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2 years ago

Memory-efficient Parallelization of Stream Applications

Memory-efficient Parallelization of Stream Applications

Old Transistor

Old Transistor Scaling• Constant E-field or Dennard’s scaling• Scaling factor α: e.g., α = 0.5 if 90nm 45nm• V αV• Delay scales as α• Energy scales as α 3• α 3 energy per gate x α -2 more gates x α -1frequency = total chip power remains constant!• All aspects got better (except design complexity)Mark Horowitz8

New Transistor Scaling• Can’t scale V forever• V ≈ constant (old: V αV)• Energy scales as α. (old: scales as α 3 )• If you scale frequency as well, power/gate isconstant power/area scales as α -2 Mark Horowitz9

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