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Serverless-app-versions

Main repository for Master thesis on serverless.

Description

  • In functions directory there exist 4 versions of the same ML Workflow
  • Each version consists of functions of different granularity
  • Version1 is the most fine-grained, while Version4 is the most coarse-grained of the versions
  • After deploying all the functions, by using the exec script we can run the desired instance on our local cluster as many times as we like in a sequential way of invocations
./exec.sh version1 url1 --times=10 yes yes --sleep=5s --step=15s
  • We can scale each function's replicas up or down so as to make the versions capable of serving more or less requests per minute
kubectl scale deployment version1 -n openfaas-fn --replicas=2

Example Usage

Screenshot from 2022-01-15 20-41-39

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