Title :
On tokens and signals: Bridging the semantic gap between dataflow models and hardware implementations
Author :
Tripakis, Stavros ; Limaye, Rhishikesh ; Ravindran, Kaliappa ; Guoqiang Wang
Author_Institution :
Univ. of California, Berkeley, Berkeley, CA, USA
Abstract :
Dataflow models serve as useful abstractions of digital hardware in signal processing and other application domains. But when can one say that a certain dataflow model faithfully captures a given piece of hardware? To answer this question we develop a formal conformance relation between the heterogeneous formalisms of (1) finite state machines with synchronous semantics, used to model hardware, and (2) asynchronous processes communicating via queues, used as a formal model for dataflow. The conformance relation preserves performance properties such as worst-case throughput and latency.
Keywords :
conformance testing; data flow computing; data flow graphs; finite state machines; dataflow models; digital hardware; finite state machines; formal conformance relation; hardware implementations; heterogeneous formalisms; synchronous semantics; Abstracts; Computational modeling; Hardware; Production; Radiation detectors; Semantics; Throughput;
Conference_Titel :
Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS XIV), 2014 International Conference on
Conference_Location :
Agios Konstantinos
DOI :
10.1109/SAMOS.2014.6893194