Reliable and Energy Efficient Streaming Multiprocessor Systems

Description

This book discusses analysis, design and optimization techniques for streaming multiprocessor systems, while satisfying a given area, performance, and energy budget. The authors describe design flows for both application-specific and general purpose streaming systems. Coverage also includes the use of machine learning for thermal optimization at run-time, when an application is being executed. The design flow described in this book extends to thermal and energy optimization with multiple applications running sequentially and concurrently. Front Matter ....Pages i-xiv Introduction (Anup Kumar Das, Akash Kumar, Bharadwaj Veeravalli, Francky Catthoor)....Pages 1-21 Operational Semantics of Application and Reliability Model (Anup Kumar Das, Akash Kumar, Bharadwaj Veeravalli, Francky Catthoor)....Pages 23-32 Literature Survey on System-Level Optimizations Techniques (Anup Kumar Das, Akash Kumar, Bharadwaj Veeravalli, Francky Catthoor)....Pages 33-44 Reliability and Energy-Aware Platform-Based Multiprocessor Design (Anup Kumar Das, Akash Kumar, Bharadwaj Veeravalli, Francky Catthoor)....Pages 45-74 Reliability and Energy-Aware Co-design of Multiprocessor Systems (Anup Kumar Das, Akash Kumar, Bharadwaj Veeravalli, Francky Catthoor)....Pages 75-101 Design-Time Analysis for Fault-Tolerance (Anup Kumar Das, Akash Kumar, Bharadwaj Veeravalli, Francky Catthoor)....Pages 103-125 Run-Time Adaptations for Lifetime Improvement (Anup Kumar Das, Akash Kumar, Bharadwaj Veeravalli, Francky Catthoor)....Pages 127-142 Conclusions and Future Directions (Anup Kumar Das, Akash Kumar, Bharadwaj Veeravalli, Francky Catthoor)....Pages 143-147