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Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis.

Tight collaboration between manycore system designers and machine-learning experts is necessary to create a data-driven manycore design framework that integrates both learning and expert knowledge. Such a framework will be necessary to address the rising complexity of designing large-scale manycore...

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Publicado en:Computer (00189162) Vol. 51; no. 7; pp. 66 - 78
Autores principales: Kim, Ryan Gary, Doppa, Janardhan Rao, Pande, Partha Pratim, Marculescu, Diana, Marculescu, Radu
Formato: Artículo
Publicado: IEEE Jul2018
Materias:
Machine learning
Microprocessor design & construction
Systems design
Computational complexity
Graphics processing units
Acceso en línea:Ver este registro en EBSCOhost
Sumario:Tight collaboration between manycore system designers and machine-learning experts is necessary to create a data-driven manycore design framework that integrates both learning and expert knowledge. Such a framework will be necessary to address the rising complexity of designing large-scale manycore systems and machine-learning techniques.