International Journal For Multidisciplinary Research

E-ISSN: 2582-2160   •   Impact Factor: 9.24

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From Monitoring to Observability: A Paradigm Shift in IT Operations

Author(s) Arun Harikrishnan
Country United States
Abstract This article explores the paradigm shift from traditional monitoring to observability in IT operations, driven by the increasing complexity of modern distributed systems, data overload, evolving cybersecurity threats, and the need for proactive problem-solving. Observability platforms, built on the four pillars of events, metrics, traces, and logs, provide comprehensive insights into system behavior and performance. Adopting observability practices offers numerous benefits, including automated discovery of system components, dependency mapping, topology visualization, correlative intelligence, faster root cause diagnosis, and more accurate anomaly detection through auto-baselining. Organizations that embrace observability report significant improvements in incident response times, system reliability, and overall operational efficiency. The article guides successfully transitioning to an observability-focused approach by embracing automation, fostering a culture of observability, implementing the right tools, and leveraging AI and machine learning for advanced analytics and insights.
Keywords Keywords: Observability, IT Operations, Monitoring, Digital Transformation, System Complexity
Field Computer
Published In Volume 6, Issue 5, September-October 2024
Published On 2024-10-27
Cite This From Monitoring to Observability: A Paradigm Shift in IT Operations - Arun Harikrishnan - IJFMR Volume 6, Issue 5, September-October 2024. DOI 10.36948/ijfmr.2024.v06i05.28797
DOI https://doi.org/10.36948/ijfmr.2024.v06i05.28797
Short DOI https://doi.org/g8pnq6
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