Systems and methods of tiered data storage and processing and decision making
AssigneeMicron Technology, Inc.
InventorsBhumika Chhabra, Erica A. Ellingson, Sumedha Gandharava
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Abstract
Systems, methods, and apparatuses for data prioritization and selective data processing are described herein. A computing device may receive sensor data and prioritize a first portion of the sensor data over a second portion of the sensor data. The first portion of sensor data may be stored in a first memory that has a higher access rate than a second memory where the second portion of sensor data is stored. The first portion of sensor data may be processed with priority and the second portion of sensor data may be transmitted to a cloud computing device.
Claims20
An apparatus comprising:
- a plurality of sensors configured to receive and transmit data;
- a first memory and a second memory, wherein the first memory has a faster access rate than the second memory;
- a processor coupled to the first memory and the second memory, wherein the processor is configured to:
- receive the data from the plurality of sensors;
- sort a first portion of the data to the first memory and a second portion of the data to the second memory based on attributes associated with individual sensors of the plurality of sensors;
- and
- analyze the first portion of the data in the first memory to identify a result;
- and
- a transceiver configured to transmit the second portion of the data from the second memory to a cloud-computing device.
An apparatus comprising:
- a first memory and a second memory, wherein the first memory has a faster access rate than the second memory;
- a transceiver configured to receive data from a plurality of computing devices;
- and
- a processor configured to:
- receive the data from the transceiver;
- sort a first portion of the data to the first memory and a second portion of the data to the second memory based on data types of the data;
- analyze the first portion of the data and generate a result reflective of the data received from the computing device;
- and
- generate a directive based on the result,
- wherein the transceiver is further configured to transmit the directive to at least one computing device of the plurality of computing device, and wherein the directive includes an intervention.
A system comprising:
- a plurality of computing devices configured to receive data;
- a cloud-computing device configured to receive the data from the plurality of computing devices, wherein the cloud-computing device comprises:
- a first memory and a second memory, wherein the first memory has a faster access rate than the second memory;
- a processor configured to:
- sort a first portion of the data to the first memory and a second portion of the data to the second memory based on data types of the data;
- analyze the first portion of the data and generate a result based on the analysis;
- and
- generate a directive of at least one of the plurality of computing devices, wherein the directive includes an intervention;
- and
- a transceiver configured to transmit the first portion of the data and the second portion of the data to a data center;
- and
- the data center configured to generate a decision based on the first portion of the data and the second portion of the data sent by the cloud computing device, wherein the decision comprises a suggestion for at least one of the plurality of computing devices.
Dependencies are inferred from the claim text.