Prediction Function Optimizer of IMBridge

A python prediction function optimizer for automatic runtime prediction query optimization.

Optimization Detatils

Runtime Inference Context Reuse Cache

The runtime dynamic cache implementation lives in dynamic_cacher/.

• Detailed docs: dynamic_cacher/README.md
• Installation wheel: dynamic_cacher/release

Design rationales are showd in paper.

See our paper for more details:

• Mitigating the Impedance Mismatch between Prediction Query Execution and Database Engine