uber / aresdb

A GPU-powered real-time analytics storage and query engine.
https://eng.uber.com/aresdb/
Apache License 2.0
3.03k stars 233 forks source link

Host concurrent map and hash reduction aql processor hook up. #205

Closed lucafuji closed 5 years ago

lucafuji commented 5 years ago
  1. hash reduction may not work very well for non-atomic operations like avg. For those operations we better use sort reduction
  2. hash reduction may not work very well when number of dim values are small.
  3. in other cases, hash reduction beat sort reduction almost by 2x