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Architectural support for the orchestration of fine-grained multiprocessing for portable streaming applications

  • Author(s): Boutellier, J
  • Cevrero, A
  • Brisk, P
  • Ienne, P
  • et al.

Published Web Location

http://www1.cs.ucr.edu/faculty/philip/papers/workshops-posters/sips09/sips09-schedule.pdf
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Abstract

Handheld devices are expected to start using fine-grained ASIC accelerators to meet energy-efficiency requirements of increasingly complex applications, e.g., video decoding and reconfigurable radio. To avoid overhead, static multiprocessor schedules are preferable for orchestrating fine-grained accelerators. However, as modern applications use accelerators in irregular patterns, static scheduling leads to low hardware utilization. Run-time scheduling for fine-grained accelerators solves the utilization problem, but easily produces significant overhead. We propose an efficient Accelerator Management Unit (AMU), implemented in hardware. E.g., in video decoding, the AMU takes 3 to 18 cycles to compute a macroblock decoding schedule. The CPU may perform useful work, as the AMU does independent task dispatching. Two experiments are performed, where the AMU is integrated into an FPGA-based multiprocessing prototype system. One experiment does AMU-orchestrated MPEG-4 video decoding and the other demonstrates that the AMU enables low-overhead dynamic scheduling and produces a significant performance advantage over static scheduling. ©2009 IEEE.

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