• Title/Summary/Keyword: multiplication algorithm

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Where's the Procedural Fluency?: U.S. Fifth Graders' Demonstration of the Standard Multiplication Algorithm

  • Colen, Yong S.;Colen, Jung
    • Research in Mathematical Education
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    • v.24 no.1
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    • pp.1-27
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    • 2021
  • For elementary school children, learning the standard multiplication algorithm with accuracy, clarity, consistency, and efficiency is a daunting task. Nonetheless, what should be our expectation in procedural fluency, for example, in finding the product of 25 and 37 among fifth grade students? Collectively, has the mathematics education community emphasized the value of conceptual understanding to the detriment of procedural fluency? In addition to examining these questions, we survey multiplication algorithms throughout history and in textbooks and reconceptualize the standard multiplication algorithm by using a new tool called the Multiplication Aid Template.

Shift-and-Add Multiplication Algorithm for Decimal System (십진수의 자리이동-덧셈 곱셈법)

  • Lee, Sang-Un
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.14 no.2
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    • pp.121-126
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    • 2014
  • The problem of finding the fastest algorithm for multiplication of two large n-digit decimal numbers remains unsolved in the field of mathematics and computer science. To this problem so far two algorithms - Karatsuba and Toom-kook - have been proposed to shorten the number of multiplication. In the complete opposite of shorten the number of multiplication method, this paper therefore proposes an efficient multiplication algorithm using additions completely. The proposed algorithm totally applies shift-and-add algorithm of binary system to large digits of decimal number multiplication for example of RSA-100 this problem can't perform using computer. This algorithm performs multiplication purely with additions of complexity of $O(n^2)$.

Efficient lookup Table-based Multiplication Algorithm on 8-bit Processor (8-bit 환경에서 Lookup table 기반의 효율적인 곱셈 알고리즘)

  • Seo, Seog-Chung;Jung, Hae-Il;Han, Dong-Guk;Hong, Seok-Hie
    • 한국정보통신설비학회:학술대회논문집
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    • 2008.08a
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    • pp.323-326
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    • 2008
  • This paper describes some field multiplication algorithm over GF($2^m$) on 8-bit processor. Through performance comparisons among algorithm, we show that our proposal is faster than existing algorithms. The proposed algorithm save 26.38% of running time compared with naive comb multiplication algorithm which is a kind of lookup-table (LUT) based algorithm. With the proposed algorithm, a scalar multiplication over GF($2^{163}$) can be computed within 1.04 secs on 8-bit MICAz sensor mote.

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The Novel Efficient Dual-field FIPS Modular Multiplication

  • Zhang, Tingting;Zhu, Junru;Liu, Yang;Chen, Fulong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.2
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    • pp.738-756
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    • 2020
  • The modular multiplication is the key module of public-key cryptosystems such as RSA (Rivest-Shamir-Adleman) and ECC (Elliptic Curve Cryptography). However, the efficiency of the modular multiplication, especially the modular square, is very low. In order to reduce their operation cycles and power consumption, and improve the efficiency of the public-key cryptosystems, a dual-field efficient FIPS (Finely Integrated Product Scanning) modular multiplication algorithm is proposed. The algorithm makes a full use of the correlation of the data in the case of equal operands so as to avoid some redundant operations. The experimental results show that the operation speed of the modular square is increased by 23.8% compared to the traditional algorithm after the multiplication and addition operations are reduced about (s2 - s) / 2, and the read operations are reduced about s2 - s, where s = n / 32 for n-bit operands. In addition, since the algorithm supports the length scalable and dual-field modular multiplication, distinct applications focused on performance or cost could be satisfied by adjusting the relevant parameters.

A Design of 256-bit Modular Multiplier using 3-way Toom-Cook Multiplication Algorithm and Fast Reduction Algorithm (3-way Toom-Cook 곱셈 알고리듬과 고속 축약 알고리듬을 이용한 256-비트 모듈러 곱셈기 설계)

  • Yang, Hyeon-Jun;Shin, Kyung-Wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.10a
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    • pp.223-225
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    • 2021
  • Modular multiplication is a key operation for point scalar multiplication of ECC, and is the most important factor affecting the performance of ECC processor. This paper describes a design of a 256-bit modular multiplier that adopts 3-way Toom-Cook multiplication algorithm and modified fast reduction algorithm. One 90-bit multiplier and three 264-bit adders were used to optimize the hardware size and the number of clock cycles required. The modular multiplier was verified by implementing it using Zynq UltraScale+ MPSoC device and the modular multiplication operation takes 15 clock cycles.

