Programming Models at Exascale: Adaptive Runtime Systems, Incomplete Simple Languages, and Interoperability
International Journal for High Performance Computing Applications (IJHPCA) 2009
Publication Type: Paper
Repository URL:
Abstract
Applications running on exascale machines will be complex in many
ways. They will involve dynamic and adaptive refinements, and will
be composed of multiple, independently developed modules, often
involving a multiphysics simulation. The programming models of this
era must have several characteristics. First, they need to do away
with the notion of processors, and automate resource management via
adaptive runtime systems. Data structure-specific frameworks and
domain-specific environments will be needed to further simplify
programming. More importantly, parallel mini-languages need to be
developed, such that each language captures only a restricted
subset of possible parallel interactions, but allows for a simple
expression of them. Coupled with interoperability and parallel
composition, which must be supported in many ways, including
message-driven runtime systems, this will create a productive
ecosystem of parallel programming models for the exascale era. To
read the article, please visit the article home page on
the International Journal of High Performance Computing
Applications site of SAGE Journals Online.
TextRef
Laxmikant V. Kale, Programming Models at Exascale: Adaptive Runtime Systems, Incomplete Simple Languages, and Interoperability, The International Journal of High Performance Computing Applications, 2009
People
Research Areas