Effective Debugging Strategies for Large-Scale Applications

Author(s)	Mariappan Ayyarrappan
Country	United States
Abstract	As software systems scale in complexity and size, debugging becomes increasingly challenging. Large-scale applications feature distributed architectures, numerous dependencies, and complex interactions between components—all of which can hamper efficient bug resolution. This paper examines essential techniques for effectively debugging large-scale systems, emphasizing both technical and organizational strategies. Topics covered include logging best practices, root-cause analysis, distributed tracing, performance profiling, and continuous integration. We also present visual aids such as flowcharts to illustrate a recommended debugging workflow and discuss how organizational culture can strengthen or undermine debugging efforts.
Field	Engineering
Published In	Volume 3, Issue 1, January-February 2021
Published On	2021-01-06
DOI	https://doi.org/10.36948/ijfmr.2021.v03i01.40684

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International Journal For Multidisciplinary Research