Passive Optical Interposer Waveguides for Memory Wall Bottlenecks
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Solution Overview
Problem
The memory wall phenomenon, which refers to the discrepancy between the operational speed of processing units and memory latency, poses a bottleneck in high-performance computing and artificial intelligence processing, limiting overall system performance and efficiency.
Innovation Solution
Optical links are established through waveguides within a passive optical interposer to connect processing units and memories, allowing for faster and more efficient data exchange, reducing latency, and integrating external memories into the cache system of processing units.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Speed
If optical links are established through waveguides to connect processing units and memories, then data transfer speed and efficiency are improved, but device complexity and manufacturing difficulty increase
Solution Approach 1:
A passive optical interposer is introduced as an intermediary component between processing units and memory devices. The interposer contains waveguides that facilitate optical data transfer, eliminating the need for complex active optical components in each processor while achieving high-speed communication through standardized interfaces.
Solution Approach 2:
Electrical signal transmission through traditional PCB traces is replaced with optical signal transmission through waveguides. This substitution enables higher data transfer speeds and reduces electromagnetic interference, while the passive nature of the waveguide structure simplifies the overall system architecture compared to active optical components.
2Loss of time
If optical waveguides are integrated into the interposer, then memory latency is reduced, but manufacturing precision requirements increase
Solution Approach 1:
Waveguide structures are pre-formed in the passive optical interposer during semiconductor fabrication processes before final assembly. This preliminary formation ensures precise alignment and coupling between waveguides and photonic components, eliminating the need for complex post-fabrication alignment procedures.
Solution Approach 2:
The waveguide structures are merged with the interposer substrate in a single integrated component rather than being separate elements requiring precise assembly. This integration approach, combined with standardized interface designs, reduces manufacturing precision requirements while maintaining low latency performance.
3Productivity
If external memories are integrated into the cache system through optical links, then system performance is improved, but power consumption and heat generation increase
Solution Approach 1:
Electrical signal transmission is replaced with optical signal transmission through waveguides. Optical transmission consumes less power for high-speed data transfer and generates less heat compared to electrical signals, enabling external memories to be integrated into the cache system without proportional increases in power consumption or heat generation.
Applied Scientific Principles
This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.
Function Achieved in This Case
This solution reduces memory latency and enhances data transfer efficiency, providing a sustainable path for high-performance computing systems without proportional increases in power consumption or heat generation, thereby improving system performance and scalability.
Implementation Method 1
Optical links are established through waveguides within a passive optical interposer to connect processing units and memories
Data Source
AI summary
A passive optical interposer is provided, which includes interposer dielectric material layers having formed therein interposer waveguides and interposer bonding pads is provided. A first assembly is provided, which includes a first semiconductor die and at least one first photonic die including first photonic devices and first waveguides. A second assembly is provided, which includes a second semiconductor die and at least one second photonic die including second photonic devices and second waveguides. The first assembly is attached to the passive optical interposer. A subset of the first waveguides are optically coupled to a first subset of the interposer waveguides through evanescent coupling. The second assembly is attached to the passive optical interposer. A subset of the second waveguides are optically coupled to a second subset of the interposer waveguides through evanescent coupling. The first semiconductor die and the second semiconductor die are coupled through optical signal transmission paths.


