Multiagent-Based Data Presentation Mechanism for Multifaceted Analysis in Network Management Tasks

ABSTRACT: Although network management tasks are highly automated using big data and artificial intelligence technologies, when an unforeseen cybersecurity problem or fault scenario occurs, administrators sometimes directly analyze system data to make a heuristic decision. However, a wide variety of information is required to address complex cybersecurity risks, whereas current systems are focused on narrowing the candidates of information. In this study, we propose a multiagent-based data presentation mechanism (MADPM) that consists of agents operating data-processing tools that store and analyze network data. Agents in MADPM interact with other agents to form data-processing sequences. In this process, we design not only the composition of the sequence according to requirements, but also a mechanis

SUBMITTER: Sasai K 

PROVIDER: S-EPMC9697569 | biostudies-literature | 2022 Nov

REPOSITORIES: biostudies-literature