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Kumo: Security-Focused Serverless Cloud Simulator

This repository contains the artifact accompanying the IEEE CCGRID 2026 paper:

Kumo: A Security-Focused Serverless Cloud Simulator

Artifact DOI: https://doi.org/10.5281/zenodo.18635971

1. Quick Start (Reproduce All Results)

Build the simulator

make

Install Python dependencies

pip install -r requirements.txt

Reproduce all experiments and figures

make reproduce

2. Expected Outputs

After successful reproduction:

CSV results in results/

  • case_study_A_result.csv
  • case_study_B1_result.csv
  • case_study_B2_result.csv
  • case_study_B3_result.csv

Figures in figs/

  • Case Study A (Figure 2)
  • Case Study B1 (Figure 3)
  • Case Study B2 (Figure 4)
  • Case Study B3 (Figure 5)

Estimated runtime: 30–60 minutes on a commodity desktop.

3. System Requirements

Hardware

  • Standard laptop or desktop
  • Single CPU core sufficient
  • No GPU required

Software

  • Linux or macOS
  • g++ with C++17 support (GCC ≥ 7 recommended)
  • Python 3.9+
  • Python packages: numpy, pandas, matplotlib

Install Python dependencies:

pip install -r requirements.txt

4. Repository Structure

src/ C++17 simulator implementation
configs/ Experiment configurations
plot/ Python plotting scripts
results/ Generated CSV outputs
figs/ Generated figures

5. Mapping to Paper Results

Figure 2(a–d) → configs/case_study_A.cfg
Figure 3 → configs/case_study_B1.cfg
Figure 4 → configs/case_study_B2.cfg
Figure 5 → configs/case_study_B3.cfg
Table I → Execution logs

6. License

Released under the MIT License.

7. Citation

If you use this artifact, please cite:

Kumo: A Security-Focused Serverless Cloud Simulator, IEEE CCGRID 2026.