Issue No. 07 - July (2018 vol. 51)
Ryan Gary Kim , Carnegie Mellon University
Janardhan Rao Doppa , Washington State University
Partha Pratim Pande , Washington State University
Diana Marculescu , Carnegie Mellon University
Radu Marculescu , Carnegie Mellon University
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.
learning (artificial intelligence), multiprocessing systems
R. G. Kim, J. R. Doppa, P. P. Pande, D. Marculescu and R. Marculescu, "Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis," in Computer, vol. 51, no. 7, pp. 66-77, 2018.