Speeding Up the Back End with Graph Theory
Summary
Sensor Tower's back-end optimization uses graph-theory concepts to speed a Protobuf-based endpoint. It presents two main optimizations—encoding only modified nodes via a dirty flag, and logarithmic-path lookups—to achieve significant speedups (30% then 300%). The post also covers profiling and benchmarking to validate results and notes trade-offs in accuracy.