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Towards Refinement of Unbounded Parallelism in ASMs Using Concurrency and Reflection

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Rigorous State-Based Methods (ABZ 2021)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 12709))

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Abstract

The BSP bridging model can be exploited to support MapReduce processing. This article describes how this can be realised using a work-stealing approach, where an idle processor can autonomously grab a thread from a partially ordered pool of open threads and execute it. It is further outlined that this can be generalised for the refinement of an unboundedly parallel ASM by a concurrent, reflective BSP-ASM, i.e. the individual agents are associated with reflective ASMs, i.e. they can adapt their own program.

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References

  1. Blumofe, R.D., Leiserson, C.E.: Scheduling multithreaded computations by work stealing. J. ACM 46(5), 720–748 (1999). https://doi.org/10.1145/324133.324234

    Article  MathSciNet  MATH  Google Scholar 

  2. Börger, E., Schewe, K.D.: Communication in abstract state machines. J. Univ. Comput. Sci. 23(2), 129–145 (2017). http://www.jucs.org/jucs_23_2/communication_in_abstract_state

  3. Ferrarotti, F., González, S., Schewe, K.D.: BSP abstract state machines capture bulk synchronous parallel computations. Sci. Comput. Program. 184 (2019). https://doi.org/10.1016/j.scico.2019.102319

  4. Pace, M.F.: BSP vs. MapReduce. In: Ali, H.H., et al. (eds.) Proceedings of the International Conference on Computational Science (ICCS 2012). Procedia Computer Science, vol. 9, pp. 246–255. Elsevier (2012)

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  5. Schewe, K.D., Ferrarotti, F.: Behavioural theory of reflective algorithms I: reflective sequential algorithms. CoRR abs/2001.01873 (2020). http://arxiv.org/abs/2001.01873

  6. Valiant, L.G.: A bridging model for parallel computation. Commun. ACM 33(8), 103–111 (1990). https://doi.org/10.1145/79173.79181

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Correspondence to Klaus-Dieter Schewe .

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Jiang, F., Xiong, N., Lian, X., González, S., Schewe, KD. (2021). Towards Refinement of Unbounded Parallelism in ASMs Using Concurrency and Reflection. In: Raschke, A., Méry, D. (eds) Rigorous State-Based Methods. ABZ 2021. Lecture Notes in Computer Science(), vol 12709. Springer, Cham. https://doi.org/10.1007/978-3-030-77543-8_10

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  • DOI: https://doi.org/10.1007/978-3-030-77543-8_10

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-77542-1

  • Online ISBN: 978-3-030-77543-8

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