منابع مشابه
Toward Cache-Friendly Hardware Accelerators
Increasing demand for power-efficient, high-performance computing has spurred a growing number and diversity of hardware accelerators in mobile Systems on Chip (SoCs) as well as servers and desktops. Despite their energy efficiency, fixed-function accelerators lack programmability, especially compared with general-purpose processors. Today’s accelerators rely on software-managed scratchpad memo...
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Domain specific architecture (DSA) design currently involves a lengthy process that requires significant designer knowledge, experience, and time in arriving at a suitable code generator and architecture for the target application suite. Given the stringent time to market constraints and the dynamic nature of embedded applications, designers face a huge challenge in delivering high performance ...
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This paper presents the Graph Analytics Repository for Designing Next-generation Accelerators (GARDENIA), a benchmark suite for studying irregular algorithms on massively parallel accelerators. Existing generic benchmarks for accelerators have mainly focused on high performance computing (HPC) applications with limited control and data irregularity, while available graph analytics benchmarks do...
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Modern SoCs make extensive use of specialized hardware accelerators to meet the demanding energy-efficiency requirements of demanding applications, such as computer graphics and video encoding/decoding. Unfortunately, the state of the art is a sea of heterogeneous fixed-function processing units wired together in an ad-hoc fashion, with dedicated memory spaces and a wide variety of host-acceler...
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| F or reachability analysis of Petri-nets an FPGA-based accelerator is proposed. Since the simple components of Petri-nets can be easily realized in high-density FPGAs, the complete problem can be mapped to silicon providing a solution environment faster than the traditional software-based simulators. Some classes of Petri-nets support the compositional analysis, this way the limited capacity ...
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ژورنال
عنوان ژورنال: Communications of the ACM
سال: 2020
ISSN: 0001-0782,1557-7317
DOI: 10.1145/3361682