id: 06094447 dt: j an: 06094447 au: Miller, Phil; Becker, Aaron; Kalé, Laxmikant ti: Using shared arrays in message-driven parallel programs. so: Parallel Comput. 38, No. 1-2, 66-74 (2012). py: 2012 pu: Elsevier (North Holland), Amsterdam la: EN cc: ut: parallel programming models; composition; distributed shared arrays; asynchronous execution ci: li: doi:10.1016/j.parco.2011.10.005 ab: Summary: This paper describes a safe and efficient combination of the object-based message-driven execution and shared array parallel programming models. In particular, we demonstrate how this combination engenders the composition of loosely coupled parallel modules safely accessing a common shared array. That loose coupling enables both better flexibility in parallel execution and greater ease of implementing multi-physics simulations. As a case study, we describe how the parallelization of a new method for molecular dynamics simulation benefits from both of these advantages. We also describe a system of typed handle objects that embed some of the determinacy constraints of the Multiphase Shared Array programming model in the C++ type system, to catch some violations at compile time. The combined programming model communicates in terms of these handles as a natural means of detecting and preventing errors. rv: