Abstract: A system, device, and method for sensing air quality with a sensor platform is disclosed. The method includes (i) directing a set of mobile sensors to a coarse region wherein the coarse region has coarse size based on variance of prior air quality measurements taken at locations within a vicinity of the coarse region, and (ii) directing the set of mobile sensors to a fine region wherein the fine region has a fine size based on variance of prior air quality measurements taken at locations within a vicinity of the fine region. The variance of air quality measurements associated with the fine region is greater than a variance of air quality measurements associated with the coarse region.

Abstract: A system, device, and method for sensing air quality with a sensor platform is disclosed. The method includes (i) directing an air quality measurement system to a predicted high information region wherein the predicted high information region is determined based on high variance of prior air quality measurements taken at different times, (ii) directing the air quality measurement system to a predicted low information region wherein the predicted low information region is determined based on low variance of prior air quality measurements taken at different times. The air quality measurement system is preferentially directed to the predicted high information region.

Abstract: A method for routing, through a geographic region over a time interval, a sensor platform mounted on a vehicle is described. The method includes receiving a precision level for at least one constituent of an environment measured by a sensor of the sensor platform. The precision level corresponds to a mean concentration of the constituent(s) over the time interval. A reference dataset corresponding to the geographic region and the time interval is selected. From the reference dataset and the precision level, at least one minimum number of distinct samples for a plurality of geographic segments of the geographic region is determined. The method also includes determining a number of passes for the geographic region over the time interval using the minimum number of distinct samples for each of the plurality of geographic segments. Each pass of the number of passes is part of a route for the vehicle.

Abstract: A method for routing, through a geographic region over a time interval, a sensor platform mounted on a vehicle is described. The method includes receiving a precision level for at least one constituent of an environment measured by a sensor of the sensor platform. The precision level corresponds to a mean concentration of the constituent(s) over the time interval. A reference dataset corresponding to the geographic region and the time interval is selected. From the reference dataset and the precision level, at least one minimum number of distinct samples for a plurality of geographic segments of the geographic region is determined. The method also includes determining a number of passes for the geographic region over the time interval using the minimum number of distinct samples for each of the plurality of geographic segments. Each pass of the number of passes is part of a route for the vehicle.

Abstract: A computer-implemented method, a system and a computer-readable medium provide for improved caching. A request key for information is received from a requestor and used to retrieve corresponding metadata from a metadata cache. The metadata is analyzed to determine if information related to the request key should be looked up in a primary cache. If so, the information is retrieved from the primary cache. If the metadata indicates against looking up the information in the primary cache, or if the information was not found in the primary cache, the information is loaded, the metadata is updated, and the information is added to the primary cache if analysis of the updated metadata indicates that adding the information is appropriate.

Abstract: A computer-implemented method, system and computer program product for updating a resource in a cached memory storage are provided. Mutable and immutable components of a resource are generated. The mutable component includes metadata that includes the amount of time the resource persists in the cached memory storage. The immutable component of the resource includes content provided by the source of the resource. A key associated with the resource is generated, where the key is used to access the mutable component and the immutable component in the cached memory storage. The key, the mutable component and the immutable component of the resource are transmitted to the cached memory storage from which the resource is retrieved for display on a client device.