Waffle optimizes a Waffle index by tuning five configuration knobs while targeting update-intensive workloads from moving objects.

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Publications

• Waffle: In-memory Grid Index for Moving Objects with Reinforcement Learning-based Configuration Tuning System, VLDB 2022
  
• Demonstrating Waffle: A Self-driving Grid Index, VLDB 2023
  

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Demo Video

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Source Codes

• Waffle
• Waffle interface
• Waffle dataset

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Licenses

• The source codes of Waffle are licensed under MIT license.
• The logo of Waffle is licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International license.