Concepedia

Applications of Machine Learning to Resource Management in Cloud Computing

Chenn‐Jung Huang, Yu‐Wu Wang, Chih-Tai Guan, Heng-Ming Chen, Jui-Jiun Jian

International Journal of Modeling and Optimization · 2013 · 14 citations · 11 references

Open access

Concepts

ComputingCloud ComputingComputer ScienceCloud InfrastructureCloud Performance OptimizationMachine LearningCloud Capacity PlanningCloud Resource ManagementCompute Resource ManagementResource ProvisioningResource SchedulingWorkload SchedulingCloud Computing ResourcesCloud Resource ModelingCloud Resource Performance ModelingMachine Learning-based Load BalancingResource Allocation AlgorithmsResource Demand ModelingResource Utilization Optimization

References

11

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

Support Vector Regression Machines

Harris Drucker, Christopher J. C. Burges, Linda Kaufman et al. · 1996 · 4.2K citations

Computing, Computer Science, Data Science +13

New Support Vector Algorithms

Bernhard Schölkopf, Alex Smola, Robert C. Williamson et al. · Neural Computation · 2000 · 2.8K citations

Computing, Computer Science, Data Science +14

Travel-Time Prediction With Support Vector Regression

Chih-Hsien Wu, Jan-Ming Ho, Dong-Hyun Lee · IEEE Transactions on Intelligent Transportation Systems · 2004 · 1.4K citations

Computing, Computer Science, Data Science +17

Genetic Algorithms: A 30-Year Perspective

Kenneth De Jong · Oxford University Press eBooks · 2005 · 170 citations

Architecture, Computer Science, Algorithms +13