Improving Job Scheduling in GRID Environments with Use of Simple Machine Learning Methods
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[1] Warren Smith. Prediction Services for Distributed Computing , 2007, 2007 IEEE International Parallel and Distributed Processing Symposium.
[2] Giorgio Gambosi,et al. Complexity and approximation: combinatorial optimization problems and their approximability properties , 1999 .
[3] John Levine,et al. A hybrid ant algorithm for scheduling independent jobs in heterogeneous computing environments , 2004 .
[4] Xiaonan Li,et al. Discovering Dispatching Rules Using Data Mining , 2005, J. Sched..
[5] Michael L. Littman,et al. Packet Routing in Dynamically Changing Networks: A Reinforcement Learning Approach , 1993, NIPS.
[6] Reha Uzsoy,et al. Rapid Modeling and Discovery of Priority Dispatching Rules: An Autonomous Learning Approach , 2006, J. Sched..
[7] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .
[8] Michael I. Jordan,et al. Failure diagnosis using decision trees , 2004 .
[9] Jizhou Sun,et al. Ant algorithm-based task scheduling in grid computing , 2003, CCECE 2003 - Canadian Conference on Electrical and Computer Engineering. Toward a Caring and Humane Technology (Cat. No.03CH37436).
[10] Ian H. Witten,et al. Data mining - practical machine learning tools and techniques, Second Edition , 2005, The Morgan Kaufmann series in data management systems.
[11] Carsten Franke,et al. Design and evaluation of multi-objective online scheduling strategies for parallel machines using computational intelligence , 2006 .
[12] Hui Li,et al. An Investigation of Grid Performance Predictions Through Statistical Learning , 2006 .
[13] Lale Özbakir,et al. Composite Dispatching Rule Generation through Data Mining in a Simulated Job Shop , 2008, MCO.
[14] Jiadao Li,et al. Learning-based negotiation strategies for grid scheduling , 2006, Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGRID'06).
[15] Rabiah Ahmad,et al. Communications in Computer and Information Science , 2010 .