Incident Library
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Cases26 cases

9 to 13 of 26

  1. Symptoms

    During a deployment, traffic into the Kubernetes cluster started hitting dead ends: some API requests timed out and requests were slow and disrupted while the rollout ran.

    Trigger

    A deployment rollout changed backend endpoints while a long-running NGINX full reload was in progress, with the enable-serial-reloads option enabled on the ingress-nginx controller.

    Root cause
    Component
    Contributing factor
    –
    Remediation
    • restarted the NGINX Ingress controller as an attempt to resolve the problem
    Action items
    • Open an issue in kubernetes/ingress-nginx describing how enable-serial-reloads blocks dynamic endpoint updates
    Lessons

    A flag meant only to serialise full reloads also delayed endpoint updates, which opened a window during rollouts in which the ingress routed to pods that no longer existed. Options that change how the ingress controller applies configuration need to be checked against what happens to endpoint updates during a long reload.

  2. Symptoms

    A team using Neco, the Kubernetes platform run by Cybozu's Cloud Platform team, reported what looked like a performance problem in the cluster DNS servers. An application in a pod that resolved cluster Services at hundreds of requests per second frequently got `no such host` and `i/o timeout` errors.

    Trigger

    The number of MySQL clusters watched by the monitoring application increased, and after that the name resolution errors became frequent.

    Root cause
    Component
    Contributing factor
    Detection

    A team using the platform contacted the Cloud Platform team, describing the errors as a performance problem in the cluster DNS server.

    Remediation
    • Raised the kernel parameter netdev_max_backlog on the nodes
    • Set up alerts on softnet
    • Wrote a runbook for the softnet alerts
    Action items
    • Evaluate Cilium's netkit device so pod packets bypass the backlog queue
    Lessons

    Raising netdev_max_backlog makes the same failure less likely and the new alerts catch it early, but it is not a root fix: a pod that sends more packets can fill the backlog queue again. Cybozu sees replacing the veth interface with netkit, which skips the backlog queue, as the root fix.

  3. Symptoms

    At about 14:05 UTC on 22 April 2024, Linode's team noticed that new LKE clusters were failing to provision in the Toronto data center.

    Trigger

    A previous update to the API did not work as intended and caused timeouts when new LKE clusters were provisioned.

    Root cause
    Component
    Contributing factor
    –
    Detection

    Linode's team noticed new LKE clusters failing to provision in the Toronto data center at about 14:05 UTC on 22 April 2024.

    Remediation
    • disabled the affected section of Toronto infrastructure from provisioning new LKE clusters
    • implemented a fix for the faulty API update
    • put the disabled infrastructure back into use after the fix
    Lessons

    The fault was in an earlier API change, not in the infrastructure that showed it, but most failures concentrated on one backend resource in one data center. Taking that resource out of provisioning limited the impact while the root cause was found, which took three days.

  4. Symptoms

    At 23:48 CET on 24 January 2024 the Scaleway Kubernetes API for the FR-PAR region ran out of memory. At the same minute Scaleway saw requests to its API Gateway spike.

    Trigger

    Simultaneous deployments in the FR-PAR region pushed the Scaleway Kubernetes API out of memory.

    Root cause
    Component
    Contributing factor
    Detection

    Increased load on the API Gateway was detected at 23:48, the minute the incident began, and the incident was escalated to on-call engineers at 00:00:10.

    Remediation
    • raised the memory limit and garbage collection thresholds of the Kubernetes managed services
    • deployed additional replicas of key services
    • purged the registry cache and monitored the clusters as they stabilised
    • adjusted service configurations after the incident to keep the platform stable
    Action items
    • Implement a local authentication cache
    • Further develop node authentication
    • Enhance monitoring, adjust rate limiting strategies and improve incident response protocols
    Lessons

    Because the Kubernetes API also handled node authentication, its memory exhaustion made some nodes NotReady, and the endless retries of those nodes added load on the API Gateway. Scaleway plans a local authentication cache and further work on node authentication.

  5. Symptoms

    Shortly after incident.io moved its infrastructure fully into Google Cloud, the application saw a larger-than-normal number of Postgres connection timeouts, and new database connections per second were in the hundreds, spiking up and down. At the same time, the memcached instance used for transient data and faster API responses had sporadic connection timeouts.

    Trigger

    After the move to Google Cloud, the application opened hundreds of new Postgres connections per second, and an accidental database join made it send thousands of duplicate calls to an external third party in parallel.

    Root cause
    Component
    Contributing factor
    Detection

    An incident was declared when the number of Postgres connection timeouts rose above normal. The remaining cache timeouts were traced through the logs of the Kubernetes node that served an affected request, the request's trace and the node's metrics.

    Remediation
    • Doubled the maximum Postgres connection lifespan from 15m to 30m
    • Made the Postgres connection pools static so they always keep N connections open
    • Raised the memcache client's MaxIdleConns from 2 to 20
    • Moved temporarily from Google's hosted memcached to a memcached inside the Kubernetes cluster
    • Shipped the fix for the accidental database join that made thousands of duplicate external calls
    Action items
    • Set more sensible concurrency limits for outbound network calls
    Lessons

    Network timeouts are not always local to one request or pod: when they appear, the whole activity of the node, including other pods on it, needs to be checked. Staying within a provider's rate limits does not keep outbound calls from affecting a node, so outbound network calls need more sensible concurrency limits.

