Benchmark and Simulation of Cloud Functions (FaaS)

Towards Performance and Cost Simulation in Function as a Service 
(ZEUS 2019)
  • Cold Start Influencing Factors in Function as a Service 
    (WoSC 2018, UCC Companion) (v0.1 of SeMoDe)
  • Troubeshooting Serverless Functions: A Combined Monitoring and Debugging Approach 
    (SummerSoC 2018)
  • Impact of Application Load in Function as a Service
    (SummerSoC 2019)
  • Optimizing Cloud Function Configuration via Local Simulations
    (CLOUD 2021) (v0.3 of SeMoDe)
  • Why Many Benchmarks Might Be Compromised
    (SOSE 2021) (v0.4 of SeMoDe)
  • SeMoDe – Simulation and Benchmarking Pipeline for Function as a Service
    (Report, November 2021) (v1.1 of SeMoDe)
  • Resource Scaling Strategies for Open-Source FaaS Platforms compared to Commercial Cloud Offerings
    (CLOUD 2022) (v1.2 of SeMoDe)
  • A Structured Literature Review Approach to Define Serverless Computing and Function as a Service
    (CLOUD 2023)
  • Prototype:

    SeMoDe - Serverless Monitoring and Debugging
    This prototype implements the concepts we specified in the paper and tries to form the mentioned  benchmarking and simulation tool at the end of the PhD project.

    Participants:

    Johannes Manner
    Prof. Dr. Guido Wirtz