CoRAM: an in-fabric memory architecture for FPGA-based computing

  • Authors:
  • Eric S. Chung;James C. Hoe;Ken Mai

  • Affiliations:
  • Carnegie Mellon University, Pittsburgh, PA, USA;Carnegie Mellon University, Pittsburgh, PA, USA;Carnegie Mellon University, Pittsburgh, PA, USA

  • Venue:
  • Proceedings of the 19th ACM/SIGDA international symposium on Field programmable gate arrays
  • Year:
  • 2011

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Abstract

FPGAs have been used in many applications to achieve orders-of-magnitude improvement in absolute performance and energy efficiency relative to conventional microprocessors. Despite their promise in both processing performance and efficiency, FPGAs have not yet gained widespread acceptance as mainstream computing devices. A fundamental obstacle to FPGA-based computing today is the FPGA's lack of a common, scalable memory architecture. When developing applications for FPGAs, designers are often directly responsible for crafting the application-specific infrastructure logic that manages and transports data to and from the processing kernels. This infrastructure not only increases design time and effort but will frequently lock a design to a particular FPGA product line, hindering scalability and portability. We propose a new FPGA memory architecture called Connected RAM (CoRAM) to serve as a portable bridge between the distributed computation kernels and the external memory interfaces. In addition to improving performance and efficiency, the CoRAM architecture provides a virtualized memory environment as seen by the hardware kernels to simplify development and to improve an application's portability and scalability.