Book Image

Modern Computer Architecture and Organization – Second Edition - Second Edition

By : Jim Ledin
Book Image

Modern Computer Architecture and Organization – Second Edition - Second Edition

By: Jim Ledin

Overview of this book

Are you a software developer, systems designer, or computer architecture student looking for a methodical introduction to digital device architectures, but are overwhelmed by the complexity of modern systems? This step-by-step guide will teach you how modern computer systems work with the help of practical examples and exercises. You’ll gain insights into the internal behavior of processors down to the circuit level and will understand how the hardware executes code developed in high-level languages. This book will teach you the fundamentals of computer systems including transistors, logic gates, sequential logic, and instruction pipelines. You will learn details of modern processor architectures and instruction sets including x86, x64, ARM, and RISC-V. You will see how to implement a RISC-V processor in a low-cost FPGA board and write a quantum computing program and run it on an actual quantum computer. This edition has been updated to cover the architecture and design principles underlying the important domains of cybersecurity, blockchain and bitcoin mining, and self-driving vehicles. By the end of this book, you will have a thorough understanding of modern processors and computer architecture and the future directions these technologies are likely to take.
Table of Contents (21 chapters)
18
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19
Index

SIMD processing

Processors that issue a single instruction involving zero, one, or two data items per clock cycle are referred to as scalar processors. Processors capable of issuing multiple instructions per clock cycle, though not explicitly executing vector processing instructions, are called superscalar processors. Some algorithms benefit from explicitly vectorized execution, which means performing the same operation on many data items simultaneously. Processor instructions tailored to such tasks are called single-instruction, multiple-data (SIMD) instructions.

The simultaneously issued instructions in superscalar processors generally perform different tasks on different data, representing a multiple-instruction, multiple-data (MIMD) parallel processing system. Some processing operations, such as the dot product operation used in digital signal processing described in Chapter 6, Specialized Computing Domains, perform the same mathematical operation on an array of values.

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