing devices.

MIREA - Russian Technological University (RU)
Openalex Percentile: Top 78%
Evolutionary Algorithms and Applications
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Impact of Optimization on a Specialized Pipelined Computing Device Across Multiple Design Levels — Denis Shchepukhin, Daniil Lyulyava, et al. · (2024) | TGRS Research Map | TGRS