Context-Aware Composition of Parallel Components
Christoph W. Keßler, Welf Löwe · KTH Publication Database DiVA (KTH Royal Institute of Technology) · 2011
We describe the principles of a novel framework for performance-aware composition of sequential and explicitly parallelsoftware components with implementation variants. Context-aware composition dynamically selects, for each a performance-aware component, the expected best implementationvariant, processor allocation and schedule for the actualproblem size and processors available. The selection functionsare pre-computed statically using machine learningbased on profiling data.