Distributed stream data processing system in multi-agent safety system of infrastructure objects

Abstract

The solution of the problem of resource management in distributed computing systems of processing stream data in safety systems of distributed objects is considered. The tasks of streaming data processing in a multi-level multi-agent evacuation system in an infrastructure object are considered. The features of the mathematical model of a distributed stream data processing system are discussed.

Energy-Efficient Resource Allocation Strategy in Massive IoT for Industrial 6G Applications

“…Among various solutions for resource allocation, many researchers have tried to use various artificial intelligence (AI) technologies, among which distributed artificial intelligence (DAI), as an important branch, can effectively solve complex problems in collaborative systems. DAI was developed in distributed problem solving (DPS) [13], and later developed a multi-agent system (MAS). This system is composed of many agents, and the agents will communicate, cooperate, or compete to complete a large number of complexities.…”