~/talks

Frederic Branczyk

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Profiling Mastery: Decode Your Data and Elevate ObservabilityObservability Day North America 20242024-11-12
Sampling CPU profiling using an eBPF agent and an OTLP-compatible wire format produces sampled stack traces, visualized as icicle/flame graphs and cumulative…
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Panel Discussion: eBPF: A New Era in Cloud Infrastructure ToolsCloudOpen at Open Source Summit Europe 20242024-09-16
Panelists explain what eBPF actually does (run sandboxed programs in the kernel), show real results and tradeoffs, and name tools you can use: 6 million file…
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Lesson's Learned Optimizing Performance of Go CodeCraft Conference 20232023-05-18
Polar Signals runs weekly live optimizations against Kubernetes, Prometheus, Cilium and containerd using an always-on profiler built on eBPF and the open…
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Profiling Formats and Why You Should CareObservability Day Europe 20232023-04-18
Compares folded stacks, pprof and Speedscope with concrete trade-offs: pprof deduplicates strings and supports synchronous symbolization, Speedscope adds…
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Beyond the Hype: Cloud Native eBPFKubeCon + CloudNativeCon North America 20212021-10-11
Explains how libbpf plus BTF realize compile once run everywhere portability so precompiled eBPF programs load on modern kernels without shipping a C…
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Cloud Native and Kubernetes Observability Panel: The State of UnionKubeCon + CloudNativeCon North America 20212021-10-11
Panel gives concrete outcomes and tooling: real cases where tracing and metrics reduced 99th percentile latency by half, adoption paths using OpenTelemetry…
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SIG Instrumentation Introduction and Deep DiveKubeCon + CloudNativeCon North America 20212021-10-11
SIG Instrumentation covers concrete work: it migrates Kubernetes to structured logging (kubelet moved in 1.21) with CI static checks to block non‑JSON logs and…
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Intro and Deep Dive: Kubernetes SIG InstrumentationKubeCon + CloudNativeCon Europe 20212021-05-04
Kubernetes SIG Instrumentation describes concrete deliverables: a metric stability framework that marks a first set of metrics stable in v1.21, an alpha pod…
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Intro and Deep Dive: Kubernetes SIG InstrumentationKubeCon + CloudNativeCon North America 2020 Virtual2020-11-17
SIG Instrumentation overhauls Kubernetes telemetry: metrics API is refactored with a stability framework (beta, GA targeted in 1.21) and features like dynamic…
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Kubernetes SIG Instrumentation - IntroKubeCon + CloudNativeCon North America 20192019-11-18
SIG Instrumentation outlines concrete deliverables: kube-state-metrics produces per-API-object metrics like expected vs actual replicas, and metrics-server…
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Thanos Deep Dive: Inside a Distributed Monitoring SystemKubeCon + CloudNativeCon North America 20192019-11-18
Thanos extends Prometheus with a store API that lets queriers fan out to sidecars and a store gateway serving object storage, enabling global queries and…
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Continuous ProfilingGopherCon 20192019-07-24
A lightweight system continuously collects CPU and heap samples from running processes so you can inspect a profile from just before an OOM kill, and it reuses…
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Intro: Kubernetes (Instrumentation) SIGKubeCon + CloudNativeCon Europe 20192019-05-20
SIG Instrumentation defines Kubernetes metrics and logging interfaces, maintains kube-state-metrics (large-cluster optimizations) and the metrics-server used…
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Deep Dive: Kubernetes (Instrumentation) SIGKubeCon + CloudNativeCon Europe 20192019-05-20
kube-state-metrics switches from caching Kubernetes objects to cache Prometheus metrics and cuts scrape tail latency that was 10–22 seconds on a 250-node test…
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Autoscaling Multi-Cluster Observability with Thanos and LinkerdKubeCon + CloudNativeCon Europe 20192019-05-20
Linkerd provides zero-code metrics by injecting a Linkerd injected Rust proxy into each pod that exports request rate, success rate, latency; Prometheus…
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Keynote: ...What Does the Future Hold for Observability?KubeCon + CloudNativeCon Europe 20192019-05-20
Three concrete predictions: (1) tighter correlation between metrics, logs and traces with workflows that jump from a Prometheus latency graph to the relevant…
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SIG Instrumentation IntroKubeCon + CloudNativeCon Europe 20182018-05-02
SIG Instrumentation describes concrete pieces: core resource metrics API in beta, custom metrics API in beta, and a metric-server (incubator) that polls nodes…
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Autoscale your Kubernetes Workload with Prometheus - Frederic Branczyk, CoreOSKubeCon + CloudNativeCon Europe 20182018-05-02
Explains how Kubernetes moves from Heapster to the resource, custom and external metrics APIs (available since Kubernetes 1.8, external API alpha), with a…
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Monitoring: Follow the Data from the Darkest CornersKubeCon + CloudNativeCon Europe 20182018-05-02
Shows exactly where observability data comes from and how it flows: kubelet’s metrics-server summary API and cAdvisor provide only current resource samples…
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SIG Instrumentation Deep DiveKubeCon + CloudNativeCon Europe 20182018-05-02
Covers concrete instrumentation work: Kubernetes ships a metric-server that scrapes kubelets, uses ~3–4 MB per node and needs ~20 GB memory to scale to 5,000…
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Declarative Multi-Cluster Monitoring with PrometheusKubeCon + CloudNativeCon Europe 20182018-05-02
Company runs per-namespace Prometheus instances and a federated data-center Prometheus, using the Prometheus Operator to declaratively deploy Prometheus…
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Lightning Talk: I Got your RBAC - kube-rbac-proxy - Frederic Branczyk, CoreOS (Any Skill Level)KubeCon + CloudNativeCon Europe 20182018-05-02
A tiny reverse proxy called kube-rbac-proxy sits in front of an app and uses Kubernetes TokenReview and SubjectAccessReview calls to authenticate service…
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Alertmanager on Its Way to High AvailabilityCloudNativeCon + KubeCon Europe 20172017-03-29
Alertmanager adds a high availability mode that gossips only metadata (silences and sent-notification records) between instances using gossip protocol and…
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