~/talks

Tom Wilkie

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KeynoteObservabilityCON on the Road Tokyo 20252025-02-25
Tom Wilkie, CTO of Grafana Labs, presents new features in the Grafana LGTM Stack and Grafana Cloud and discusses recent AI/ML advances. The talk focuses on how…
Talk in Japanese on
Opening Keynote (Live)ObservabilityCON 20232023-11-14
Live keynote announces concrete product moves: Loki 3.0 with Bloom filters speeds “needle in a haystack” queries up to 1,000x (minutes to seconds), Adaptive…
Talk on
Better Scalability & More Isolation? The Cortex “Shuffle Sharding” StoryKubeCon + CloudNativeCon Europe 20212021-05-04
Cortex shards tenant traffic into deterministic, randomly chosen subclusters using a deterministic hash of tenant ID and then applies the usual quorum…
Talk on
The Future is Bright, the Future is Prometheus Remote WritePromCon Online 20212021-05-03
Prometheus remote_write is a push protocol implemented by ~30 implementations and now accepted by Prometheus itself; a test harness is built that scrapes…
Talk on
Intro to Scaling Prometheus with CortexKubeCon + CloudNativeCon North America 2020 Virtual2020-11-17
Cortex provides a horizontally scalable, highly available Prometheus-compatible TSDB that accepts Prometheus remote_write traffic, shards via a distributed…
Talk on
Blazin’ Fast PromQLKubeCon + CloudNativeCon North America 20192019-11-18
Prometheus’ single-threaded PromQL engine limits large queries, so Cortex builds a query front-end that does step alignment, per-day partial queries and result…
Talk on
Intro: CortexKubeCon + CloudNativeCon Europe 20192019-05-20
Cortex provides horizontally scalable, highly available, multi-tenant long‑term storage for Prometheus metrics, ingesting via the remote_write API and…
Talk on
Deep Dive: CortexKubeCon + CloudNativeCon Europe 20192019-05-20
Cortex is a Prometheus-compatible, multi-tenant TSDB that stores samples in compressed “chunks” (roughly six-hour blobs a few KB each) and writes them to…
Talk on
Grafana Loki: Like Prometheus, But for logs.KubeCon + CloudNativeCon Europe 20192019-05-20
Loki claims a cheaper, easier log store by indexing labels not full-text index and linking logs to Prometheus metadata, ingesting with the promtail agent and…
Talk on
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…
Talk on
Monitoring Kubernetes with PrometheusDevFest Ukraine 20182018-10-12
Prometheus-on-Kubernetes setup is described end-to-end: use kube-state-metrics, node-exporter and cAdvisor plus Grafana for dashboards, or deploy via…
Talk on
Using Jsonnet to Package Together Dashboards, Alerts and ExportersKubeCon + CloudNativeCon Europe 20182018-05-02
Packages dashboards, alerts and exporters as reusable Jsonnet Monitoring Mixins that render into Prometheus alerting rules, Grafana JSON and YAML. Uses Jsonnet…
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The RED Method: How To Instrument Your Services [B]KubeCon + CloudNativeCon North America 20172017-12-06
Defines RED = requests, errors, duration as the three service metrics to record, uses a single Prometheus histogram with labels (method, route pattern, status)…
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gRPC & KubernetesGDG DevFest Ukraine 20172017-10-13
Built a hosted Prometheus monitoring service that uses HTTP/2 with protobuf gRPC for all intra-server RPCs on Kubernetes; code generation produces trivial Go…
Talk on
Loki: An OpenSource Zipkin / Prometheus Mashup, Written in GoCloudNativeCon + KubeCon Europe 20172017-03-29
A Zipkin-compatible tracer written in Go that reused Prometheus service discovery to pull-based scraping of in-process ring buffers, Loki prototypes a pull…
Talk on
Behind the Iron Curtain: Getting Metrics From the Browser into PrometheusCloudNativeCon + KubeCon Europe 20172017-03-29
Project sends user-facing metrics and JS errors into Prometheus by embedding a small JavaScript library that emits the Prometheus exposition format, wraps…
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Weave Cortex: Horizontally Scalable, Multitenant Prometheus as a ServiceKubeCon + CloudNativeCon North America 20162016-11-08
Weave Cortex implements a multitenant Prometheus as a service that splits Prometheus into retrieval, distributor and ingester microservices, stores 1KB…
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Monitoring MicroservicesGOTO Stockholm 20162016-05-09
Argues monitoring must shift primary key from host to service and adopts RED: rate error duration as the three service metrics, shows dashboards built with…
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