The log-based analysis and trouble-shooting has remained prevalent and commonly used approach for centralized and time-haring systems. However, for parallel and distributed systems where happen-before relations are not directly available between the events, it become a challenge to fully depend on log-based analysis in such instances. This article attempts to provide solutions using log-based performance analysis of centralized system, and demonstrates the results and their effectiveness, as well presents the challenges and proposes solutions for performance analysis in distributed and parallel systems.
@article{arxiv.2010.03960,
title = {Diagnosing Distributed Systems through Log Data Analysis},
author = {K. R. Chowdhary and Rajendra Purohit},
journal= {arXiv preprint arXiv:2010.03960},
year = {2020}
}