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Embedded Processor-In-Memory Architecture for Accelerating Arithmetic Operations

Authors :
Paul J. Fortier
Richard Muri
Source :
HPEC
Publication Year :
2019
Publisher :
IEEE, 2019.

Abstract

A processor-in-memory (PIM) computer architecture is any design that performs some subset of logical operations in the same location as memory. The traditional model of computing involves a processor loading data from memory to perform operations, with a bus connecting the processor and memory. While this technique works well in many situations, a growing gap between memory performance and processor performance has led some researchers to develop alternative architectures.This paper details the implementation of a PIM architecture in a soft core microcontroller used to accelerate applications limited by register file size. Using an Artix-7 FPGA, an ATmega103 microcontroller soft core is modified to include a PIM core as an accelerator. The sample application of AES encryption provides a comparison between the baseline processor and the PIM enhanced machine. AES encryption using the modified microcontroller requires 38% fewer clock cycles without relying on application specific improvements, at the expense of increased program memory size and FPGA fabric utilization.

Details

Database :
OpenAIRE
Journal :
2019 IEEE High Performance Extreme Computing Conference (HPEC)
Accession number :
edsair.doi...........c4f95730bce0f548cf60344f66324dc1
Full Text :
https://doi.org/10.1109/hpec.2019.8916496