Integer division is key for various applications and often represents the performance bottleneck due to its inherent mathematical properties that limit its parallelization. This paper presents a new data-dependent variable latency division algorithm derived from the classic non-performing restoring method. The proposed technique exploits the relationship between the number of leading zeros in the divisor and in the partial remainder to dynamically detect and skip those iterations that result in a simple left shift. While a similar principle has been exploited in previous works, the proposed approach outperforms existing variable latency divider schemes in average latency and power consumption. We detail the algorithm and its implementation in four variants, offering versatility for the specific application requirements. For each variant, we report the average latency evaluated with different benchmarks, and we analyze the synthesis results for both FPGA and ASIC deployment, reporting clock speed, average execution time, hardware resources, and energy consumption, compared with existing fixed and variable latency dividers.

Design, implementation and evaluation of a new variable latency integer division scheme / Angioli, Marco; Barbirotta, Marcello; Cheikh, Abdallah; Mastrandrea, Antonio; Menichelli, Francesco; Jamili, Saeid; Olivieri, Mauro. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 1557-9956. - 73:7(2024), pp. 1767-1779. [10.1109/TC.2024.3386060]

Design, implementation and evaluation of a new variable latency integer division scheme

Marco Angioli;Marcello Barbirotta;Abdallah Cheikh;Antonio Mastrandrea;Francesco Menichelli;Saeid Jamili;Mauro Olivieri
2024

Abstract

Integer division is key for various applications and often represents the performance bottleneck due to its inherent mathematical properties that limit its parallelization. This paper presents a new data-dependent variable latency division algorithm derived from the classic non-performing restoring method. The proposed technique exploits the relationship between the number of leading zeros in the divisor and in the partial remainder to dynamically detect and skip those iterations that result in a simple left shift. While a similar principle has been exploited in previous works, the proposed approach outperforms existing variable latency divider schemes in average latency and power consumption. We detail the algorithm and its implementation in four variants, offering versatility for the specific application requirements. For each variant, we report the average latency evaluated with different benchmarks, and we analyze the synthesis results for both FPGA and ASIC deployment, reporting clock speed, average execution time, hardware resources, and energy consumption, compared with existing fixed and variable latency dividers.
2024
variable-latency divider; integer division; highspeed arithmetic; computer arithmetic; real-time and embedded systems; low-power design
01 Pubblicazione su rivista::01a Articolo in rivista
Design, implementation and evaluation of a new variable latency integer division scheme / Angioli, Marco; Barbirotta, Marcello; Cheikh, Abdallah; Mastrandrea, Antonio; Menichelli, Francesco; Jamili, Saeid; Olivieri, Mauro. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 1557-9956. - 73:7(2024), pp. 1767-1779. [10.1109/TC.2024.3386060]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1714531
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