UW ECE Associate Professor Arka Majumdar (left) and fourth-year doctoral student Zhuoran (Roger) Fang (right), alongside UW ECE graduate students Rui Chen, Jiajiu Zheng, and Abhi Saxena (not pictured), are leading a multi-institutional research team that has developed energy-efficient switches for the next generation of data centers. Arka Majumdar photo by Ryan Hoover / UW ECE. Photo courtesy of Zhuoran (Roger) Fang.
Adapted from an article by Renske Dyedov, UW NanoES
Data centers, dedicated spaces for storing, processing and disseminating data, enable everything from cloud computing to video streaming. In the process, they consume a large amount of energy transferring data back and forth inside the center. With demand for data growing exponentially, there is increasing pressure for data centers to become more energy-efficient.
Data centers house servers, high-powered computers that talk to each other through interconnects, physical connections that allow for the exchange of data. One way to reduce energy consumption in data centers is to use light to communicate information with electrically controlled optical switches controlling the flow of light, and therefore information, between servers. These optical switches need to be multi-functional and energy-efficient to support the continued expansion of data centers.
In a paper published online July 4 in Nature Nanotechnology, a team led by University of Washington scientists reported the design of an energy-efficient, silicon-based non-volatile switch that manipulates light through the use of a phase-change material and graphene heater.
“This platform really pushes the limits of energy efficiency,” said corresponding author Arka Majumdar, a UW associate professor of electrical and computer engineering and physics, and faculty member at the UW Institute for Nano-Engineered Systems and the Institute for Molecular & Engineering Sciences. “Compared with what is currently being used in data centers to control photonic circuits, this technology would greatly reduce the energy needs of data centers, making them more sustainable and environmentally friendly.”
Silicon photonic switches are widely used in part because they can be made using well-established semiconductor fabrication techniques. Traditionally, these switches have been tuned through thermal effect, a process where heat is applied, often by passing a current through a metal or semiconductor, to change the optical properties of a material in the switch, thus changing the path of the light. However, not only is this process not energy-efficient, but the changes it induces are not permanent. As soon as the current is removed, the material reverts to its previous state and the connection – and flow of information – is broken.
An artistic rendering of a silicon-based switch that manipulates light through the use of phase-change material (dark blue segment) and graphene heater (honeycomb lattice). Image courtesy of Zhuoran (Roger) Fang.
To address this, the team, which includes researchers from Stanford University, Charles Stark Draper Laboratory, University of Maryland and Massachusetts Institute of Technology, created a “set and forget” switch capable of maintaining the connection without any additional energy. They used a phase-change material that is nonvolatile, meaning the material is transformed by briefly heating it, and it remains in that state until it receives another heat pulse, at which point it reverts back to its original state. This eliminates the need to constantly input energy to maintain the desired state.
Previously, researchers have used doped silicon to heat the phase-change material. Silicon alone doesn’t conduct electricity, but when selectively doped with different elements like phosphorus or boron, silicon is able to both conduct electricity and propagate light without any excess absorption. When a current is pumped through the doped silicon, it can act like a heater to switch the state of the phase-change material on top of it. The catch is that this is also not a very energy-efficient process. The amount of energy needed to switch the phase-change material is similar to the amount of energy used by traditional thermo-optic switches. This is because the entire 220 nanometer (nm) thick doped silicon layer has to be heated to transform only 10 nm of phase-change material. A lot of energy is wasted heating such a large volume of silicon to switch a much smaller volume of phase-change material.
“We realized we had to figure out how to reduce the volume that needed to be heated in order to boost the efficiency of the switches,” said lead and co-corresponding author Zhuoran (Roger) Fang, a UW ECE fourth-year doctoral student in electrical and computer engineering.
One approach would be to make a thinner silicon film, but silicon doesn’t propagate light well if it is thinner than 200 nm. So instead, they used an un-doped 220 nm silicon layer to propagate light and introduced a layer of graphene between the silicon and phase-change material to conduct electricity. Like metal, graphene is an excellent conductor of electricity, but unlike metal, it is atomically thin – it consists of just a single layer of carbon atoms arranged in a two-dimensional honeycomb lattice. This design eliminates wasted energy by directing all heat generated by the graphene to go towards changing the phase-change material. In fact, the switching energy density (which is calculated by taking the switching energy divided by the volume of the material being switched) of this setup is only 8.7 attojoules (aJ)/nm3, a 70-fold reduction compared to the widely used doped silicon heaters, the current state-of-the-art. This is also within one order of magnitude of the fundamental limit of switching energy density (1.2 aJ/nm3).
“Compared with what is currently being used in data centers to control photonic circuits, this technology would greatly reduce the energy needs of data centers, making them more sustainable and environmentally friendly.”
– UW ECE Associate Professor Arka Majumdar
Even though using graphene to conduct electricity induces some optical losses, meaning some light is absorbed, graphene is so thin that not only are the losses minimal, but the phase-change material can still interact with the light propagating in the silicon layer. The team established that a graphene-based heater can reliably switch the state of the phase-change material more than 1,000 cycles. This is a notable improvement over the doped silicon heaters, which have only been shown to have an endurance of around 500 cycles. “Even 1,000 is not enough,” said Majumdar. “Practically speaking, we need about a billion cycles endurance, which we are currently working on.”
Now that they have demonstrated that light can be controlled using a phase-change material and graphene heater, the team plans to show that these switches can be used for optical routing of information through a network of devices, a key step towards establishing their use in data centers. They are also interested in applying this technology to silicon nitride for routing single photons for quantum computing.
“The ability to be able to tune the optical properties of a material with just an atomically thin heater is a game-changer,” said Majumdar. “The exceptional performance of our system in terms of energy efficiency and reliability is really unheard of and could help advance both information technology and quantum computing.”
Additional co-authors include UW electrical and computer engineering students Rui Chen, Jiajiu Zheng and Abhi Saxena; Asir Intisar Khan, Kathryn Neilson, Michelle Chen and Eric Pop from Stanford University; Sarah Geiger, Dennis Callahan and Michael Moebius from the Charles Stark Draper Laboratory; Carlos Rios from the University of Maryland; and Juejun Hu from the Massachusetts Institute of Technology.
This research was funded by National Science Foundation, DARPA, ONR, Draper Labs and Intel Labs.
For more information, contact Majumdar at arka@uw.edu.