Abstract: Apparatuses, Methods and Storage Media associated with offloading aspects of processing of mobile devices are disclosed. In embodiments, a mobile computing device may comprise one or more processors; memory coupled with the one or more processors; and a shim layer to compressively replicate memory blocks of the memory to a cloud server, compressively offload invocations of object methods of objects resident in a memory block of the memory to the cloud server, and to receive execution results of the invoked object methods. Other embodiments may be described and/or claimed.

Abstract: System and techniques for temporally encoded static spatial images are described herein. A static spatial image may be obtained. Here, the static spatial image defines pixel values over an area. A scan path may be selected. Here, the scan path defines a path across the area of the static spatial image. A window is scanned (e.g., moved or slid) along the scan path on the static spatial image to produce changes in a portion of the window over time. The changes in the portion of the window are recorded along with respective times of the changes.

Abstract: A method for managing computing includes replicating a subset of a machine state of a first computing device onto a second computing device, wherein the subset of the machine state is required to execute machine code. Execution of the machine code is offloaded to the second computing device.

Abstract: System and techniques for sparse coding based classification are described herein. A sample of a first type of data may be obtained and encoded to create a sparse coded sample. A dataset may be searched using the sparse coded sample to locate a segment set of a second type of data. An instance of the second type of data may then be created using the segment set.

Abstract: System and techniques for temporally encoded static spatial images are described herein. A static spatial image may be obtained. Here, the static spatial image defines pixel values over an area. A scan path may be selected. Here, the scan path defines a path across the area of the static spatial image. A windows is scanned (e.g., moved or slid) along the scan path on the static spatial image to produce changes in a portion of the window over time. The changes in the portion of the window are recorded along with respective times of the changes.

Abstract: An apparatus for multi-stage super-resolution is described herein. The apparatus includes a personalized dictionary, a plurality of super-resolution stages, and a reference merger. Each of the plurality of super-resolution stages correspond to at least one personalized dictionary, and the personalized dictionary is applied to an input image that is sparse-coded to generate a reconstructed image. The reference merger is to merge the reconstructed image and the input image to generate a super-resolved image for each stage.

Abstract: An apparatus for multi-stage super-resolution is described herein. The apparatus includes a personalized dictionary, a plurality of super-resolution stages, and a reference merger. Each of the plurality of super-resolution stages correspond to at least one personalized dictionary, and the personalized dictionary is applied to an input image that is sparse-coded to generate a reconstructed image. The reference merger is to merge the reconstructed image and the input image to generate a super-resolved image for each stage.

Abstract: A method for managing computing includes replicating a subset of a machine state of a first computing device onto a second computing device, wherein the subset of the machine state is required to execute machine code. Execution of the machine code is offloaded to the second computing device.

Abstract: Apparatuses, Methods and Storage Media associated with offloading aspects of processing of mobile devices are disclosed. In embodiments, a mobile computing device may comprise one or more processors; memory coupled with the one or more processors; and a shim layer to compressively replicate memory blocks of the memory to a cloud server, compressively offload invocations of object methods of objects resident in a memory block of the memory to the cloud server, and to receive execution results of the invoked object methods. Other embodiments may be described and/or claimed.

Abstract: Techniques for data synchronization between a first computing device coupled to at least one memory storing current data and a second computing device coupled to at least a second memory storing first encoded data and a copy of prior data. The first device may perform a method comprising: encoding the current data using a compressive sensing encoding technique to obtain second encoded data; and transmitting the second encoded data to the second computing device. The second device may perform a method comprising receiving second encoded data from the first computing device; decoding the second encoded data using a compressive sensing decoding technique to obtain decoded data; and obtaining a copy of the current data by using the decoded data and the copy of prior data.