System and method to dynamically modify availability of network resources

Abstract

A system comprises a memory communicatively coupled to at least one processor. The at least one processor is configured to receive a request for data sharding operations from a user device, determine a node comprising multiple network resources configured to create a response to the request, receive sharding feedback from the node, execute the machine learning algorithm to determine whether the performance of the network resources match a predefined performance threshold, generate a proposed sharding strategy to increase the network resources at the node in response to determining that the performance of the network resources does not match the predefined performance threshold, provide the proposed sharding strategy to the node for implementation, and generate multiple sharding commands configured to control routing of data between the first node and the user device in response to receiving the access command; and route the request to the node using the sharding commands.