English

Rosebud: Making FPGA-Accelerated Middlebox Development More Pleasant

Hardware Architecture 2023-03-20 v3

Abstract

We introduce an approach to designing FPGA-accelerated middleboxes that simplifies development, debugging, and performance tuning by decoupling the tasks of hardware-accelerator implementation and software-application programming. Rosebud is a framework that links hardware accelerators to a high-performance packet processing pipeline through a standardized hardware/software interface. This separation of concerns allows hardware developers to focus on optimizing custom accelerators while freeing software programmers to reuse, configure, and debug accelerators in a fashion akin to software libraries. We show the benefits of the Rosebud framework by building a firewall based on a large blacklist and porting the Pigasus IDS pattern-matching accelerator in less than a month. Our experiments demonstrate that Rosebud delivers high performance, serving ~200 Gbps of traffic while adding only 0.7-7 microseconds of latency.

Keywords

Cite

@article{arxiv.2201.08978,
  title  = {Rosebud: Making FPGA-Accelerated Middlebox Development More Pleasant},
  author = {Moein Khazraee and Alex Forencich and George Papen and Alex C. Snoeren and Aaron Schulman},
  journal= {arXiv preprint arXiv:2201.08978},
  year   = {2023}
}

Comments

20 pages. Final version, to appear in ASPLOS23

R2 v1 2026-06-24T08:58:25.095Z