Multiple replicas accessing a cache in kubernetes - go

Question

One statistic for Prometheus logging is the duration of service calls but I want to measure the time over multiple calls of the same service.
So I figured to create a map of string to time.Time
type SomeService struct {
durations map[string]time.Time
}
On first entry the current time is stored for that account id
durations[GetId()] = time.Now()
And then in the end…in another call…the total time is stored.
startTime := c.durations[id]
duration, _ := c.durationStat.GetMetricWith(prometheus.Labels{"type": duration})
duration.Set(time.Now().Sub(startTime).Seconds())
delete(c.durations, id)
This works when there is only one replica but it breaks down in a Kubernetes cluster right? The next call might come in on another endpoint? How do you cache values in microservices so that every replica can access them?

Answer 1

Finally found this:
https://kubernetes.io/docs/concepts/services-networking/service
You can configure the service to have the same ip address always go to
the same pod by setting service.spec.sessionAffinity to “ClientIP” the
default is “None”
apiVersion: v1
kind: Service
metadata:
name: my-service
spec:
sessionAffinity: ClientIP
selector:
app: MyApp
This way you can safely cache simple values in memory!