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Matthias Loibl

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Continuous Profiling for GPUsAI Engineer World's Fair 20252025-06-03
Continuous profiling extends an existing platform to deliver always-on visibility into GPU behavior by sampling with Linux EVPF and querying NVIDIA NVML; it…
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Integrating Prometheus and Home AssistantPromCon EU 20242024-09-11
Home Assistant exposes metrics that Prometheus scrapes directly so a local Prometheus collects temperature, humidity and luminance without extra exporters…
Lightning on
Trivia QuizPromCon EU 20242024-09-11
Live Slido quiz walks through concrete Prometheus facts: created 2012 Berlin SoundCloud, donated to CNCF in 2016, GitHub at about 54k stars, Go client is…
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Continuous Profiling in the Cloud-Native eraSREcon23 Europe/Middle East/Africa2023-10-10
Parca collects pprof profiles from Go and other runtimes and also uses an eBPF-based Parca agent that samples stacks about 19 samples/sec in-kernel and reads…
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Profiling in the cloud-native era - Matthias LoiblContainerDays 20232023-09-11
Parca open-source continuous profiler scrapes process profiles (originally 100 Hz sampling, practical deployments use 19 Hz sampling (previously 100 Hz)) with…
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SLO-Based Observability For All Kubernetes Cluster ComponentsKubeCon + CloudNativeCon North America 20222022-10-24
Pyrra is an open source SLO tool that deploys as a single controller or binary, creates SLO CRDs and recording/alerting rules for Prometheus (also supports…
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Pyrra - Making SLOs with Prometheus Manageable, Accessible, and Ea...PrometheusDay Europe 20222022-05-17
Pyrra provides an open source UI and CRD that turns Prometheus metrics into concrete SLOs, recording rules and alerting rules; it generates error ratio SLO and…
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Profiling in the cloud-native eraFOSDEM 20222022-02-05
Continuous profiling is a widely used practice at Google but has only recently started gaining popularity in the Observability space, however, resources on…
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Conprof - Profiling in the cloud-native eraKubeCon + CloudNativeCon North America 20212021-10-11
Continuous profiling captures periodic pprof profiles from running Go processes and stores them for fleet-wide queries, enabling diffs/merges and time-based…
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Leveraging Prometheus’ TSDB for conprof (Continuous Profiling)PromCon Online 20212021-05-03
conprof reuses Prometheus components (service discovery, scrape manager, remote write) and modifies TSDB to store profiles as timestamp + byte slices, split…
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Shipping Metrics From the EdgeKubeCon + CloudNativeCon North America 20192019-11-18
Edge Prometheus runs on tiny devices (k3s on Raspberry Pi) and uses remote_write to replicate Prometheus WALs into a scalable ingestion layer: a Thanos receive…
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Deep Dive: Kubernetes Metric APIs using PrometheusKubeCon + CloudNativeCon Europe 20192019-05-20
Kubernetes now exposes three concrete metric APIs — resource, custom, external metric APIs — and a Prometheus adapter converts API requests into Prometheus…
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KubeCI - Cloud Native Continuous Delivery for KubernetesContainerDays Hamburg 20182018-06-18
KubeCI is an open source Go continuous delivery system for Kubernetes that runs pipelines as containers with lightweight agents, registry pushes and secret…
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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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