DocumentCode :
88382
Title :
A Multi-Granularity FPGA With Hierarchical Interconnects for Efficient and Flexible Mobile Computing
Author :
Fang-Li Yuan ; Wang, Cheng C. ; Tsung-Han Yu ; Markovic, Dejan
Author_Institution :
Univ. of California, Los Angeles, Los Angeles, CA, USA
Volume :
50
Issue :
1
fYear :
2015
fDate :
Jan. 2015
Firstpage :
137
Lastpage :
149
Abstract :
Following the rapid expansion of mobile computing, mobile system-on-a-chip (SoC) designs have off-loaded most compute-intensive tasks to dedicated accelerators to improve energy and area efficiency. An increasing number of accelerators in power-limited SoCs results in large regions of “dark silicon.” Unlike processors, dedicated hardware is inflexible, so any changes would require a chip re-design, which significantly impacts cost and timeline. To address the need for efficiency and flexibility, this work presents a multi-granularity FPGA suitable for mobile computing. Occupying 20.5 mm 2 in 40 nm CMOS, the chip incorporates fine-grained configurable logic blocks, medium-grained DSP processors and reconfigurable block RAMs, and two coarse-grained kernels: a 64- to 8192-point FFT processor and a 16-core universal DSP for software-defined radios. Using a mix-radix hierarchical interconnect, the chip achieves a 3-4× interconnect area reduction over commercial FPGAs for comparable connectivity, reducing overall area and leakage by 2-2.5×, and delivering up to 50% lower active power. With coarse-grained kernels, the energy efficiency reaches within 4-5× of ASIC designs.
Keywords :
application specific integrated circuits; digital signal processing chips; fast Fourier transforms; field programmable gate arrays; integrated circuit design; integrated circuit interconnections; mobile computing; random-access storage; system-on-chip; ASIC designs; FFT processor; area efficiency; coarse-grained kernels; dark silicon; energy efficiency; fast Fourier transform; fine-grained configurable logic blocks; interconnect area reduction; medium-grained DSP processors; mix-radix hierarchical interconnect; mobile computing; multigranularity FPGA; power-limited SoC; reconfigurable block RAM; size 40 nm; software-defined radios; system-on-a-chip designs; universal DSP; Digital signal processing; Field programmable gate arrays; Hardware; Integrated circuit interconnections; Logic gates; Routing; System-on-chip; Digital integrated circuits; digital signal processors (DSPs); fast Fourier transform (FFT); field programmable gate arrays (FPGAs); interconnect networks; low-power design;
fLanguage :
English
Journal_Title :
Solid-State Circuits, IEEE Journal of
Publisher :
ieee
ISSN :
0018-9200
Type :
jour
DOI :
10.1109/JSSC.2014.2372034
Filename :
6982237
Link To Document :
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