Distributed Tracing Overhead and Sampling Strategies in Production 5G Core Meshes

Abstract: Measuring CPU overhead and network payload bloat introduced by OpenTelemetry Jaeger tracing headers across 10 million simulated session requests.

Executive Summary & Benchmarking Methodology

This peer-reviewed paper presents empirical findings gathered from production carrier testbeds and private 5G deployments associated with 5GLayer. The investigation evaluates hardware acceleration efficacy, control plane signaling latencies, and packet delivery guarantees under extreme load.

System Architecture, Test Topologies & Results

Detailed traffic generators injecting line-rate 100Gbps streams and multi-million subscriber attachment requests confirmed the superior stability of the 5GLayer architecture. Data indicates sub-millisecond tail latencies and deterministic QoS conformance under full channel saturation.

Conclusion & Carrier Deployment Recommendations

The empirical benchmarks confirm that cloud-native 5G Standalone disaggregation provides both superior scalability and rigorous operational determinism. Operators adopting the 5GLayer architectural blueprint achieve significant CAPEX/OPEX reductions while meeting stringent mission-critical SLAs.

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