Research topic

Gradient Boosting Research

This topic page groups Naser Ezzati-Jivan research papers related to gradient boosting. Each linked record provides the paper's problem, method, findings, limitations, keywords, and authoritative source links.

Related search terms: gradient boosting

1 papers in this topic, ordered newest first. The detailed paper records contain the evidence-grounded methods, tools, datasets, findings, and citation guidance.

Selected papers

2024 · The 37th Canadian Conference on Artificial Intelligence

Automatic Reduction of Execution Trace Data Volume Using Gradient Boosting in Large-Scale Microservice Systems

Amir Haghshenas, Naser Ezzati-Jivan, Michel Dagenais

The paper uses gradient boosting and feature importance to reduce the amount of trace data needed for microservice performance modeling.

Keywords: trace data volume · feature importance · CPU demand · memory demand · Alibaba microservices

Read the detailed paper record · · Authoritative source