Abstract: Implementations selectively offload visual frames from a client device to an edge system for processing. The client device can receive streaming visual frames and a request to process the visual frames using a data service. The client device can offload visual frames to an edge system preloaded with a workload resource that corresponds to the requested data service. After the edge system processes the offloaded visual frames using the workload resource, the edge system can return the processed visual frame to the client device. In some implementations, the edge system and client device are situated in a network such that a latency for the offload communications support real-time video display. A cloud system can maintain a registry of edge systems and provide client devices with information about nearby edge systems. The cloud system can also preload the edge systems with workload resources that correspond to data services.

Abstract: The embodiments set forth techniques for facilitating processing checkpoints between computing devices. A method can be performed by at least one first computing device configured to interface with a first server computing device cluster, and include (1) processing objects managed by the first server computing device cluster, where the objects are stored across at least two first partitions associated with the first server computing device cluster, (2) detecting a condition to facilitate a processing checkpoint with at least one second computing device configured to interface with a second server computing device cluster, where the objects are mirrored—but stored differently across at least two second partitions associated with the second server computing device cluster, (3) gathering, from each partition of the at least two first partitions, information associated with a particular number of last-processed objects, and (4) providing the information to the at least one second computing device.

Abstract: Implementations selectively offload visual frames from a client device to an edge system for processing. The client device can receive streaming visual frames and a request to process the visual frames using a data service. The client device can offload visual frames to an edge system preloaded with a workload resource that corresponds to the requested data service. After the edge system processes the offloaded visual frames using the workload resource, the edge system can return the processed visual frame to the client device. In some implementations, the edge system and client device are situated in a network such that a latency for the offload communications support real-time video display. A cloud system can maintain a registry of edge systems and provide client devices with information about nearby edge systems. The cloud system can also preload the edge systems with workload resources that correspond to data services.

Abstract: Implementations selectively offload visual frames from a client device to an edge system for processing. The client device can receive streaming visual frames and a request to process the visual frames using a data service. The client device can offload visual frames to an edge system preloaded with a workload resource that corresponds to the requested data service. After the edge system processes the offloaded visual frames using the workload resource, the edge system can return the processed visual frame to the client device. In some implementations, the edge system and client device are situated in a network such that a latency for the offload communications support real-time video display. A cloud system can maintain a registry of edge systems and provide client devices with information about nearby edge systems. The cloud system can also preload the edge systems with workload resources that correspond to data services.

Abstract: The embodiments set forth techniques for facilitating processing checkpoints between computing devices. A method can be performed by at least one first computing device configured to interface with a first server computing device cluster, and include (1) processing objects managed by the first server computing device cluster, where the objects are stored across at least two first partitions associated with the first server computing device cluster, (2) detecting a condition to facilitate a processing checkpoint with at least one second computing device configured to interface with a second server computing device cluster, where the objects are mirrored—but stored differently across at least two second partitions associated with the second server computing device cluster, (3) gathering, from each partition of the at least two first partitions, information associated with a particular number of last-processed objects, and (4) providing the information to the at least one second computing device.

Abstract: The embodiments set forth techniques for facilitating processing checkpoints between computing devices. A method can be performed by at least one first computing device configured to interface with a first server computing device cluster, and include (1) processing objects managed by the first server computing device cluster, where the objects are stored across at least two first partitions associated with the first server computing device cluster, (2) detecting a condition to facilitate a processing checkpoint with at least one second computing device configured to interface with a second server computing device cluster, where the objects are mirrored—but stored differently across at least two second partitions associated with the second server computing device cluster, (3) gathering, from each partition of the at least two first partitions, information associated with a particular number of last-processed objects, and (4) providing the information to the at least one second computing device.

Abstract: The embodiments set forth techniques for facilitating processing checkpoints between computing devices. A method can be performed by at least one first computing device configured to interface with a first server computing device cluster, and include (1) processing objects managed by the first server computing device cluster, where the objects are stored across at least two first partitions associated with the first server computing device cluster, (2) detecting a condition to facilitate a processing checkpoint with at least one second computing device configured to interface with a second server computing device cluster, where the objects are mirrored—but stored differently across at least two second partitions associated with the second server computing device cluster, (3) gathering, from each partition of the at least two first partitions, information associated with a particular number of last-processed objects, and (4) providing the information to the at least one second computing device.