Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In order to gain insights into events and issues that may cause errors and outages in parts of IP networks, intelligent methods that capture and express causal relationships online (in real-time) are needed. Whereas generalised rule induction has been explored for non-streaming data applications, its application and adaptation on streaming data is mostly undeveloped or based on periodic and ad-hoc training with batch algorithms. Some association rule mining approaches for streaming data do exist, hover, they can only express binary causal relationships.  presents the ongoing work on Online Generalised Rule Induction (OGRI) in order to create expressive and adaptive rule sets real-time that can be applied to a broad range of applications, including network telemetry data streams.
['Chris Wrench', 'Frederic T. Stahl', 'Giuseppe Di Fatta', 'Vidhyalakshmi Karthikeyan', 'Detlef Nauck']
I am writing a research paper on a idea Towards expressive rule induction on IP network event streams
[{"from": "human", "value": "I am writing a research paper on a idea Towards expressive rule induction on IP network event streams"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In order to gain insights into events and issues that may cause errors and outages in parts of IP networks, intelligent methods that capture and express causal relationships online (in real-time) are needed. Whereas generalised rule induction has been explored for non-streaming data applications, its application and adaptation on streaming data is mostly undeveloped or based on periodic and ad-hoc training with batch algorithms. Some association rule mining approaches for streaming data do exist, hover, they can only express binary causal relationships.  presents the ongoing work on Online Generalised Rule Induction (OGRI) in order to create expressive and adaptive rule sets real-time that can be applied to a broad range of applications, including network telemetry data streams."}]