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Cijo Thomas

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The Invisible Tax: How Data Format Conversions Drive up Telemetry Pipeline CostsKubeCon + CloudNativeCon India 20262026-06-18
Telemetry conversion dominates CPU and memory costs across SDKs, collectors, and exporters; a prototype Arrow-based Data Flow Engine and a new OTAP…
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The Invisible Tax: How Data Format Conversions Drive up Telemetry...Observability Summit North America 20262026-05-21
Measurements show OpenTelemetry SDKs (Go and Rust) spend most CPU on format hops — 80% spent on SDK conversion in Rust versus less in Go — and collectors add…
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Lightning Talk: “Metrics That Lie”: Understanding OpenTelemetry’s Cardinality Capping...Observability Day Europe 20262026-03-23
OpenTelemetry SDKs enforce cardinality capping (defaults ~2,000) by folding unseen attribute combinations into a single overflow attribute, preventing OOMs but…
Lightning on
Beyond OTLP: Unlocking the Potential of OS-native TracingOpen Observability Summit + OTel Community Day 20252025-06-26
Describes writing OpenTelemetry records into kernel-backed ETW and user_events buffers so exports are synchronous, per-CPU, and lock-free — measured as up to…
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Behind the Code: Design Choices in OpenTelemetry .NET Metrics API and SDKOTel Community Day North America 20242024-06-25
OpenTelemetry .NET Metrics API and SDK aim for zero heap allocation by adding overloads for 1–3 attributes, a stack-only ReadOnlySpan handoff and a struct…
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