Work

Measuring Cold Start Cost of Serialization Formats in Gradient Boosted Tree Deployment: replication package

Year: 2026

Type: software

Abstract: Measurement harness, raw measurement records and analysis code for a study of cold start cost across four serialization formats and three gradient boosting libraries. Contains 2,520 measurements, each taken in an isolated operating system process.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.22334597

Authors: Abu-Zanona, Marwan, Aldairi, Maryam, Almousa, Najla Abdulaziz, Abubakr, Hebah Abdullah, AlJabr, Abdulmalik, Zia, Muhammad Ahmad, Ikram, Atif

Institutions: King Faisal University, University of Lahore

Language: English

Topic: Parallel Computing and Optimization Techniques

Subfield: Hardware and Architecture

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7208820753

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