Vertical Multi-Layer Computing Stack with Segmented Cooling

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Solution Overview

Problem

Conventional high performance computing systems face challenges with inefficient space usage, reduced performance due to horizontal die arrangements, and limited communication bandwidth, which hinder the achievement of high computing density and efficient cooling.

Innovation Solution

A vertical integrated power solution is implemented, where integrated circuit dies are arranged in a multi-layer structure with power and cooling delivered vertically and signals horizontally, utilizing System on Wafer (SoW) packaging to increase density and communication bandwidth, and incorporating multiple cooling systems for efficient thermal management.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Ease of manufacture

If dies are arranged horizontally on a PCB, then ease of manufacture is improved, but computing density and space efficiency deteriorate

Engineering Contradiction:
Improveease of manufactureVSAvoidcomputing density
Core Design Contradiction:
Ease of manufactureVSVolume of moving object

Solution Approach 1:

The patent transitions from traditional horizontal 2D arrangement of dies on a PCB to a vertical 3D stacked architecture. Multiple computing dies are arranged in vertical layers along the z-axis, with power and cooling systems integrated between layers. This dimensional change enables significantly higher computing density within the same footprint while maintaining manufacturability through standardized vertical stacking processes.

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

2Ease of manufacture

If dies are arranged horizontally on a PCB, then ease of manufacture is improved, but communication bandwidth and latency deteriorate

Engineering Contradiction:
Improveease of manufactureVSAvoidcommunication bandwidth
Core Design Contradiction:
Ease of manufactureVSLoss of information

Solution Approach 1:

By stacking dies vertically, the patent creates multiple communication pathways between processing units. Data can be transmitted through vertical interconnects between layers as well as horizontal connections within layers, effectively increasing bandwidth. The reduced physical distance between dies in the vertical stack also decreases signal latency compared to horizontal arrangements.

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

3Volume of moving object

If computing density is increased, then space efficiency is improved, but cooling efficiency deteriorates

Engineering Contradiction:
Improvecomputing densityVSAvoidcooling efficiency
Core Design Contradiction:
Volume of moving objectVSTemperature

Solution Approach 1:

The patent divides the cooling system into multiple segmented cooling channels that are distributed between and within the vertical die layers. Each cooling channel independently manages thermal loads from adjacent dies, allowing for localized thermal control. This segmentation prevents heat accumulation and maintains cooling efficiency even as computing density increases.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The vertical stacking architecture enables three-dimensional thermal management, with cooling channels running both horizontally and vertically through the stack. Heat can be dissipated in multiple directions rather than being constrained to a single plane, significantly improving cooling efficiency for high-density configurations.

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

4Area of stationary object

If physical space is reduced, then computing density is improved, but manufacturing complexity increases

Engineering Contradiction:
Improvephysical spaceVSAvoidmanufacturing complexity
Core Design Contradiction:
Area of stationary objectVSDevice complexity

Solution Approach 1:

The vertical stacking approach packs more computing capacity into a smaller horizontal footprint by utilizing the vertical dimension. While the overall device complexity increases due to multiple layers, the manufacturing process is simplified through standardized stacking and interconnection techniques that can be automated, offsetting the increased structural complexity.

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

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 configuration enhances computational density, reduces physical space requirements, improves communication latency and bandwidth, and enables efficient cooling of high-density computing systems, suitable for applications like artificial intelligence and machine learning.

Implementation Method 1

a first cooling system disposed on top of and in thermal communication with the first electronics layer... a second cooling system disposed on top of and in thermal communication with the second electronics layer

Methodology Applied
Scientific EffectThermal conduction: Conduction (thermal)

Implementation Method 2

multiple cooling systems for efficient thermal management

Methodology Applied
Scientific EffectConvection: Convection

Data Source

PatentUS20240357769A1Heterogenous multi-layer structure
Publication Date: 2024.10.24 TESLA INC
  • US20240357769A1 patent drawing
  • US20240357769A1 patent drawing
  • US20240357769A1 patent drawing

AI summary

The systems, methods, and devices disclosed herein relate to a multi-layer structures arranged in a vertically orientation. In some embodiments, a computing assembly can include a first cooling system, a first electronics layer, a second cooling system, and a second electronics layer. The first cooling system can be disposed on top of and can be in thermal communication with the first electronics layer. The first electronics layer array includes an array of integrated circuit dies that are in electronic communication with each other in a plane that is orthogonal to power delivery. The first electronics layer can be disposed on top of and can be in thermal communication with the second cooling system, and the second cooling system can be disposed on top of and can be in thermal communication with the second electronics layer. The second electronics layer includes an array of power delivery modules. In some embodiments, at least one layer can use system on wafer packaging.