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DISTRIBUTED LOAD PROCESSING USING DRIFT-BASED DYNAMIC CLUSTERS OF INTERNET OF THINGS DEVICES
DISTRIBUTED LOAD PROCESSING USING DRIFT-BASED DYNAMIC CLUSTERS OF INTERNET OF THINGS DEVICES
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机译:使用基于漂移的物联网设备动态集群进行分布式负载处理
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摘要
For distributed processing using drift-based dynamic clustering of Internet of Things (IoT) devices, at a central device, a data source to be used for processing a workload is determined. A set is selected of devices operating within a threshold distance from the data source at a first time. A first subset of the set of devices is selected to form a cluster of devices. Each device in the first subset satisfies a clustering condition. A first device in the first subset is instructed to configure an application at the first device to participate in the cluster and process the workload. From a performance check on the first device, a change is discovered in a performance metric. In response to the change resulting from an increased demand for a computing resource at the first device, the first device is replaced with a second device from the first subset.
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