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I'll review the drivers of computer architecture (Moore's Law, Dennard Scaling, domain specific architectures, Roofline performance model) and upcoming critical challenges (deceleration of memory bandwidth and capacity, power, carbon footprint) and opportunities (chiplets, high bandwidth memory, high bandwidth flash)
The initial part of the boot camp will be devoted to bringing algorithmic researchers up to speed on the past and present of architectural development, primarily through expository talks. The goal of the remainder of the bootcamp will be to introduce...
Matrix-vector complexity has been a fruitful paradigm in the design and analysis of efficient matrix algorithms. For tensor methods, a natural generalization of the matrix-vector model is the "Kronecker Matrix-Vector Model", and many existing tensor...