Implementation of the Bachelor Thesis

This bachelor thesis implements efficient shuffle operators for streaming database systems.

Table of Contents

• Cloning the Repository
• Setting up the Python Environment
• Prototype
• Shuffle operator implementations

Cloning the Repository

To clone the repository along with its required submodules, run the following command:

git clone --recursive git@github.com:LadnerJonas/bachelor-thesis-implementation.git

Setting up the Python Environment

To set up the Python environment, run the following commands:

python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt

Prototype

The prototype implements a benchmark to compare in-memory partition algorithms.

Running the Prototype

Please follow the instructions in the prototype/README.md file to run the prototype.

Shuffle operator implementations

The various shuffle operator implementations can be found in the include/ and src/ directory. The benchmarks and tests can be executed in the benchmark/ and test/ directory.

Overview repository

For an overview of the key findings and access to the accompanying thesis and presentation, please visit the overview repository