Resource management in wireless networks via multi-agent deep reinforcement learning

N Naderializadeh, JJ Sydir, M Simsek… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… and downlink power control in multi-cell wireless networks, and we propose a … scalable
design of observation and action spaces, allowing a MARL agent with a fixed-size neural network

Agent-based Internet of Things: State-of-the-art and research challenges

C Savaglio, M Ganzha, M Paprzycki, C Bădică… - Future Generation …, 2020 - Elsevier
… simulation is a natural approach for understanding and managing the global … networks,
social sciences, etc. Indeed, even in highly scaling-up and interacting contexts, agent-based

Survey of agent-based cloud computing applications

F De la Prieta, S Rodríguez-González… - Future generation …, 2019 - Elsevier
… infrastructure level between CC platforms, based on mobile agents. A much more advanced
… develop new platforms that ensure stable and scalable high-quality services. Furthermore, …

Learning and management for Internet of Things: Accounting for adaptivity and scalability

T Chen, S Barbarossa, X Wang… - Proceedings of the …, 2019 - ieeexplore.ieee.org
… quality of network management policies in IoT? The rationale is that historical data contain
statistics of the IoT environments [22], and learning from them can mitigate the uncertainty of …

[PDF][PDF] An optimized authentication mechanism for mobile agents by using machine learning

P Kumar, N Singhal, M Asim, A Vatsa - Int. J. Comput. Netw. Inf …, 2023 - mecs-press.org
… the situation of protection and authentication of mobile agent at the hour of migration of … for
the mobile agent based on the Hopfield neural network proposed. The mobile agent’s identity …

A new agent-based method for QoS-aware cloud service composition using particle swarm optimization algorithm

A Naseri, N Jafari Navimipour - Journal of ambient intelligence and …, 2019 - Springer
… Typically, scalable resources are provided as services over the Internet. The way of choosing
appropriate services in the cloud computing is done by determining the different Quality of …

Using blockchain in a reputation-based model for grouping agents in the Internet of Things

G Fortino, F Messina, D Rosaci… - … Management, 2019 - ieeexplore.ieee.org
… clusters based on their trust values in [54], a scalable trust management solution is proposed…
; to form trust-based clusters; and to permit trust-based intercluster migration of IoT nodes. …

[HTML][HTML] MAFC: Multi-agent fog computing model for healthcare critical tasks management

AA Mutlag, M Khanapi Abd Ghani, MA Mohammed… - Sensors, 2020 - mdpi.com
… in healthcare applications. … networks that ensure low latency, execution time, scalability,
privacy, security, and energy consumption which they are all crucial in healthcare applications [3]…

Mobility-aware computational offloading in mobile edge networks: a survey

SK Zaman, AI Jehangiri, T Maqsood, Z Ahmad… - Cluster …, 2021 - Springer
… of the system in large scale networks [27]. Thus, developing an edge cloud-level service …
also improve the network scalability. We could not find notable works related to scalable system …

[HTML][HTML] An empower hamilton loop based data collection algorithm with mobile agent for WSNs

J Wang, X Gu, W Liu, AK Sangaiah, HJ Kim - Human-centric Computing …, 2019 - Springer
… In addition, when the network scale is large, data transmission … the scalability of the network
is poor. Motivated by this aspect, the flat routing protocol applies only to smaller networks. …