18494899. WORKLOAD MANAGEMENT BETWEEN EDGE COMPUTING SITES (Dell Products L.P.)
WORKLOAD MANAGEMENT BETWEEN EDGE COMPUTING SITES
Organization Name
Inventor(s)
Parminder Singh Sethi of Ludhiana IN
Lakshmi Saroja Nalam of Bangalore IN
Durai S. Singh of Bangalore IN
WORKLOAD MANAGEMENT BETWEEN EDGE COMPUTING SITES
This abstract first appeared for US patent application 18494899 titled 'WORKLOAD MANAGEMENT BETWEEN EDGE COMPUTING SITES
Original Abstract Submitted
A method comprises receiving data corresponding to operation of a plurality of edge devices from respective ones of a plurality of edge computing sites. The data comprises requests received by the edge devices to perform a plurality of tasks. The data is analyzed using a first machine learning algorithm to determine workloads of respective ones of the edge devices. The method further comprises predicting future workloads of the edge devices. The predicting is performed using a second machine learning algorithm and is based on the determined workloads of the edge devices. A determination is made whether to transfer at least a portion of one or more of the tasks from a first edge device to a second edge device. The first and second edge devices are located at first and second edge computing sites, respectively, and the determination is based on one or more of the predicted future workloads.