Design space exploration of photonic interconnects

[摘要] As processors scale deep into the multi-core and many-core regimes, bandwidth and energy-efficiency of the on-die interconnect network have become paramount design issues. Recognizing potential limits of electrical interconnects, emerging nanophotonic integration has been recently proposed as a potential technology option for both on-chip and chip-to-chip applications. As optical links avoid the capacitive, resistive and signal integrity limits imposed upon electrical interconnects, the introduction of integrated photonics allows for efficient realization of physical connectivity that are costly to accomplish electrically. While many recent works have since cited the potential benefits of optics, inherent design tradeoffs of photonic datapath and backend components remain relatively unknown at the system-level. This thesis develops insights regarding the behavior of electrical and hybrid optoelectrical networks and systems. We present power and area models that capture the behavior of electrical interface circuits and their interactions with optical devices. To animate these models in the context of a full system, we contribute DSENT, a novel physical modeling framework capable of estimating the costs of generalized digital electronics, mixed-signal interface circuitry, and optical links. With DSENT, we enable fast power and area evaluation of entire networks to connect the dynamics of an underlying photonics interconnect to that of an otherwise electrical system. Using our methodolody, we perform a technology-driven design space exploration of intra-chip networks and highlight the importance of thermal tuning and parasitic receiver capacitances in network power consumption. We show that the performance gains enabled by photonics-inspired architectures can enable savings in total system energy even if the network is more costly. Finally, we propose a photonically interconnected DRAM system as a solution to the core-to-DRAM bandwidth bottleneck. By attacking energy consumption at the DRAM channel, chip, and bank level with integrated photoncis, we cut the power consumption of the DRAM system by 10x while remaining area neutral when compared to a projected electrical baseline.

[发布机构] Massachusetts Institute of Technology