Scalable Processor Core for High-speed Pattern Matching Architecture on FPGA

被引:0
作者
Alyushin, A. V. [1 ]
Alyushin, S. A. [1 ]
Arkhangelsky, V. G. [2 ]
机构
[1] Natl Res Nucl Univ MEPHi, Moscow Engn Phys Inst, Moscow 115409, Russia
[2] Ctr Informat Technol & Syst Execut Power Author, Moscow 123557, Russia
来源
2016 THIRD INTERNATIONAL CONFERENCE ON DIGITAL INFORMATION PROCESSING, DATA MINING, AND WIRELESS COMMUNICATIONS (DIPDMWC) | 2016年
关键词
Field-Programmable Gate Array (FPGA); parallel architectures; stream pattern matching; bit-vector; packet classification; self-organizing maps (SOM);
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent pattern matching architecture researches, there has been much attention to high-throughput implementations with reconfiguration on the fly on FPGAs as well as ASICs. In this paper, we propose to use self-organizing approach to synthesize two-dimensional map (cluster) of a simple processing units with lateral links for fast pattern matching of one-dimensional input event. We suggest scalable processor core with heterogeneous cluster architecture. Experimental results show that the proposed architecture has advantages over the previously developed architectures in the terms of operating frequency, time delay and data bandwidth. For state-of-the-art FPGA we achieve operating frequency 600-500 MHz for the processor core with single cluster (input pattern of 8-512 bits, rule set of 64 bits), 490-440 MHz for the processor core with multiple clusters (rule set of 128 - 4096 bits, input pattern of 512 bits). Each cluster is characterized by low pipeline time delay of 3 similar to 5 clock cycles.
引用
收藏
页码:148 / 153
页数:6
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