Abstract: The present disclosure relates to processing operations that enable use of cache memory for content validation and error remediation of content. Functionality of the cache is extended to enable interfacing between a cache and a validation component, which is configured to validate data read directly from the cache. Corrupted content may be updated and propagated to a permanent data store associated with an application/service, system, etc. Use of the cache may be optimal for targeting recent and/or heavily accessed content as well as a means for offloading data processing operations from a permanent data storage. Examples described herein extend to those in which data associated with an electronic file is already stored in cache memory as well as those in which update occurs directly to a permanent data storage and subsequently forwarded for validation processing.

Abstract: The present disclosure relates to processing operations that enable use of cache memory for content validation and error remediation of content. Functionality of the cache is extended to enable interfacing between a cache and a validation component, which is configured to validate data read directly from the cache. Corrupted content may be updated and propagated to a permanent data store associated with an application/service, system, etc. Use of the cache may be optimal for targeting recent and/or heavily accessed content as well as a means for offloading data processing operations from a permanent data storage. Examples described herein extend to those in which data associated with an electronic file is already stored in cache memory as well as those in which update occurs directly to a permanent data storage and subsequently forwarded for validation processing.

Abstract: A responsive input architecture that provides an intuitive and consistent layout and organization for search input across many different types of user devices. The architecture provides user interface consistency for all devices thereby enabling a user to seamlessly resume a search for information started on one device, on another user device. A user interface is provided that presents personalized past, present, and future aspects related to a search, while the user is entering the query, which are represented in the user interface with the past aspect as a top interactable portion (a historical listing), the present aspect as a middle interactable portion (a query entry field) and the future aspect as a bottom interactable portion (a suggestion listing). A backend system provides auto-suggestions for the user interface.