An Online Parsing Framework for Semistructured Streaming System Logs of Internet of Things Systems

An Online Parsing Framework for Semistructured Streaming System Logs of Internet of Things Systems

This article presents a novel log abstraction framework based on neural open information extraction (OpenIE) and dynamic word embedding principles. Though various log parsing frameworks are proposed in the literature, the existing frameworks are modeled on predefined heuristics or auto-regressive me...

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Bibliographic Details
Main Authors: Susnata Bhattacharya, Biplob Ray, Ritesh Chugh, Steven Gordon
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of Instrumentation and Measurement
Subjects:
BERT
context-aware
gateway
information extraction
Internet of Things (IoT)
log parsing
Online Access:https://ieeexplore.ieee.org/document/10004508/

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