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Generalized MultiAmdahl: Optimization of Heterogeneous Multi-Accelerator SoC

Amir Morad [et al.] - Nama Orang;

Consider a workload comprising a consecutive sequence of program execution segments, where each segment can either be executed on general purpose processor or offloaded to a hardware accelerator. An analytical optimization framework based on MultiAmdhal framework and Lagrange multipliers, for selecting the optimal set of accelerators and for allocating resources among them under constrained area is proposed. Due to the practical implementation of accelerators, the optimal architecture under area constraints may exclude some of the accelerators. As the fraction of the workload that can be accelerated decreases, resources (e.g. area) may shift from accelerators into the general purpose processor. The framework can be extended in a number of ways, spanning from SoC partitioning, bandwidth to power distribution, energy and other constrained resources.


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Informasi Detail
Judul Seri
COMPUTER ARCHITECTURE
No. Panggil
-
Penerbit
Sweden : IEEE Computer Architecture Letters., 2014
Deskripsi Fisik
IEEE COMPUTER ARCHITECTURE LETTERS, VOL. 13, NO. 1, JANUARY-JUNE 2014
Bahasa
English
ISBN/ISSN
Digital Object Ident
Klasifikasi
-
Tipe Isi
-
Tipe Media
-
Tipe Pembawa
-
Edisi
VOL. 13, NO. 1, JANUARY-JUNE 2014
Subjek
ARSITEKTUR KOMPUTER
Info Detail Spesifik
-
Pernyataan Tanggungjawab
deliza
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  • FULLTEXT: Generalized MultiAmdahl: Optimization of Heterogeneous Multi-Accelerator SoC
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