A Q-Learning-Based Approach for Deploying Dynamic Service Function Chains
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Victor I. Chang | Arun Kumar Sangaiah | Jian Sun | Gang Sun | Hong-Fang Yu | Guanhua Huang | A. K. Sangaiah | Jian Sun | Gang Sun | Hong-Fang Yu | Victor Chang | Guanhua Huang
[1] Marc Peter Deisenroth,et al. Deep Reinforcement Learning: A Brief Survey , 2017, IEEE Signal Processing Magazine.
[2] Jiayi Cao,et al. Reinforcement learning-based real-time power management for hybrid energy storage system in the plug-in hybrid electric vehicle , 2018 .
[3] Giang Son Tran,et al. Two levels autonomic resource management in virtualized IaaS , 2013, Future Gener. Comput. Syst..
[4] K. Seeliger,et al. Generative adversarial networks for reconstructing natural images from brain activity , 2018 .
[5] P. Anandan,et al. Cooperativity in Networks of Pattern Recognizing Stochastic Learning Automata , 1986 .
[6] Junjie Liu,et al. On Dynamic Service Function Chain Deployment and Readjustment , 2017, IEEE Transactions on Network and Service Management.
[7] Chih-Hung Chen,et al. Operation, administration and maintenance (OA&M) architecture design for internet of things , 2017 .
[8] Gang Sun,et al. A new technique for efficient live migration of multiple virtual machines , 2016, Future Gener. Comput. Syst..
[9] Juan Felipe Botero,et al. Resource Allocation in NFV: A Comprehensive Survey , 2016, IEEE Transactions on Network and Service Management.
[10] Victor I. Chang,et al. The efficient framework and algorithm for provisioning evolving VDC in federated data centers , 2017, Future Gener. Comput. Syst..
[11] Symeon Papavassiliou,et al. On the Problem of Optimal Cell Selection and Uplink Power Control in Open Access Multi-service Two-Tier Femtocell Networks , 2014, ADHOC-NOW.
[12] Luciana S. Buriol,et al. Piecing together the NFV provisioning puzzle: Efficient placement and chaining of virtual network functions , 2015, 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM).
[13] Victor I. Chang,et al. Low-latency orchestration for workflow-oriented service function chain in edge computing , 2018, Future Gener. Comput. Syst..
[14] Seo-Young Noh,et al. AmoebaNet: An SDN-enabled network service for big data science , 2018, J. Netw. Comput. Appl..
[15] Wenjian Fang,et al. Joint defragmentation of optical spectrum and IT resources in elastic optical datacenter interconnections , 2015, IEEE/OSA Journal of Optical Communications and Networking.
[16] J. R. Chen,et al. Learning Algorithms: Theory and Applications in Signal Processing, Control and Communications , 2017 .
[17] Zuqing Zhu,et al. Distributed Online Scheduling and Routing of Multicast-Oriented Tasks for Profit-Driven Cloud Computing , 2016, IEEE Communications Letters.
[18] Noel De Palma,et al. Software consolidation as an efficient energy and cost saving solution , 2016, Future Gener. Comput. Syst..
[19] Filip De Turck,et al. Network Function Virtualization: State-of-the-Art and Research Challenges , 2015, IEEE Communications Surveys & Tutorials.
[20] Radu-Emil Precup,et al. Data-driven model-free slip control of anti-lock braking systems using reinforcement Q-learning , 2018, Neurocomputing.
[21] Daniel Hagimont,et al. Enforcing CPU allocation in a heterogeneous IaaS , 2015, Future Gener. Comput. Syst..
[22] Anoop Ghanwani,et al. Service Function Chaining (SFC) Operations, Administration, and Maintenance (OAM) Framework , 2020, RFC.
[23] Otto Carlos Muniz Bandeira Duarte,et al. Orchestrating Virtualized Network Functions , 2015, IEEE Transactions on Network and Service Management.
[24] Xiaoning Zhang,et al. Power-Efficient Provisioning for Online Virtual Network Requests in Cloud-Based Data Centers , 2015, IEEE Systems Journal.
[25] Muthu Ramachandran,et al. Big Data and Internet of Things - Fusion for different services and its impacts , 2018, Future Gener. Comput. Syst..
[26] Éric Rutten,et al. Coordinating self-sizing and self-repair managers for multi-tier systems , 2014, Future Gener. Comput. Syst..
[27] Symeon Papavassiliou,et al. Demand Response Management in Smart Grid Networks: a Two-Stage Game-Theoretic Learning-Based Approach , 2018, Mobile Networks and Applications.
[28] Athanasios V. Vasilakos,et al. Energy-efficient and traffic-aware service function chaining orchestration in multi-domain networks , 2019, Future Gener. Comput. Syst..
[29] Mehdi Khazaei. Occupancy Overload Control by Q-learning , 2019 .
[30] Sang Il Kim,et al. A research on dynamic service function chaining based on reinforcement learning using resource usage , 2017, 2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN).
[31] Gang Sun,et al. Live Migration for Multiple Correlated Virtual Machines in Cloud-Based Data Centers , 2018, IEEE Transactions on Services Computing.
[32] Filip De Turck,et al. Customizable Function Chains: Managing Service Chain Variability in Hybrid NFV Networks , 2016, IEEE Transactions on Network and Service Management.
[33] Biswanath Mukherjee,et al. Joint Virtual Network Function Placement and Routing of Traffic in Operator Networks , 2015 .
[34] Victor Chang,et al. Service Function Chain Orchestration Across Multiple Domains: A Full Mesh Aggregation Approach , 2018, IEEE Transactions on Network and Service Management.
[35] Wei Lu,et al. Joint Spectrum and IT Resource Allocation for Efficient VNF Service Chaining in Inter-Datacenter Elastic Optical Networks , 2016, IEEE Communications Letters.
[36] Weihua Zhuang,et al. UAV Relay in VANETs Against Smart Jamming With Reinforcement Learning , 2018, IEEE Transactions on Vehicular Technology.
[37] Victor I. Chang,et al. The cost-efficient deployment of replica servers in virtual content distribution networks for data fusion , 2017, Inf. Sci..
[38] Victor I. Chang,et al. Towards provisioning hybrid virtual networks in federated cloud data centers , 2017, Future Gener. Comput. Syst..
[39] Bo Yi,et al. A comprehensive survey of Network Function Virtualization , 2018, Comput. Networks.
[40] Peng Wang,et al. Joint service function chain deploying and path selection for bandwidth saving and VNF reuse , 2018, Int. J. Commun. Syst..
[41] Cem Unsal,et al. Multiple Stochastic Learning Automata for Vehicle Path Control in an Automated Highway System , 1999 .