Recent advances in Deep Neural Networks (DNNs) have led to active development of
specialized DNN accelerators, many of which feature a large number of processing …

Heterogeneous reconfigurable systems provide drastically higher performance and lower
power consumption than traditional CPU-centric systems. Moreover, they do it at much lower …

Design for Embedded Image Processing on FPGAs Bridge the gap between software and
hardware with this foundational design reference Field-programmable gate arrays (FPGAs) …

The paper surveys a decade of R&D on coarse grain reconfigurable hardware and related
CAD, points out why this emerging discipline is heading toward a dichotomy of computing …

Microprocessors and memory systems suffer from a growing gap in performance. We
introduce Active Pages, a computation model which addresses this gap by shifting data …

Iterative compiler optimization has been shown to outperform static approaches. This,
however, is at the cost of large numbers of evaluations of the program. This paper develops …

Simultaneous multithreading is a processor design which consumes both thread-level and
instruction-level parallelism. In SMT processors, thread-level parallelism can come from …

This article describes the Digital Continuous Profiling Infrastructure, a sampling-based
profiling system designed to run continuously on production systems. The system supports …

" Modern Compiler Design" makes the topic of compiler design more accessible by focusing
on principles and techniques of wide application. By carefully distinguishing between the …

Presents the case for billion-transistor processor architectures that will consist of chip
multiprocessors (CMPs): multiple (four to 16) simple, fast processors on one chip. In their …