Abstract: Systems, methods, and computer-readable media are disclosed for decoupled selection of content for semi-connected electronic devices. In one embodiment, an example method may include determining a set of candidate content for presentation at a semi-connected device, the set of candidate content comprising first content and second content of at least one content campaign, determining that an impression of the first content was served while the semi-connected device was disconnected from a network, determining that the first content and the second content were eligible for presentation at a first timestamp of a first impression interaction for the impression of the first content, determining a first bid amount for the first content and a second bid amount for the second content at a second timestamp of delivery of the first content to the semi-connected device, and determining a winning bid amount for the first impression interaction using the first bid amount and the second bid amount.

Abstract: A method, article of manufacture, and apparatus for analyzing a distributed file system is discussed. A metadata operation is captured in an audit log, wherein the metadata operation is on an object stored in the distributed file system. An event is pushed to a distributed commit log and a real-time analytics engine in response to capturing the metadata operation. The event is persistently stored in the distributed commit log.