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Distributed tracing allows tracking user requests that span across multiple services and machines in a distributed application. However, typical cloud applications rely on abstraction layers that can hide the root cause of latency happening between processes or in the kernel. Because of its focus on high-level events, existing methodologies in applying distributed tracing can be limited when trying to detect complex contentions and relate them back to the originating requests. Cross-leveldoi:10.3390/electronics10212610 doaj:ea9abda5f00a425099c8b93d85ebe68d fatcat:tk6sr5eqlnferc74gagmpaz3fe