AN SECURITY LOG ANALYSIS FOR IT SYSTEMS (KEY IJP************068)

• Balasubramaniyan B,Dhanush S,Ukesh Kumar S B

Abstract

This research explores the realm of automated log analysis, focusing on the critical role of semi-structured software logs in ensuring the reliability of contemporary software systems. As software scales, the surge in log volume has driven research into efficient log utilization. The paper covers diverse topics, including automated logging statement generation, log compression, structured event template parsing, and the application of logs for anomaly detection, failure prediction, and diagnosis.Additionally, the survey highlights open-source toolkits and datasets, offering insights into available resources for the research community. By discussing recent advancements, the paper identifies promising directions for both real-world applications and the next generation of automated log analysis. With CCS Concepts encompassing Software maintenance tools and Software creation and management, this survey provides a succinct overview, serving as a valuable resource for researchers and practitioners.