Timing enclaves for performance in Lingua Franca

被引:0
|
作者
Robledo, Julian [1 ]
Menar, Christian [1 ]
Jellum, Erling [2 ]
Lee, Edward A. [3 ]
Castrillon, Jeronimo [1 ]
机构
[1] Tech Univ Dresden, Dresden, Germany
[2] NTNU, Trondheim, Norway
[3] Univ Calif Berkeley, Berkeley, CA 94720 USA
关键词
Baseband processing; models of computation; reactors;
D O I
10.1109/FDL63219.2024.10673834
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The reactor model is a model of computation for concurrent systems that includes semantics for time to guarantee deterministic execution of events. However, the guarantee of determinism comes at the price of raising the complexity of building a runtime scheduling algorithm that efficiently exploit parallelism of real time systems. In this paper we propose a methodology called "timing enclaves" for partitioning of reactor programs written using Lingua Franca, a novel coordination language that implements the reactor model. Timing enclaves decouple the timeline of an application to use multiple schedulers that allow parallel computation while preserving determinism. We evaluate our approach on a baseband processing benchmark, a complex use case with a high degree of parallelism and real-time constraints. We show that our approach has performance comparable to a prior asynchronous and nondeterministic implementation while ensuring determinism.
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页码:18 / 26
页数:9
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