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Today, computer-system optimization, at both the hardware and software levels, must consider the details of the memory system in its analysis; failing...Savoir plus
In the last few years, power dissipation has become an important design constraint, on par with performance, in the design of new computer systems. Wh...Savoir plus
This historical survey of parallel processing from 1980 to 2020 is a follow-up to the authors' 1981 Tutorial on Parallel Processing , which covered th...Savoir plus
This historical survey of parallel processing from 1980 to 2020 is a follow-up to the authors' 1981 Tutorial on Parallel Processing, which covered the...Savoir plus
Artificial intelligence has already enabled pivotal advances in diverse fields, yet its impact on computer architecture has only just begun. In partic...Savoir plus
In this book we give an overview of modeling techniques used to describe computer systems to mathematical optimization tools. We give a brief introduc...Savoir plus
Quantum computers can (in theory) solve certain problems far faster than a classical computer running any known classical algorithm. While existing te...Savoir plus
To date, the most common form of simulators of computer systems are software-based running on standard computers. One promising approach to improve si...Savoir plus
This book provides a thorough overview of the state-of-the-art field-programmable gate array (FPGA)-based robotic computing accelerator designs and su...Savoir plus
This book summarizes the landscape of cache replacement policies for CPU data caches. The emphasis is on algorithmic issues, so the authors start by d...Savoir plus
This book describes warehouse-scale computers (WSCs), the computing platforms that power cloud computing and all the great web services we use every d...Savoir plus
This lecture presents a study of the microarchitecture of contemporary microprocessors. The focus is on implementation aspects, with discussions on th...Savoir plus
This Synthesis Lecture focuses on techniques for efficient data orchestration within DNN accelerators. The End of Moore's Law, coupled with the increa...Savoir plus
A key determinant of overall system performance and power dissipation is the cache hierarchy since access to off-chip memory consumes many more cycles...Savoir plus
This book describes deep learning systems: the algorithms, compilers, and processor components to efficiently train and deploy deep learning models fo...Savoir plus
This synthesis lecture presents the current state-of-the-art in applying low-latency, lossless hardware compression algorithms to cache, memory, and t...Savoir plus
Design for security is an essential aspect of the design of future computers. However, security is not well understood by the computer architecture co...Savoir plus
Shrinking feature size and diminishing supply voltage are making circuits sensitive to supply voltage fluctuations within the microprocessor, caused b...Savoir plus
The memory system has the potential to be a hub for future innovation. While conventional memory systems focused primarily on high density, other memo...Savoir plus
This book offers a comprehensive survey of shared-memory synchronization, with an emphasis on "systems-level" issues. It includes sufficient coverage ...Savoir plus
The exact size of a CMP's cores can vary from very simple pipelines to moderately complex superscalar processors, but once a core has been selected th...Savoir plus
This book focuses on the core question of the necessary architectural support provided by hardware to efficiently run virtual machines, and of the cor...Savoir plus
An era of big data demands datacenters, which house the computing infrastructure that translates raw data into valuable information. This book defines...Savoir plus
Performance evaluation is at the foundation of computer architecture research and development. Contemporary microprocessors are so complex that archit...Savoir plus