Blazing Fast Merge with Loser Trees
March 25, 2024
35 min
Free
go
k-way-merge
loser-tree
tournament-tree
grafana-labs
generics
algorithms
data-structures
optimization
benchmarking
profiling
prometheus
loki
pyroscope
Description
This talk explores the challenges of efficient sorting and merging of ordered sequences, introducing the Loser Tree algorithm as a theoretical solution. The speaker details how Go generics enabled an efficient implementation, the process of profiling and benchmarking for optimization, and practical applications in systems like Prometheus, Pyroscope, and Grafana Loki. Attendees will gain awareness of a new open-source package and insights into generic interface design.