Crowdtuning: systematizing auto-tuning using predictive modeling and crowdsourcing
Abdul Wahid Memon, Grigori Fursin · Advances in parallel computing · 2014
Software and hardware co-design and optimization of HPC systems has become intolerably complex, ad-hoc, time consuming and error prone due to enormous number of available design and optimization choices, complex interactions between all software and hardware components, and multiple strict requirements placed on performance, power consumption, size, reliability and cost.