System and method for avoiding congestion in a computer network

A system comprising:

• a processor;
• and
• a memory connected to the processor, wherein the memory comprises programmed instructions which when executed by the processor, causes the processor to:
• collect information related to a flow of query data packets in a computer network and a capacity of the computer network;
• determine a pattern in the flow of query data packets based on the collected information and a trained data model;
• predict occurrence of an impending connection data burst in the computer network using the trained data model, wherein the impending connection data burst is capable of causing congestion in the computer network, and wherein the impending connection data burst comprises information related to links within routing devices present in the computer network;
• and
• modify parameters configured in the routing devices to avoid the congestion of the computer network by the impending connection data burst, wherein the parameters comprise a waiting time for receiving the query data packets.

A non-transitory machine readable storage medium having stored thereon machine readable instructions to cause a computer processor to:

• collect information related to a flow of query data packets in a computer network and a capacity of the computer network;
• determine a pattern in the flow of query data packets based on the collected information and a trained data model;
• predict occurrence of an impending connection data burst in the computer network using the trained data model, wherein the impending connection data burst is capable of causing congestion in the computer network, and wherein the impending connection data burst comprises information related to links within routing devices present in the computer network;
• and
• modify parameters configured in the routing devices to avoid the congestion of the computer network by the impending connection data burst, wherein the parameters comprise a waiting time for receiving the query data packets.