HARD
Uber Real-time Matching
Match millions of drivers with riders in real-time. Minimize matching time and distance.
Estimated Time: 120 minutes
#real-time#matching#scale#ml
Solution Overview
Geohash based partitioning, multi-level search (coarse to fine), ML for ETA, surge pricing.
Used By Companies
UberGoogle
Solution Overview
Geohash based partitioning, multi-level search (coarse to fine), ML for ETA, surge pricing.
Approach
Geohash indexing, graph DB, ML ETA model, supply optimization
Companies
- •Uber
Components
- •Geohash index
- •Graph DB
- •ML ETA
- •Surge pricing
- •Supply optimizer