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Exploration of kc-cycle transient fault-secured datapath and loop unrolling factor for control data flow graphs during high-level synthesis

机译:高阶合成期间控制数据流图的 k c 周期瞬态故障保护数据路径和循环展开因子的探索

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摘要

Simultaneous design space exploration (DSE) of -cycle transient fault-secured datapath and loop unrolling factor (UF) for control data flow graphs (CDFGs) during high-level synthesis is an unsolved problem in the literature. The aforementioned problems are solved with the following specific contributions: (i) a novel DSE methodology that explores an optimal combination of transient fault-secured datapath configuration and loop UF using particle swarm optimisation for CDFG, and (ii) the novel -cycle fault secured algorithm. Finally, the proposed approach when tested on standard benchmarks yielded an optimal solution which minimises the fitness function and satisfies user constraints, as well as achieving significantly reduced cost of the final solution when compared with a recent fault-secured approach.
机译:在高级综合过程中,针对控制数据流图(CDFG)的周期瞬态故障保护数据路径和循环展开因子(UF)的同时设计空间探索(DSE)是文献中尚未解决的问题。通过以下特定贡献解决了上述问题:(i)一种新颖的DSE方法,该方法使用CDFG的粒子群优化方法探索了瞬态故障保护的数据路径配置和环路UF的最佳组合,以及(ii)新的周期故障保护算法。最后,与最近的故障保护方法相比,所提出的方法在标准基准上进行测试时产生了一种最佳解决方案,该解决方案使适应度函数最小化并满足了用户的限制,并且最终解决方案的成本大大降低。

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