This is the repository for supplemental materials and notes on the dataset for the paper "LWS: A Framework for Log-based Workload Simulation in Session-based SUT".
The dataset is published in https://figshare.com/s/87c50b19706242dc0f1e. Each .zip file denotes an experiment in the paper. Their relationships are shown as follows:
-
$\textit{OW}$ : A_original_workload.zip -
$\textit{SW(Monolithic)}$ : A_simulated_workload_without_cluster.zip -
$\textit{SW(HAC/Markov)}$ : A_simulated_workload_with_WESSBAS_hc_3.zip -
$\textit{SW(HAC/SGT)}$ : A_simulated_workload_with_SGT_hc_3.zip -
$\textit{WESSBAS}$ : A_WESSBAS.zip -
$\textit{B Original Workload}$ : B_original_workload.zip -
$\textit{Fitting(Origin)}$ : B_simulated_workload_fitting_origin.zip -
$\textit{Fitting(Decomposition)}$ : B_simulated_workload_fitting_merged.zip -
$\textit{Generation(LIMBO)}$ : B_simulated_workload_generation_LIMBO.zip -
$\textit{Generation(TSAGen)}$ : B_simulated_workload_generation_TSAGen.zip
- k6_script.js: The original K6 script.
- 2022-12-31-A_original_workload.zip: Monitoring metrics collected by Prometheus.
- session_logs.zip: The logs in the service Frontend collected by Elasticsearch+Filebeat.
Each zip file of the simulated workload consists of the following parts:
- session_logs.zip: The logs in the service Frontend collected by Elasticsearch+Filebeat.
- 2023-xx-xx-xxx...xxx.zip: Monitoring metrics collected by Prometheus.
- user_behavior_output: The output of user bebehavior abstraction, including transition graphs, invariants, and detailed dots.
- workload_intensity_output: The output of workload intensity modeling, including the simulated intensity data and the graph.
- transition_output: The output of generated user behavior sequences.
Please refer to ./supplemental_materials/supplemental_materials_for_paper.pdf.
Please refer to ./env_installation/env_installation.md.