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A Graph-Based Program Representation for Analyzing Hardware Specialization Approaches

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Abstract—Hardware specialization has emerged as a promising paradigm for future microprocessors. Unfortunately, it is natural to develop and evaluate such architectures within end-to-end vertical silos spanning application, language/ compiler, hardware design and evaluation tools, leaving little opportunity for cross-architecture analysis and innovation. This paper develops a novel program representation suitable for modeling heterogeneous architectures with specialized hardware, called the transformable dependence graph (TDG), which combines semantic information about program properties and low-level hardware events in a single representation. We Demonstrate, using four example architectures from the literature, that the TDG is a feasible, simple, and accurate modeling technique for transparent specialization architectures, enabling cross-domain comparison and design-space exploration.

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Informasi Detail

Judul Seri

COMPUTER ARCHITECTURE

No. Panggil

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Penerbit

Sweden : IEEE Computer Architecture Letters., 2015

Deskripsi Fisik

IEEE COMPUTER ARCHITECTURE LETTERS, VOL. 14, NO. 2, JULY-DECEMBER 2015

Bahasa

English

ISBN/ISSN

Digital Object Ident

Klasifikasi

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Tipe Isi

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Tipe Media

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Tipe Pembawa

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Edisi

VOL. 14, NO. 2, JULY-DECEMBER 2015

Subjek

ARSITEKTUR KOMPUTER

Info Detail Spesifik

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Pernyataan Tanggungjawab

deliza

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