~/talk

From C# to Golang, My Data Science Journey

TalkinSpanishat NDC Sydney 2017 · 2017-08-14..08-18· [go, machine-learning]
links:none on file
slides:none on file

Covers moving a model-serving pipeline from C# runtimes to Go microservices, replacing a C# model server with Golang services to reduce memory use and request latency so more models can be hosted per machine. Describes concrete engineering choices like using goroutines for concurrency and static linking to simplify containers, and how SEEK deploys and runs these Go services reliably at scale in production.

AI-written summary · about

  1. 0:00Introduction
  2. 17:34C# to Golang switch
  3. 35:04Data science workflows
  4. 43:38Lessons learned
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