Smart cities: A survey on data management, security, and enabling technologies

A Gharaibeh, MA Salahuddin… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Integrating the various embedded devices and systems in our environment enables an
Internet of Things (IoT) for a smart city. The IoT will generate tremendous amount of data that …

A survey on mobile edge computing infrastructure: Design, resource management, and optimization approaches

LA Haibeh, MCE Yagoub, A Jarray - IEEE Access, 2022 - ieeexplore.ieee.org
Emerging 5G cellular networks are expected to face a dramatic increase in the volume of
mobile traffic and IoT user requests due to the massive growth in mobile devices and the …

Auto-scaling techniques for IoT-based cloud applications: a review

S Verma, A Bala - Cluster Computing, 2021 - Springer
Cloud and IoT applications have inquiring effects that can strongly influence today's ever-
growing internet life along with necessity to resolve numerous challenges for each …

A survey of networking applications applying the software defined networking concept based on machine learning

Y Zhao, Y Li, X Zhang, G Geng, W Zhang, Y Sun - IEEE access, 2019 - ieeexplore.ieee.org
The main task of future networks is to build, as much as possible, intelligent networking
architectures for intellectualization, activation, and customization. Software-defined …

Scalable orchestration of service function chains in NFV-enabled networks: A federated reinforcement learning approach

H Huang, C Zeng, Y Zhao, G Min, Y Zhu… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
Network function virtualization (NFV) is critical to the scalability and flexibility of various
network services in the form of service function chains (SFCs), which refer to a set of Virtual …

Auto-scaling VNFs using machine learning to improve QoS and reduce cost

S Rahman, T Ahmed, M Huynh… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
Virtualization of network functions (as virtual routers, virtual firewalls, etc.) enables network
owners to efficiently respond to the increasing dynamicity of network services. Virtual …

End-to-end performance-based autonomous VNF placement with adopted reinforcement learning

M Bunyakitanon, X Vasilakos… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The autonomous placement of Virtual Network Functions (VNFs) is a key aspect of Zero-
touch network and Service Management (ZSM) in Fifth Generation (5G) networking …

Interoperability between data plane learning endpoints and control plane learning endpoints in overlay networks

RE Fernando, VM Moreno, S Kapadia, L Dong… - US Patent …, 2019 - Google Patents
A system and a method are disclosed for enabling interoperability between data plane
learning endpoints and control plane learning endpoints in an overlay network environment …

Management and orchestration of virtual network functions via deep reinforcement learning

JSP Roig, DM Gutierrez-Estevez… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Management and orchestration (MANO) of resources by virtual network functions (VNFs)
represents one of the key challenges towards a fully virtualized network architecture as …

MultiScaler: A Multi-Loop Auto-Scaling Approach for Cloud-Based Applications

A Al-Dulaimy, J Taheri, A Kassler… - … on Cloud Computing, 2020 - ieeexplore.ieee.org
Cloud computing offers a wide range of services through a pool of heterogeneous Physical
Machines (PMs) hosted on cloud data centers, where each PM can host several Virtual …