Systems and methods for data collection and analysis at the edge
A microelectronic device. The device includes: a first sensor die that includes sensors, and compute fabric dies that each include data processing circuit components and data storage circuit components. Within each compute fabric die at least one of the programmable data processing circuit components is electrically coupled to at least one of the data storage circuit components The device includes storage component dies, wherein each storage component die is electrically coupled to at least one compute fabric die. The first sensor die and each compute fabric die and storage component die is an integrated circuit semiconductor die. The compute fabric dies include at least a first compute fabric die and a second compute fabric die electrically coupled to the first compute fabric die. At least one of a data processing component and a storage component of the microelectronic device is electrically coupled to the first sensor.
1. A microelectronic device comprising:
a first sensor die that includes a plurality of sensors including a first sensor that is constructed to generate at least one of electromagnetic measurement data and magnetic wave measurement data;
a plurality of runtime-adaptable compute fabric dies that each comprise a plurality of programmable data processing circuit components and data storage circuit components, wherein within each compute fabric die at least one of the programmable data processing circuit components is electrically coupled to at least one of the plurality of data storage circuit components; and
a plurality of storage component dies, wherein each storage component die is electrically coupled to at least one of the plurality of compute fabric dies,
wherein the first sensor die and each compute fabric die and storage component die is an integrated circuit semiconductor die,
wherein the plurality of compute fabric dies includes at least a first compute fabric die and a second compute fabric die electrically coupled to the first compute fabric die,
wherein at least one of a data processing component and a storage component of the microelectronic device is electrically coupled to the first sensor,
wherein each compute fabric die has a same system architecture, and
wherein at least one data processing circuit component is coupled to a data storage circuit component that includes processing circuit instructions for generating analysis results from data received from the first sensor.
2. The microelectronic device of claim 1 , wherein at least one storage component die includes a high bandwidth memory (HBM).
3. The microelectronic device of claim 1 , wherein at least one programmable data processing component is constructed to perform linear algebra computation, and at least one programmable data processing component is constructed to perform arithmetic.
4. The microelectronic device of claim 1 , wherein at least a first compute fabric die is electrically coupled to a second compute fabric die in a die stacking arrangement.
5. The microelectronic device of claim 1 , wherein at least a first compute fabric die is electrically interconnected to a second compute fabric die via at least one TSV (Through-Silicon Via), and an interposer die is stacked atop the first compute fabric die and the second compute fabric die.
6. The microelectronic device of claim 1 , wherein at least a first compute fabric dies is electrically coupled to a first storage component die in a die stacking arrangement.
7. The microelectronic device of claim 1 , wherein at least a first compute fabric die is electrically interconnected to a first storage component die via at least one TSV (Through-Silicon Via), and an interposer die is stacked atop the first compute fabric die and the first storage component die.
8. The microelectronic device of claim 1 , wherein at least a first storage component die is electrically coupled to a second storage component die in a die stacking arrangement.
9. The microelectronic device of claim 1 , wherein at least a first storage component die is electrically interconnected to a second storage component die via at least one TSV (Through-Silicon Via), and an interposer die is stacked atop the first storage component die and the second storage component die.
10. The microelectronic device of claim 1 , wherein each programmable data processing circuit component is electrically coupled to at least one data storage circuit component that includes machine-executable program instructions that are executable by the programmable data processing circuit component, and wherein each programmable data processing circuit component is programmed by storing program instructions at the storage circuit component electrically coupled to the data processing circuit component.
11. The microelectronic device of claim 1 ,
wherein the first sensor die is an integrated circuit semiconductor die, and
wherein the first sensor die is electrically coupled to at least one of a data processing component and a storage component of the microelectronic device via one of an integrated interface medium and a die stacking arrangement.
12. The microelectronic device of claim 11 , wherein the integrated interface medium includes through-silicon via (TSV) vertical electrical connections.
13. The microelectronic device of claim 1 , further comprising at least a second sensor that is different from the first sensor.
14. The microelectronic device of claim 1 , wherein each programmable data processing circuit component has a same system architecture.
15. The microelectronic device of claim 1 ,
wherein at least one data processing circuit component is coupled to a data storage circuit component that includes processing circuit instructions for selecting the first sensor as a data source.
16. The microelectronic device of claim 1 , wherein the first sensor is constructed to sense electromagnetic waves and generate electromagnetic measurement data, and wherein the data received from the first sensor is electromagnetic measurement data.
17. The microelectronic device of claim 1 , wherein the first sensor is constructed to sense magnetic waves and generate magnetic wave measurement data, and wherein the data received from the first sensor is magnetic wave measurement data.
18. A microelectronic device comprising:
a first sensor die that includes a plurality of sensors including a first sensor, that is constructed to generate at least one of electromagnetic measurement data and magnetic wave measurement data;
a plurality of runtime-adaptable compute fabric dies that each comprise a plurality of programmable data processing circuit components, data storage circuit components, and sensor components, wherein within each compute fabric die at least one of the programmable data processing circuit components is electrically coupled to at least one of the plurality of data storage circuit components, and wherein within each compute fabric die at least one of the programmable data processing circuit components is electrically coupled to at least one of the plurality of sensor components; and
a plurality of storage component dies, wherein each storage component die is electrically coupled to at least one of the plurality of compute fabric dies,
wherein the first sensor die and each compute fabric die and storage component die is an integrated circuit semiconductor die,
wherein the plurality of compute fabric dies includes at least a first compute fabric die and a second compute fabric die electrically coupled to the first compute fabric die,
wherein at least one of a data processing component and a storage component of the microelectronic device is electrically coupled to the first sensor,
wherein each compute fabric die has a same system architecture, and
wherein at least one data processing circuit component is coupled to a data storage circuit component that includes processing circuit instructions for generating analysis results from data received from the first sensor.
19. The microelectronic device of claim 18 , wherein the first sensor is constructed to sense electromagnetic waves and generate electromagnetic measurement data, and wherein the data received from the first sensor is electromagnetic measurement data.
20. The microelectronic device of claim 18 , wherein the first sensor is constructed to sense magnetic waves and generate magnetic wave measurement data, wherein the data received from the first sensor is magnetic wave measurement data.