Abstract: A method for treating a patient with respiratory illness is described according to one embodiment.

Abstract: A method for monitoring lung function in a subject with respiratory dysfunction includes the steps of receiving a plurality of initial measurement data from a spirometry system indicative of a first plurality of respiratory efforts from the subject, calculating a first target value utilizing best-of-day data from the plurality of initial measurement data, receiving a plurality of subsequent measurement data from the spirometry system indicative of a second plurality of respiratory efforts from the subject, calculating a second target value utilizing best-of-day data from the plurality of subsequent measurement data, receiving a plurality of measurement data from the spirometry system indicative of a third plurality of respiratory efforts from the subject, and generating an alert if best-of-day data from the plurality of measurement data drops below a threshold set based on the second target value.

Abstract: A method for treating a patient with respiratory illness is described according to one embodiment.

Abstract: A clustered system is provided for querying large amounts of data at fast speed allowing for variable sampling and speculation to speed up subsequent queries. An API using actor messages is provided to the user to be able to send SQL queries, the desired sample rater and the cube schema in which the user believes all queries in this session should fit. The underlying data store is agnostic and can utilize any system that supports aggregation.