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Application Autotuning
Integrating Bayesian Optimization and Machine Learning for the Optimal Configuration of Cloud Systems
Bayesian Optimization (BO) is an efficient method for finding optimal cloud configurations for several types of applications. On the …
Bruno Guindani
,
Danilo Ardagna
,
Alessandra Guglielmi
,
Roberto Rocco
,
Gianluca Palermo
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DOI
Evaluating orthogonality between application auto-tuning and run-time resource management for adaptive OpenCL applications
The ever increasing number of processing units integrated on the same many-core chip delivers computational power that can exceed the …
Edoardo Paone
,
Davide Gadioli
,
Gianluca Palermo
,
Vittorio Zaccaria
,
Cristina Silvano
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DOI
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