InVitro | HyScale Lab

InVitro is a set of tools for analyzing the performance of serverless cluster deployments. It has two parts:

Sampler creates representative workload summaries (samples of functions) from production traces.
Loader reconstructs the invocation traffic of a trace and steers it to the functions deployed in the serverless cluster under study.

InVitro supports vHive and OpenWhisk, and ships reference traces sampled from the Azure Functions production traces.

Supported traces

Publications

WORDS

Enabling In-Vitro Serverless Systems Research

Dmitrii Ustiugov, Dohyun Park, Lazar Cvetković, Mihajlo Djokic, Hongyu Hè, Boris Grot, and Ana Klimovic

Workshop on Resource Disaggregation and Serverless (WORDS) at SOSP, 2023

PDF Code27 citations

@inproceedings{ustiugov2023invitro,
  title = {Enabling In-Vitro Serverless Systems Research},
  author = {Ustiugov, Dmitrii and Park, Dohyun and Cvetković, Lazar and Djokic, Mihajlo and Hè, Hongyu and Grot, Boris and Klimovic, Ana},
  booktitle = {Workshop on Resource Disaggregation and Serverless (WORDS) at SOSP},
  year = {2023}
}