Check your cluster for this

These 26 cases involve Linux kernel and Client-side DNS resolver and cache. kubegap audits a Kubernetes cluster for gaps like these, read-only, from Claude Code or Codex; its checks cite public reports like the ones in this library.

By root cause7

Configuration change3 cases

  1. IL-0179 With DEBUG logging and synchronous log output, a high-traffic service filled the 64 KB stdout pipe, so request threads blocked in write() while holding database connections and HikariCP ran dry, failing requests in 30-second bursts
  2. IL-0208 A GitLab chart bump that renamed Kubernetes Service and Deployment ports made the GCP load balancer reconfigure, and GitLab.com slowed down and returned intermittent 50x errors
    GitLab2022
  3. IL-0035 Worker nodes went NotReady after a new ElastAlert rule without memory limits used up node memory
    NU.nl2019

DNS or network fault4 cases

  1. IL-0448 Requests from Uzabase's Kubernetes Job pods to an LLM agent randomly never got responses when they ran past 15 minutes
  2. IL-0178 On EKS, HPA scale-in returned 502 errors because containers stopped before their pod IPs left the Service endpoints, and after blue/green switches conntrack kept sending established connections to deleted pods behind an instance-mode ALB
  3. IL-0057 Higher p99 latency after moving a reverse proxy to EKS, from outgoing connections delayed by a SNAT conntrack race
    Prezi2019
  4. IL-0047 Pod-to-pod requests delayed by 5, 10 or 15 seconds because of DNS lookups lost to a conntrack race

Capacity exhaustion9 cases

  1. IL-0155 Some DOKS clusters in NYC1 saw intermittent DNS timeouts and NodeNotReady events because CoreDNS ran on shared-CPU Droplet worker nodes
  2. IL-0413 LLM inference engines timed out or ran out of resources under load in about 60% of 156 severe incidents at Microsoft
  3. IL-0048 DNS lookups timed out in a large EKS cluster when CoreDNS hit the 1024 packets-per-second link-local limit, driven by sudo hostname lookups
  4. IL-0080 kube-dns on Mercari's GKE clusters could not keep up with peak-hour DNS query rates, and a Sev1 production outage followed when several services failed DNS resolution
  5. IL-0440 Pods on Cybozu's Neco Kubernetes platform got frequent no such host and i/o timeout DNS errors from dropped packets
    Cybozu2024
  6. IL-0169 The Scaleway Kubernetes API in FR-PAR ran out of memory under simultaneous deployments, and because it also handled node authentication, Kapsule and Kosmos nodes went NotReady
  7. IL-0386 After a move to Google Cloud, Postgres connection timeouts and memcached i/o timeouts spiked on GKE nodes
  8. IL-0445 Chatwork's service on EKS became unstable as conntrack tables on some nodes overflowed and connections were dropped
  9. IL-0033 Uneven load across kube-dns pods and a DNS packets-per-second limit pushed service latency to 20 seconds
    Airbnb2019

Software defect7 cases

  1. IL-0247 One in a million search requests took 100 times longer on Pinterest's Manas leaf nodes after moving to Kubernetes
  2. IL-0081 API requests timed out during deployment rollouts because the ingress-nginx enable-serial-reloads option held back endpoint updates while a long NGINX reload was running
    Cresta2025
  3. IL-0161 A faulty earlier API update made new LKE cluster provisioning in Toronto time out for three days, leaving clusters with no node pools or the wrong number of nodes
    Linode2024
  4. IL-0112 The daily node rollover put DFDS's EKS nodes on an AMI later recalled for a kernel issue, causing "PLEG is not healthy" NodeNotReady flaps and pod network timeouts
    DFDS2022
  5. IL-0146 New AKS clusters with Azure CNI in Central India lost tunnel connectivity because VMs began getting MAC addresses with a 06 prefix, which exposed a dormant bug in bridge-mode Azure CNI
  6. IL-0190 Cortex distributors kept a stuck connection to a dead etcd leader after a Kubernetes upgrade terminated its node, failing writes to Hosted Prometheus for 12 minutes
  7. IL-0012 CPU limits and an unpatched kernel CFS quota bug throttled multi-threaded services into stalls, failed health checks and timeouts
    Omio2020

Breaking change in an upgrade1 case

Component
Contributing factor
–
Organisation
  1. IL-0201 A framework upgrade caused kernel panics in GitHub's Kubernetes infrastructure, and GitHub.com web and API requests, mostly for issues and pull requests, failed intermittently for about 16 hours
    GitHub2025

Cloud provider outage1 case

Contributing factor
–
  1. IL-0364 A quarter of Cloud Platform ingress traffic was slow because an AWS NLB stopped health-checking targets in one zone

Operator error1 case

Organisation
  1. IL-0115 One of OpenAI's three production AKS clusters went offline through a human error, and rebuilding it took 10½ hours because an AKS Kubernetes upgrade broke the ingress and AKS cannot be downgraded
    OpenAI2022