Latency prediction and network message microtiming

A system for network message microtiming, comprising:

• a central routing device;
• a first mesh network comprising the central routing device and used by the central routing device to transmit data based at least in part on messages from a client computing device;
• and a second mesh network comprising the central routing device and used by the central routing device to receive messages comprising data to be forwarded at least in part to the client computing device;
• wherein the central routing device comprises a processor and non-transitory memory storing instructions that, when executed by the processor, cause the processor to:
• continuously receive utilization data from one or more devices of the first mesh network;
• continuously receive timing data from one or more devices of the second mesh network;
• build and continuously update a probabilistic future latency model based at least in part on a k-nearest neighbors regression model incorporating the utilization data and the timing data, wherein network states at moments in time are represented in the model by multidimensional vectors, wherein the dimensions comprise data throughput and utilization capacity, and wherein the dimensions are each normalized;
• receive a message from the client computing device comprising data to be sent to at least one remote computing device of a plurality of remote computing devices via the first mesh network;
• determine, using the probabilistic future latency model, a probability that a packet sent when the first mesh network has a current level of utilization will have a latency to its destination greater than a predetermined latency;
• and
• responsive to determining that the probability exceeds a predetermined threshold, delay transmission of a packet comprising data of the second message to be sent to at the least one remote computing device of the plurality of remote computing devices and continue re-computing the probability that a packet sent when the first mesh network has a current level of utilization will have a latency to its destination greater than the predetermined latency until the probability does not exceed the predetermined threshold and the packet comprising data of the second message is transmitted, but transmitting a packet comprising data of the first message while the probability exceeds the Predetermined threshold.