Adaptive resource provisioning method using application-aware machine learning based on job history in heterogeneous infrastructures
暂无分享,去创建一个
[1] Rajkumar Buyya,et al. CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms , 2011, Softw. Pract. Exp..
[2] Seoyoung Kim,et al. HTCaaS(High Throughput Computing as a Service) in Supercomputing Environment , 2014 .
[3] S. Mrenna,et al. Pythia 6.3 physics and manual , 2003, hep-ph/0308153.
[4] Chung-Horng Lung,et al. Cloud Resource Auto-scaling System Based on Hidden Markov Model (HMM) , 2014, 2014 IEEE International Conference on Semantic Computing.
[5] Gilles Fedak,et al. Multi-criteria and satisfaction oriented scheduling for hybrid distributed computing infrastructures , 2016, Future Gener. Comput. Syst..
[6] Jae-Kwon Kim,et al. Fuzzy Logic-driven Virtual Machine Resource Evaluation Method for Cloud Provisioning Service , 2013 .
[7] J. R. Landis,et al. The measurement of observer agreement for categorical data. , 1977, Biometrics.
[8] Brandon M. Malone,et al. A Learning-based Selection for Portfolio Scheduling of Scientific Applications on Heterogeneous Computing Systems , 2014, CloudCom 2014.
[9] Ian T. Foster,et al. Condor-G: A Computation Management Agent for Multi-Institutional Grids , 2004, Cluster Computing.
[10] José Antonio Lozano,et al. A Review of Auto-scaling Techniques for Elastic Applications in Cloud Environments , 2014, Journal of Grid Computing.
[11] Rajarshi Das,et al. A Hybrid Reinforcement Learning Approach to Autonomic Resource Allocation , 2006, 2006 IEEE International Conference on Autonomic Computing.
[12] P. Simon. Too Big to Ignore: The Business Case for Big Data , 2013 .
[13] Jaeyoung Choi,et al. VM auto-scaling methods for high throughput computing on hybrid infrastructure , 2015, Cluster Computing.
[14] Calvin J. Ribbens,et al. Hybrid Computing - Where HPC meets grid and Cloud Computing , 2011, Future Gener. Comput. Syst..
[15] Gilles Fedak,et al. SpeQuloS: a QoS service for BoT applications using best effort distributed computing infrastructures , 2012, HPDC '12.
[16] Abul Bashar,et al. Autonomic scaling of Cloud Computing resources using BN-based prediction models , 2013, 2013 IEEE 2nd International Conference on Cloud Networking (CloudNet).
[17] Soonwook Hwang,et al. A Job Dispatch Optimization Method on Cluster and Cloud for Large-Scale High-Throughput Computing Service , 2015, 2015 International Conference on Cloud and Autonomic Computing.
[18] Kun Wang,et al. A Distributed Self-Learning Approach for Elastic Provisioning of Virtualized Cloud Resources , 2011, 2011 IEEE 19th Annual International Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems.