Invasive Tightly Coupled Processor Arrays

Softcover Nachdruck of the original 1. Auflage 2016
ISBN: 978-981-10-9317-3
Verlag: Springer Nature Singapore

Buch, Englisch, 149 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 2759 g

Reihe: Computer Architecture and Design Methodologies

This book introduces new massively parallel computer (MPSoC) architectures called invasive tightly coupled processor arrays. It proposes strategies, architecture designs, and programming interfaces for invasive TCPAs that allow invading and subsequently executing loop programs with strict requirements or guarantees of non-functional execution qualities such as performance, power consumption, and reliability. For the first time, such a configurable processor array architecture consisting of locally interconnected VLIW processing elements can be claimed by programs, either in full or in part, using the principle of invasive computing. Invasive TCPAs provide unprecedented energy efficiency for the parallel execution of nested loop programs by avoiding any global memory access such as GPUs and may even support loops with complex dependencies such as loop-carried dependencies that are not amenable to parallel execution on GPUs. For this purpose, the book proposes different invasion strategies for claiming a desired number of processing elements (PEs) or region within a TCPA exclusively for an application according to performance requirements. It not only presents models for implementing invasion strategies in hardware, but also proposes two distinct design flavors for dedicated hardware components to support invasion control on TCPAs.

Zielgruppe

Research

Autoren/Hrsg.

Lari, Vahid

Fachgebiete

• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Bauelemente, Schaltkreise
• Mathematik | Informatik EDV | Informatik Technische Informatik Großrechner & Minicomputer
• Technische Wissenschaften Technik Allgemein Systems Engineering
• Mathematik | Informatik EDV | Informatik Informatik Rechnerarchitektur
• Mathematik | Informatik EDV | Informatik Technische Informatik Grid-Computing & Paralleles Rechnen

Inhaltsverzeichnis

Introduction.- Invasive Tightly Coupled Processor Arrays.- Self-adaptive Power and Energy Management for TCPAs.- On-Demand Fault Tolerance on Massively Parallel Processor Arrays.- Conclusions and Future Work.

Über Autor(innen)

Vahid Lari is a researcher at the Department of Computer Science, Friedrich-Alexander University Erlangen-Nürnberg (FAU), since 2008. He defended his PhD degree on the topic of “Invasive Tightly Coupled Processor Arrays” in November 2015. He received his bachelor degree in computer engineering in 2005 from University of Isfahan, Iran, and master degree in computer architectures in 2007 from Sharif University of Technology, Iran. His main research interests include fault tolerance, programmable hardware accelerators, the design of massively parallel architectures and system level performance evaluation.