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Energy-aware interconnect resource reduction through buffer access manipulation for data-centric applications

  • Stony Brook University
  • Korea University

Research output: Contribution to journalArticlepeer-review

Abstract

This paper presents a methodology for reducing interconnect resources in reconfigurable platforms such as field-programmable gate arrays (FPGAs). This methodology utilizes the techniques developed for the buffer-based dataflow, a new design representation suitable for implementing data-centric applications in a reconfigurable platform. In a buffer-based dataflow, nodes correspond to processing blocks and buffer controllers represent the interconnects between the processing blocks. Since we can isolate the functional execution and data transfer of each node by using buffer controllers, a buffer-based dataflow is helpful for reducing overall design time and for increasing reconfigurability. In this paper, we propose a sharing methodology that can reduce the buffer memory and the number of buses used in the realization of a buffer-based dataflow. By reducing the resources allocated to buffer controllers, we can achieve interconnect resource reduction. The proposed sharing methodology can increase the dynamic energy consumption due to the increased port-loading capacitance. By using the energy consumption model determined by the costs of buffers and buses, we investigate whether the sharing case with the minimum resources corresponds to the sharing case consuming the minimum energy or not. We evaluate the proposed sharing methodology with the dataflow graphs representing data-centric applications such as SIRF, IPv4, MC-CDMA transmitter and receiver.

Original languageEnglish
Article number5437217
Pages (from-to)818-831
Number of pages14
JournalIEEE Transactions on Very Large Scale Integration (VLSI) Systems
Volume19
Issue number5
DOIs
StatePublished - May 2011

Keywords

  • Buffer-based dataflow
  • field-programmable gate array (FPGA)
  • interconnect resource reduction
  • reconfigurable architecture

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