RTSS

Introduction

This repository contains the official implementation of our paper: RTSS: A Real-time Tuning System for Streaming Queries. RTSS is an intelligent platform that provides task management and real-time parameter tuning for large-scale stream processing systems.

The demo video for RTSS is available at:https://youtu.be/LhSpga3IC5w

Running Environment

a 64-bit Linux-based OS

Usage

How to run

• Step 1: Push the code to the linux server

• Step 2: Move to the /backend directory and run the Python service:

  cd back-end
  python app.py
  

• Step 4: Open the /front-end directory and install the necessary packages:

  cd front-end
  npm install

• Step 5: Run the development server and access the dashboard via your browser:

  npm run dev
  

Requirements

• cmake
• g++
• OpenMP
• Boost
• Node.js
• npm
• flask
• openai
• tiktoken
• torch==2.10.0
• faiss-cpu==1.13.2
• pyg_lib