A system for generating sleeper information based on user data collected at a bed system, the system comprising:
- a bed system including:
- at least one sensor configured to generate sensor signals as a user rests on the bed system, and
- an edge computing device in communication over a network with other components of the bed system;
- a plurality of service-providing servers each having one or more processors and memory, wherein the plurality of service-providing servers is in communication over the network with the other components of the bed system, wherein each of the plurality of service-providing servers is configured to execute a model for determining particular sleeper information based at least in part on the sensor signals generated by the at least one sensor, wherein a first subset of the plurality of service-providing servers run in a cloud-based system and a second subset of the plurality of service-providing servers run at the edge computing device;
- and
- a cloud-based computing system having one or more processors and memory, the cloud-based computing system including:
- (i) a messaging service configured to provide communication over the network between the cloud-based computing system, the at least one sensor, the edge computing device, and the plurality of service-providing servers, wherein the messaging service is further configured to:
- receive the generated sensor signals from the at least one sensor;
- and
- transmit the received sensor signals to a data store for storage;
- (ii) a model wrapping service configured to:
- receive, from a service-providing server amongst the plurality of service-providing servers via the messaging service, a request to execute a model that has a relationship with the service-providing server;
- retrieve, from the data store via the messaging service, the model and data for executing the model at the requesting service-providing server, wherein the data includes at least some of the sensor signals;
- wrap the model with the retrieved data;
- and
- transmit, via the messaging service, the wrapped model and data to the service-providing server for execution;
- and
- (iii) an aggregator that is configured to:
- receive, from the service-providing server via the messaging service, model output once the wrapped model is executed by the service-providing server;
- and
- generate at least one health metric about the user of the bed system based on correlating the model output with at least one of (i) other model outputs or (ii) other data about the user.