Name: ⚡ Lightning Talk: Practical Monitoring for Knative Serving - Kazuki Higashiguchi, Autify
Start: 2025-06-16T14:38:00+0900
End: 2025-06-16T14:43:00+0900

16-17 June
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Monday June 16, 2025 14:38 - 14:43 JST

Level 1 | Orion

Knative is a widely adopted CNCF-hosted software for running serverless applications using Kubernetes. Knative Serving consists of many system components, such as Activator, Autoscaler, Controller, Webhook, and Istio or Kourier as an ingress gateway. Therefore, end users need to implement monitors for common error patterns and best metrics from many metrics. However, there is relatively little knowledge and resources for Knative end users.

This talk will present a production case study of monitoring for Knative Service. Specifically, it will explain how we can monitor Knative control plane efficiency, reconciliation operations, pod scaling health, concurrency observation, HTTP request success rate, and more.
That includes how Knative components implement Prometheus metrics, metrics pipelines (on Google Kubernetes Engine), dashboards and alerts.

This case study will benefit existing Knative users and potential users considering employing Knative in their Kubernetes clusters.

Speakers

Kazuki Higashiguchi

Senior Site Reliability Engineer, Autify

Kazuki Higashiguchi has more than 9 years of industrial experience, focusing on SRE and operational excellence. He is a Senior Site Reliability Engineer at Autify, a company serving AI-powered quality assurance platforms. He is mainly responsible for designing business infrastructure... Read More →

Monday June 16, 2025 14:38 - 14:43 JST
Level 1 | Orion

⚡ Lightning Talks, Observability

Content Experience Level Intermediate
Presentation Language English

KubeCon + CloudNativeCon Japan 2025

Kazuki Higashiguchi

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