Introduction to Parallel Computing

Continued part 1, part 2 of ebook "Guide to scientific computing in C++ (Second edition)" has presents the following content: templates; errors, exceptions and testing; developing classes for linear algebra calculations; an introduction to parallel programming using MPI; designing object-oriented numerical libraries; linear algebra; other programming constructs you might meet; solutions to exercises;....

139p dieptieuung 20-07-2023 7 4   Download

Continued part 1, part 2 of ebook "Introduction to data science: A python approach to concepts, techniques and applications" has presents the following content: unsupervised learning; network analysis; recommender systems; statistical natural language processing for sentiment analysis; parallel computing;...

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Ebook Computer Organization and Architecture/Introduction to Computer Organization and Architecture: Part 2 presents the following content: Computer Arithmetic I; Computer Arithmetic II; Input/Output Organization; Memory Organization Concepts; Introduction to Parallel Processing;... Please refer to the documentation for more details.

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Part 1 of book "Introduction to Parallel Computing (Second edition)" provide with knowledge about: introduction to parallel computing; parallel programming platforms; principles of parallel algorithm design; basic communication operations; analytical modeling of parallel programs; programming using the message-passing paradigm;...

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Continued part 1, part 2 of book "Introduction to Parallel Computing (Second edition)" provide with knowledge about: programming shared address space platforms; dense matrix algorithms; sorting and bibliographic remarks; graph algorithms; search algorithms for discrete optimization problems; dynamic programming; fast fourier transform;...

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Advanced Computer Architecture - Lecture 12: Instruction level parallelism. This lecture will cover the following: introduction to multi cycle pipelined datapath; longer pipelines – FP instructions; loop level parallelism; FP loop hazards; typical MIPS FP pipeline; hazards in longer latency pipeline;...

38p haoasakura 30-05-2022 12 3   Download

We prove that Cayley graphs of SL2 (Fp ) are expanders with respect to the projection of any fixed elements in SL(2, Z) generating a non-elementary subgroup, and with respect to generators chosen at random in SL2 (Fp ). 1. Introduction Expanders are highly-connected sparse graphs widely used in computer science, in areas ranging from parallel computation to complexity theory and cryptography; recently they also have found some remarkable applications in pure mathematics; see [5],[10], [15], [20], [21] and references therein. ...

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text is designed for an introductory probability course at the university level for sophomores, juniors, and seniors in mathematics, physical and social sciences, engineering, and computer science. It presents a thorough treatment of ideas and techniques necessary for a firm understanding of the subject. The text is also recommended for use in discrete probability courses. The material is organized so that the discrete and continuous probability discussions are presented in a separate, but parallel, manner.

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Computing has become a necessary means of scientific study. Even in ancient times, the quantification of gained knowledge played an essential role in the further development of mankind. In this chapter, we will discuss the role of computation in advancing scientific knowledge and outline the current status of computational science. We will only provide a quick tour of the subject here. A more detailed discussion on the development of computational science and computers can be found in Moreau (1984) and Nash (1990).

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Face recognition is still a vividly researched area in computer science. First attempts were made in early 1970-ies, but a real boom happened around 1988, parallel with a large increase in computational power. The first widely accepted algorithm of that time was the PCA or eigenfaces method, which even today is used not only as a benchmark method to compare new methods to, but as a base for many methods derived from the original idea.

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Parallel and distributed computing has offered the opportunity of solving a wide range of computationally intensive problems by increasing the computing power of sequential computers. Although important improvements have been achieved in this field in the last 30 years, there are still many unresolved issues. These issues arise from several broad areas, such as the design of parallel systems and scalable interconnects, the efficient distribution of processing tasks, or the development of parallel algorithms....

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Computer simulation has become an essential par t of science and engineering. Digital analysis of components, in particular, is important when developing new products or optimizing designs. Today a broad spectrum of options for simulation is available; researchers use everything from basic programming languages to various high-level packages implementing advanced methods. Though each of these techniques has its own unique attributes, they all share a common concern: Can you rely on the results?...

101p ruanyuwei1205 01-12-2011 131 28   Download

CHAPTER 13 COMPUTER-AIDED DESIGN Dr. Emory W. Zimmers, Jr., & Technical Staff Enterprise Systems Center Lehigh University Bethlehem, PA 13.1 INTRODUCTION TO COMPUTER-AIDED DESIGN (CAD) 13.1.1 A Historical Perspective of CAD 13.1.2 The Design Process 13.1.3 Applying Computers to Design HARDWARE 13.2.1 Input/Output and Central Processing Unit (CPU) THE COMPUTER 13.3.1 Computer Evolution 13.3.2 Categories of Computers 13.3.3 Central Processing Unit (CPU) 13.3.4 RISC and CISC Computers 13.3.5 Parallel Processing MEMORYSYSTEMS 13.4.1 Organizational Methods 13.4.

22p hadalabo 29-09-2010 207 4   Download