Mechanism for data diffusion and evaporation across networks

An article of manufacture comprising a non-transitory machine-readable medium including data that, when accessed by a machine, cause the machine to perform operations comprising:

• maintaining event data of a data management network at individual agents in the data management network without utilizing a central management server;
• diffusing the event data between the individual agents by
• randomly selecting a first event data entity or first template from a local cache of a first agent of the individual agents, and
• transmitting a copy of the first event data entity or the first template into a cache of a second agent of the individual agents via a first random connection created between the first agent and the second agent, wherein a second event data entity is randomly selected to be deleted from the local cache of the first agent when the local cache of the first agent reaches capacity;
• an
• migrating the event data between the individual agents by
• randomly selecting a second template from the local cache of the first agent, and
• requesting copies of matching event data entities for the second template from one of the individual agents other than the first agent via a second random connection created between the first agent and the one of the individual agents, wherein the diffusing and migrating are performed such that a concentration of the copies of matching event data entities increases in a vicinity of the first agent.

An apparatus comprising:

• at least one processor;
• a local cache to maintain event data of a data management network without utilizing a central management server;
• a data diffusion engine coupled to the local cache and including a data diffusion module to diffuse the event data to other agents in the data management network by
• randomly selecting a first event data entity or first template from the local cache, and
• transmitting a copy of the first event data entity or the first template into a cache of an agent of the other agents via a first random connection to the agent, wherein the data diffusion engine further includes an evaporation module to randomly select and delete a second event data entity from the local cache when the local cache reaches capacity;
• and
• a data migration engine coupled to the local cache and including a data migration module to migrate the event data from the other agents by
• randomly selecting a second template from the local cache, and
• requesting copies of matching event data entities for the second template from the other agents via a second random connection created with at least one of the other agents, wherein the diffusing and migrating are performed such that a concentration of the copies of matching event data entities increases in a vicinity of the apparatus.