A Primer on Compression in the Memory Hierarchy
Title | A Primer on Compression in the Memory Hierarchy PDF eBook |
Author | Somayeh Sardashti |
Publisher | Springer Nature |
Pages | 70 |
Release | 2022-05-31 |
Genre | Technology & Engineering |
ISBN | 303101751X |
This synthesis lecture presents the current state-of-the-art in applying low-latency, lossless hardware compression algorithms to cache, memory, and the memory/cache link. There are many non-trivial challenges that must be addressed to make data compression work well in this context. First, since compressed data must be decompressed before it can be accessed, decompression latency ends up on the critical memory access path. This imposes a significant constraint on the choice of compression algorithms. Second, while conventional memory systems store fixed-size entities like data types, cache blocks, and memory pages, these entities will suddenly vary in size in a memory system that employs compression. Dealing with variable size entities in a memory system using compression has a significant impact on the way caches are organized and how to manage the resources in main memory. We systematically discuss solutions in the open literature to these problems. Chapter 2 provides the foundations of data compression by first introducing the fundamental concept of value locality. We then introduce a taxonomy of compression algorithms and show how previously proposed algorithms fit within that logical framework. Chapter 3 discusses the different ways that cache memory systems can employ compression, focusing on the trade-offs between latency, capacity, and complexity of alternative ways to compact compressed cache blocks. Chapter 4 discusses issues in applying data compression to main memory and Chapter 5 covers techniques for compressing data on the cache-to-memory links. This book should help a skilled memory system designer understand the fundamental challenges in applying compression to the memory hierarchy and introduce him/her to the state-of-the-art techniques in addressing them.
Memory Design Techniques for Low Energy Embedded Systems
Title | Memory Design Techniques for Low Energy Embedded Systems PDF eBook |
Author | Alberto Macii |
Publisher | Springer Science & Business Media |
Pages | 150 |
Release | 2013-03-14 |
Genre | Technology & Engineering |
ISBN | 1475758081 |
Memory Design Techniques for Low Energy Embedded Systems centers one of the most outstanding problems in chip design for embedded application. It guides the reader through different memory organizations and technologies and it reviews the most successful strategies for optimizing them in the power and performance plane.
Advanced Memory Optimization Techniques for Low-Power Embedded Processors
Title | Advanced Memory Optimization Techniques for Low-Power Embedded Processors PDF eBook |
Author | Manish Verma |
Publisher | Springer Science & Business Media |
Pages | 192 |
Release | 2007-06-20 |
Genre | Technology & Engineering |
ISBN | 1402058977 |
This book proposes novel memory hierarchies and software optimization techniques for the optimal utilization of memory hierarchies. It presents a wide range of optimizations, progressively increasing in the complexity of analysis and of memory hierarchies. The final chapter covers optimization techniques for applications consisting of multiple processes found in most modern embedded devices.
Low-Power Electronics Design
Title | Low-Power Electronics Design PDF eBook |
Author | Christian Piguet |
Publisher | CRC Press |
Pages | 912 |
Release | 2018-10-03 |
Genre | Technology & Engineering |
ISBN | 1420039555 |
The power consumption of integrated circuits is one of the most problematic considerations affecting the design of high-performance chips and portable devices. The study of power-saving design methodologies now must also include subjects such as systems on chips, embedded software, and the future of microelectronics. Low-Power Electronics Design covers all major aspects of low-power design of ICs in deep submicron technologies and addresses emerging topics related to future design. This volume explores, in individual chapters written by expert authors, the many low-power techniques born during the past decade. It also discusses the many different domains and disciplines that impact power consumption, including processors, complex circuits, software, CAD tools, and energy sources and management. The authors delve into what many specialists predict about the future by presenting techniques that are promising but are not yet reality. They investigate nanotechnologies, optical circuits, ad hoc networks, e-textiles, as well as human powered sources of energy. Low-Power Electronics Design delivers a complete picture of today's methods for reducing power, and also illustrates the advances in chip design that may be commonplace 10 or 15 years from now.
Low-Power Processors and Systems on Chips
Title | Low-Power Processors and Systems on Chips PDF eBook |
Author | Christian Piguet |
Publisher | CRC Press |
Pages | 424 |
Release | 2018-10-03 |
Genre | Technology & Engineering |
ISBN | 1351836471 |
The power consumption of microprocessors is one of the most important challenges of high-performance chips and portable devices. In chapters drawn from Piguet's recently published Low-Power Electronics Design, this volume addresses the design of low-power microprocessors in deep submicron technologies. It provides a focused reference for specialists involved in systems-on-chips, from low-power microprocessors to DSP cores, reconfigurable processors, memories, ad-hoc networks, and embedded software. Low-Power Processors and Systems on Chips is organized into three broad sections for convenient access. The first section examines the design of digital signal processors for embedded applications and techniques for reducing dynamic and static power at the electrical and system levels. The second part describes several aspects of low-power systems on chips, including hardware and embedded software aspects, efficient data storage, networks-on-chips, and applications such as routing strategies in wireless RF sensing and actuating devices. The final section discusses embedded software issues, including details on compilers, retargetable compilers, and coverification tools. Providing detailed examinations contributed by leading experts, Low-Power Processors and Systems on Chips supplies authoritative information on how to maintain high performance while lowering power consumption in modern processors and SoCs. It is a must-read for anyone designing modern computers or embedded systems.
Cache and Memory Hierarchy Design
Title | Cache and Memory Hierarchy Design PDF eBook |
Author | Steven A. Przybylski |
Publisher | Morgan Kaufmann |
Pages | 1017 |
Release | 1990 |
Genre | Computers |
ISBN | 1558601368 |
A widely read and authoritative book for hardware and software designers. This innovative book exposes the characteristics of performance-optimal single- and multi-level cache hierarchies by approaching the cache design process through the novel perspective of minimizing execution time.
Memory Allocation Problems in Embedded Systems
Title | Memory Allocation Problems in Embedded Systems PDF eBook |
Author | Maria Soto |
Publisher | John Wiley & Sons |
Pages | 149 |
Release | 2013-01-24 |
Genre | Computers |
ISBN | 1118577663 |
Embedded systems are everywhere in contemporary life and are supposed to make our lives more comfortable. In industry, embedded systems are used to manage and control complex systems (e.g. nuclear power plants, telecommunications and flight control) and they are also taking an important place in our daily activities (e.g. smartphones, security alarms and traffic lights). In the design of embedded systems, memory allocation and data assignment are among the main challenges that electronic designers have to face. In fact, they impact heavily on the main cost metrics (power consumption, performance and area) in electronic devices. Thus designers of embedded systems have to pay careful attention in order to minimize memory requirements, thus improving memory throughput and limiting the power consumption by the system’s memory. Electronic designers attempt to minimize memory requirements with the aim of lowering the overall system costs. A state of the art of optimization techniques for memory management and data assignment is presented in this book.