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- research-articleMarch 2015
Convolution engine: balancing efficiency and flexibility in specialized computing
General-purpose processors, while tremendously versatile, pay a huge cost for their flexibility by wasting over 99% of the energy in programmability overheads. We observe that reducing this waste requires tuning data storage and compute structures and ...
- research-articleOctober 2011
Understanding sources of ineffciency in general-purpose chips
- Rehan Hameed,
- Wajahat Qadeer,
- Megan Wachs,
- Omid Azizi,
- Alex Solomatnikov,
- Benjamin C. Lee,
- Stephen Richardson,
- Christos Kozyrakis,
- Mark Horowitz
Communications of the ACM (CACM), Volume 54, Issue 10Pages 85–93https://doi.org/10.1145/2001269.2001291Scaling the performance of a power limited processor requires decreasing the energy expended per instruction executed, since energy/op * op/second is power. To better understand what improvement in processor efficiency is possible, and what must be done ...
- articleJanuary 1985
The cosmic cube
Sixty-four small computers are connected by a network of point-to-point communication channels in the plan of a binary 6-cube. This “Cosmic Cube” computer is a hardware simulation of a future VLSI implementation that will consist of single-chip nodes. ...