Emerging Memory Technologies

Emerging Memory Technologies
Author: Yuan Xie
Publisher: Springer Science & Business Media
Total Pages: 321
Release: 2013-10-21
Genre: Technology & Engineering
ISBN: 144199551X

This book explores the design implications of emerging, non-volatile memory (NVM) technologies on future computer memory hierarchy architecture designs. Since NVM technologies combine the speed of SRAM, the density of DRAM, and the non-volatility of Flash memory, they are very attractive as the basis for future universal memories. This book provides a holistic perspective on the topic, covering modeling, design, architecture and applications. The practical information included in this book will enable designers to exploit emerging memory technologies to improve significantly the performance/power/reliability of future, mainstream integrated circuits.

Exploring Memory Hierarchy Design with Emerging Memory Technologies

Exploring Memory Hierarchy Design with Emerging Memory Technologies
Author: Guangyu Sun
Publisher: Springer Science & Business Media
Total Pages: 126
Release: 2013-09-18
Genre: Technology & Engineering
ISBN: 3319006819

This book equips readers with tools for computer architecture of high performance, low power, and high reliability memory hierarchy in computer systems based on emerging memory technologies, such as STTRAM, PCM, FBDRAM, etc. The techniques described offer advantages of high density, near-zero static power, and immunity to soft errors, which have the potential of overcoming the “memory wall.” The authors discuss memory design from various perspectives: emerging memory technologies are employed in the memory hierarchy with novel architecture modification; hybrid memory structure is introduced to leverage advantages from multiple memory technologies; an analytical model named “Moguls” is introduced to explore quantitatively the optimization design of a memory hierarchy; finally, the vulnerability of the CMPs to radiation-based soft errors is improved by replacing different levels of on-chip memory with STT-RAMs.

Phase Change Memory

Phase Change Memory
Author: Moinuddin Khalil Ahmed Qureshi
Publisher: Morgan & Claypool Publishers
Total Pages: 137
Release: 2012
Genre: Computers
ISBN: 160845665X

As conventional memory technologies such as DRAM and Flash run into scaling challenges, architects and system designers are forced to look at alternative technologies for building future computer systems. This synthesis lecture begins by listing the requirements for a next generation memory technology and briefly surveying the landscape of novel non-volatile memories. Among these, Phase Change Memory (PCM) is emerging as a leading contender, and the authors discuss the material, device, and circuit advances underlying this exciting technology. The lecture then describes architectural solutions to enable PCM for main memories. Finally, the authors explore the impact of such byte-addressable non-volatile memories on future storage and system designs. Table of Contents: Next Generation Memory Technologies / Architecting PCM for Main Memories / Tolerating Slow Writes in PCM / Wear Leveling for Durability / Wear Leveling Under Adversarial Settings / Error Resilience in Phase Change Memories / Storage and System Design With Emerging Non-Volatile Memories

Cache and Memory Hierarchy Design

Cache and Memory Hierarchy Design
Author: Steven A. Przybylski
Publisher: Elsevier
Total Pages: 238
Release: 2014-06-28
Genre: Computers
ISBN: 0080500595

An authoritative book for hardware and software designers. Caches are by far the simplest and most effective mechanism for improving computer performance. 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 times. It presents useful data on the relative performance of a wide spectrum of machines and offers empirical and analytical evaluations of the underlying phenomena. This book will help computer professionals appreciate the impact of caches and enable designers to maximize performance given particular implementation constraints.

Artificial Intelligence and Algorithms in Intelligent Systems

Artificial Intelligence and Algorithms in Intelligent Systems
Author: Radek Silhavy
Publisher: Springer
Total Pages: 515
Release: 2018-05-26
Genre: Technology & Engineering
ISBN: 3319911899

This book presents the latest trends and approaches in artificial intelligence research and its application to intelligent systems. It discusses hybridization of algorithms, new trends in neural networks, optimisation algorithms and real-life issues related to the application of artificial methods. The book constitutes the second volume of the refereed proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems of the 7th Computer Science On-line Conference 2018 (CSOC 2018), held online in April 2018.

Durable Phase-Change Memory Architectures

Durable Phase-Change Memory Architectures
Author:
Publisher: Academic Press
Total Pages: 148
Release: 2020-02-21
Genre: Computers
ISBN: 0128187557

Advances in Computers, Volume 118, the latest volume in this innovative series published since 1960, presents detailed coverage of new advancements in computer hardware, software, theory, design and applications. Chapters in this updated release include Introduction to non-volatile memory technologies, The emerging phase-change memory, Phase-change memory architectures, Inter-line level schemes for handling hard errors in PCMs, Handling hard errors in PCMs by using intra-line level schemes, and Addressing issues with MLC Phase-change Memory. Gives a comprehensive overlook of new memory technologies, including PCM Provides reliability features with an in-depth discussion of physical mechanisms that are currently limiting PCM capabilities Covers the work of well-known authors and researchers in the field Includes volumes that are devoted to single themes or subfields of computer science

Memory-Hierarchy Design

Memory-Hierarchy Design
Author: Ethan Ball
Publisher: Createspace Independent Publishing Platform
Total Pages: 112
Release: 2017-01-30
Genre:
ISBN: 9781542701860

Computer pioneers correctly predicted that programmers would want unlimited amounts of fast memory. An economical solution to that desire is a memory hierarchy, which takes advantage of locality and cost/performance of memory technologies. The principle of locality, presented in the first chapter, says that most programs do not access all code or data uniformly (see section 1.6, page 38). This principle, plus the guideline that smaller hardware is faster, led to the hierarchy based on memories of different speeds and sizes. Since fast memory is expensive, a memory hierarchy is organized into several levels-each smaller, faster, and more expensive per byte than the next level. The goal is to provide a memory system with cost almost as low as the cheapest level of memory and speed almost as fast as the fastest level. The levels of the hierarchy usually subset one another; all data in one level is also found in the level below, and all data in that lower level is found in the one below it, and so on until we reach the bottom of the hierarchy. Note that each level maps addresses from a larger memory to a smaller but faster memory higher in the hierarchy.