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Secure Scalar Multiplication with Simultaneous Inversion Algorithm in Hyperelliptic Curve Cryptosystem (초 타원 곡선 암호시스템에서 동시 역원 알고리즘을 가진 안전한 스칼라 곱셈)

  • Park, Taek-Jin
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.4 no.4
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    • pp.318-326
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    • 2011
  • Public key cryptosystem applications are very difficult in Ubiquitos environments due to computational complexity, memory and power constrains. HECC offers the same of levels of security with much shorter bit-lengths than RSA or ECC. Scalar multiplication is the core operation in HECC. T.Lange proposed inverse free scalar multiplication on genus 2 HECC. However, further coordinate must be access to SCA and need more storage space. This paper developed secure scalar multiplication algorithm with simultaneous inversion algorithm in HECC. To improve the over all performance and security, the proposed algorithm adopt the comparable technique of the simultaneous inversion algorithm. The proposed algorithm is resistant to DPA and SPA.

Parallel Algorithm for Matrix-Matrix Multiplication on the GPU (GPU 기반 행렬 곱셈 병렬처리 알고리즘)

  • Park, Sangkun
    • Journal of Institute of Convergence Technology
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    • v.9 no.1
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    • pp.1-6
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    • 2019
  • Matrix multiplication is a fundamental mathematical operation that has numerous applications across most scientific fields. In this paper, we presents a parallel GPU computation algorithm for dense matrix-matrix multiplication using OpenGL compute shader, which can play a very important role as a fundamental building block for many high-performance computing applications. Experimental results on NVIDIA Quad 4000 show that the proposed algorithm runs about 208 times faster than previous CPU algorithm and achieves performance of 75 GFLOPS in single precision for dense matrices with matrix size 4,096. Such performance proves that our algorithm is practical for real applications.

A Study on Marking the Carrying Number of Multiplication Algorithm with regrouping (올림이 있는 자연수 곱셈 알고리즘의 올림하는 수 표기에 관한 고찰)

  • Choi, Kyoung A;Lee, Jeong Eun
    • Journal of Elementary Mathematics Education in Korea
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    • v.21 no.1
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    • pp.195-214
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    • 2017
  • The standardized algorithm of natural number multiplication simplify the procedure of arithmetic. In the case of multiplication algorithm with regrouping, we write small the carrying number on the multiplicand. But, teachers and students have to make their own way about the case of two digits multipliers, because Korean elementary mathematics textbooks just deal with the case of the one digit multipliers. In this study, we investigated Korean current elementary mathematics textbooks related to multiplication algorithm with regrouping, and analyzed the result of research on the real condition about marking the carrying number. Besides, we reviewed the guidance contents of algorithm of natural number multiplication in Finland's math textbook and literature. By conclusions, we suggest several implications as followed; First, we need some examples of the way to mark the carrying number in teacher's guidance books and textbooks. Second, teachers try for students to feel the good points of the systematic ways to mark the carrying number. Third, teachers understand algorithm of natural number multiplication and the alternative ways about marking the carrying number.

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Design of Elliptic Curve Cryptographic Coprocessor over binary fields for the IC card (IC 카드를 위한 polynomial 기반의 타원곡선 암호시스템 연산기 설계)

  • 최용제;김호원;김무섭;박영수
    • Proceedings of the IEEK Conference
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    • 2001.06b
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    • pp.305-308
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    • 2001
  • This paper describes the design of elliptic curve cryptographic (ECC) coprocessor over binary fields for the If card. This coprocessor is implemented by the shift-and-add algorithm for the field multiplication algorithm. And the modified almost inverse algorithm(MAIA) is selected for the inverse multiplication algorithm. These two algorithms is merged to minimize the hardware size. Scalar multiplication is performed by the binary Non Adjacent Format(NAF) method. The ECC we have implemented is defined over the field GF(2$^{163}$), which is a SEC-2 recommendation[7]..

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Bit-sliced Modular Multiplication Algorithm and Implementation (비트 확장성을 갖는 모듈러 곱셈 알고리즘 및 모듈러 곱셈기 설계)

  • 류동렬
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.10 no.3
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    • pp.3-10
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    • 2000
  • In this paper we propose a bit-sliced modular multiplication algorithm and a bit-sliced modular multiplier design meeting the increasing crypto-key size for RSA public key cryptosystem. The proposed bit-sliced modular multiplication algorithm was designed by modifying the Montgomery's algorithm. The bit-sliced modular multiplier is easy to expand to process large size operands and can be immediately applied to RSA public key cryptosystem.