Parallel ranking and selection. Hunter, S. R. & Nelson, B. L. In Tolk, A., Fowler, J., Shao, G., & Yücesan, E., editors, Advances in Modeling and Simulation: Seminal Research from 50 Years of Winter Simulation Conferences, of Simulation Foundations, Methods and Applications, 12, pages 249–275. Springer, 2017.
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Paper doi abstract bibtex
Paper doi abstract bibtex The Winter Simulation Conference serves as the initial publication venue for many advances in ranking and selection (R&S), including the recently-developed R&S procedures that exploit high-performance parallel computing. We formulate a new stylized model for representing parallel R&S procedures, and we provide an overview of existing R&S procedures under the stylized model. We also discuss why designing R&S procedures for a parallel computing platform is nontrivial and speculate on the future of parallel R&S procedures. In this chapter, ``parallel computing'' means multiple processors that can execute distinct simulations independently, rather than vector or array processors designed to speed up vector-matrix calculations.
@incollection{2017hunnel,
Year = {2017},
author = {S. R. Hunter and B. L. Nelson},
editor = {A. Tolk and J. Fowler and G. Shao and E. Y\"{u}cesan},
title = {Parallel ranking and selection},
booktitle = {Advances in Modeling and Simulation: Seminal Research from 50 Years of Winter Simulation Conferences},
series = {Simulation Foundations, Methods and Applications},
publisher = {Springer},
chapter = {12},
pages = {249--275},
doi = {10.1007/978-3-319-64182-9},
url_Paper = {http://web.ics.purdue.edu/~hunter63/PAPERS/pre2017hunnel.pdf},
abstract = {The Winter Simulation Conference serves as the initial publication venue for many advances in ranking and selection (R\&S), including the recently-developed R\&S procedures that exploit high-performance parallel computing. We formulate a new stylized model for representing parallel R\&S procedures, and we provide an overview of existing R\&S procedures under the stylized model. We also discuss why designing R\&S procedures for a parallel computing platform is nontrivial and speculate on the future of parallel R\&S procedures. In this chapter, ``parallel computing'' means multiple processors that can execute distinct simulations independently, rather than vector or array processors designed to speed up vector-matrix calculations.},
keywords = {book chapters / literature reviews / open questions / tutorials}}Downloads: 0
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