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Petr Travkin, Senior Manager, Data Analytics Consulting, at EPAM Systems, Inc.

Petr Travkin is a senior manager of Data Analytics Consulting at EPAM Systems, Inc., a leading digital transformation services and product engineering company. Travkin has multi-year cross-industry field expertise in helping companies develop and implement enterprise data strategies and architectures. He is an evangelist of utilizing a DataOps approach, adept at data governance, and always eager to connect and exchange ideas about building data-driven processes and organizations.

Articles by Petr Travkin, Senior Manager, Data Analytics Consulting, at EPAM Systems, Inc.

Observability by definition is a measure of how well internal states of a system can be inferred from knowledge of its external outputs. In other words, a system's behavior is determined from its outputs—information obtained by certain measures. Though observability as a term has been used for many years, the modern understanding originates in software observability, which is the ability to collect data about program execution, internal states of modules, and communication between components.

Posted February 09, 2023

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