@conference {liang2007process,
	title = {Process variation tolerant 3T1D-based cache architectures},
	booktitle = {Proceedings of the 40th Annual IEEE/ACM International Symposium on Microarchitecture},
	year = {2007},
	pages = {15{\textendash}26},
	publisher = {IEEE Computer Society},
	organization = {IEEE Computer Society},
	address = {Chicago, IL, USA},
	abstract = {Process variations will greatly impact the stability, leakage power consumption, and performance of future microprocessors. These variations are especially detrimental to 6T SRAM (6-transistor static memory) structures and will become critical with continued technology scaling. In this paper, we propose new on-chip memory architectures based on novel 3T1D DRAM (3-transistor, 1-diode dynamic memory) cells. We provide a detailed comparison between 6T and 3T1D designs in the context of a L1 data cache. The effects of physical device variation on a 3T1D cache can be lumped into variation of data retention times. This paper proposes a range of cache refresh and placement schemes that are sensitive to retention time, and we show that most of the retention time variations can be masked by the microarchitecture when using these schemes. We have performed detailed circuit and architectural simulations assuming different degrees of variability in advanced technology nodes, and we show that the resulting memory architecture can tolerate large process variations with little or even no impact on performance when compared to ideal 6T SRAM designs. Furthermore, these designs are robust to memory cell stability issues and can achieve large power savings. These advantages make the new memory architectures a promising choice for on-chip variation-tolerant cache structures required for next generation microprocessors.},
	url = {https://doi.org/10.1109/MICRO.2007.40},
	author = {Xiaoyao Liang and Ramon Canal and Gu  Wei and David Brooks}
}
