Invasive Tightly Coupled Processor Arrays

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.

Provides extensive experimental evaluations of the performance, energy efficiency, and reliability benefits of using invasive TCPAs Offers step-by-step procedures for implementing invasive TCPAs, supported by examples and figures Uses sound mathematical models to further our understanding of the performance, energy consumption, and reliability that are unique to invasive TPCAs Includes supplementary material: sn.pub/extras

Auteur

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.

Contenu

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.