Hierarchical Federated Learning (HFL) has emerged to overcome the shortcomings of conventional Federated Learning (FL) due to communication obstacles between the end users and the cloud server and the congestion at the backhaul of wireless network ...
Panagiotis Charatsaris +2 more
doaj +1 more source
Learning-Based Joint User Association and Cache Replacement for Cache-Enabled Cloud RAN
Mobile edge caching is regarded as a promising technology for reducing network latency and alleviating network congestion by efficiently offloading data traffic and computations to cache-enabled edge nodes. To fully leverage the benefits of edge caching,
Sang-Eun Jeon +3 more
doaj +1 more source
On Association Cells in Random Heterogeneous Networks
Characterizing user to access point (AP) association strategies in heterogeneous cellular networks (HetNets) is critical for their performance analysis, as it directly influences the load across the network.
Andrews, Jeffrey G. +2 more
core +1 more source
Joint User Association and Deployment Optimization for Energy-Efficient Heterogeneous UAV-Enabled MEC Networks. [PDF]
Han Z, Zhou T, Xu T, Hu H.
europepmc +1 more source
Investigation of a HAP-UAV Collaboration Scheme for Throughput Maximization via Joint User Association and 3D UAV Placement. [PDF]
Goehar H +4 more
europepmc +1 more source
Survey of energy efficiency for 5G ultra-dense networks
Fifth generation (5G) cellular networks are expected to achieve high data rates, reduced latency, increased spectrum efficiency, and energy efficiency.
MA Zhong-gui, SONG Jia-qian
doaj +1 more source
JUTAR: Joint User-Association, Task-Partition, and Resource-Allocation Algorithm for MEC Networks. [PDF]
Kang L +5 more
europepmc +1 more source
UNICA: Challenges to Deliver Sustainability in the Brazilian Sugarcane Industry [PDF]
Teaching Notes Available: ifamr@ifama.org Author video introduction: http://www.youtube.com/user/ifamr1#p/u/7/4kZDvS7v5NAsustainability, biofuels, ethanol, industry association, teaching case, Agribusiness, Crop Production/Industries,
Chaddad, Fabio Ribas
core +1 more source
Backhaul Capacity-Limited Joint User Association and Power Allocation Scheme in Ultra-Dense Millimeter-Wave Networks. [PDF]
Si Z +5 more
europepmc +1 more source
Controlled Matching Game for Resource Allocation and User Association in WLANs
In multi-rate IEEE 802.11 WLANs, the traditional user association based on the strongest received signal and the well known anomaly of the MAC protocol can lead to overloaded Access Points (APs), and poor or heterogeneous performance.
Altman, Eitan +4 more
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