Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning

30 May 2018

Papers citing "Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning"

5 / 5 papers shown

Title
Helping HPC Users Specify Job Memory Requirements via Machine Learning Eduardo Rodrigues Renato Luiz de Freitas Cunha M. Netto Michael Spriggs 22 34 0 09 Nov 2016
Job Placement Advisor Based on Turnaround Predictions for HPC Hybrid Clouds Renato Luiz de Freitas Cunha Eduardo Rodrigues Leonardo P. Tizzei M. Netto 31 38 0 22 Aug 2016
Algorithm Runtime Prediction: Methods & Evaluation Frank Hutter Lin Xu Holger H. Hoos Kevin Leyton-Brown 68 419 0 05 Nov 2012
LIKWID: A lightweight performance-oriented tool suite for x86 multicore environments Jan Treibig G. Hager G. Wellein 96 548 0 26 Apr 2010
Cloud Computing and Grid Computing 360-Degree Compared Ian Foster Yong Zhao I. Raicu Shiyong Lu 112 3,381 0 31 Dec 2008