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UBER, LYFT, CABIFY
- S2 Library (Spatial Indexing)
- Efficient query operations for
finding nearby objects,
measuring distances,
computing centroids, etc.
- Kafka
- DISCO (Dispatch Optimization)
- Distribute the work in different
servers using a hashing system
- GPS is essential for the system to
work
- Break the World Map into pieces
- Divide Workloads into Services.
- Easier to calculate ETA.
- Match Supply and Demand in the area.
- Know what servers handles each
location requests, and how to reshard
when necessary using hashing.
- Demand Service ask Supply Service by
Location ID (s2)
- Supply Service find the cab.
- Request is placed to cab by oder.
- After a time-out try another cab.
- If it a match notify the user.
- Terraform
- Docker
- Mesos
- Regions
- Kafka - Hadoop
- Calculate ETA (pickup, destiny)
- Calculate different options to find the best.
- Tech Dummies
- Success in Tech
- Quora Thread
- Pratik Jain
- Uber Engineering Blog
Modern systems architectures: Uber, Lyft, Cabify
Modern systems architectures: Uber, Lyft, Cabify

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Modern systems architectures: Uber, Lyft, Cabify

  • 2. - S2 Library (Spatial Indexing) - Efficient query operations for finding nearby objects, measuring distances, computing centroids, etc. - Kafka - DISCO (Dispatch Optimization) - Distribute the work in different servers using a hashing system - GPS is essential for the system to work
  • 3. - Break the World Map into pieces - Divide Workloads into Services. - Easier to calculate ETA. - Match Supply and Demand in the area.
  • 4.
  • 5. - Know what servers handles each location requests, and how to reshard when necessary using hashing. - Demand Service ask Supply Service by Location ID (s2) - Supply Service find the cab. - Request is placed to cab by oder. - After a time-out try another cab. - If it a match notify the user.
  • 6. - Terraform - Docker - Mesos - Regions - Kafka - Hadoop
  • 7. - Calculate ETA (pickup, destiny) - Calculate different options to find the best.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13. - Tech Dummies - Success in Tech - Quora Thread - Pratik Jain - Uber Engineering Blog