Generating Representative Benchmarks by Automatically Synthesizing Datasets

Benchmarks that closely match the behavior of production workloads are crucial to design and provision computer systems. However, current approaches fall short: First, open-source benchmarks use public datasets that cause different behavior from production workloads. Second, black-box workload cloni...

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Bibliographic Details
Main Author: Lee, Hyun Ryong
Other Authors: Sanchez, Daniel
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144767