TERAFLUX: exploiting dataflow parallelism in teradevices
Proceedings of the 9th conference on Computing Frontiers
Self-Adaptive Fault Tolerance in Multi-/Many-Core Systems
Journal of Electronic Testing: Theory and Applications
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Future computing systems (Teradevices) will probably contain more than 1000 cores on a single die. To exploit this parallelism, threaded dataflow execution models are promising, since they provide side-effect free execution and reduced synchronization overhead. But the terascale transistor integration of such chips make them orders of magnitude more vulnerable to voltage fluctuation, radiation, and process variations. This means reliability techniques have to be an essential part of such future systems, too.In this paper, we conceptualize a fault tolerant architecture for a scalable threadeddataflow system. We provide methods to detect permanent, intermittent, and transientfaults during the execution. Furthermore, we propose a recovery technique for dataflow threads.