12 papers · ranked by Valyu relevance
Binbin Wu, Jingyu Xu, Yifan Zhang, Bo Liu + 2 more
AI-based Network Operator Authors: ['Binbin Wu' 'Jingyu Xu' 'Yifan Zhang' 'Bo Liu' 'Yulu Gong' 'Jiaxin Huang'] This paper proposes an integrated approach combining computer networks and artificial neural networks to construct an intelligent network operator, functioning as an AI model. State information from computer…
Mickael Maman, Emilio Calvanese-Strinati, Lam Ngoc Dinh, Thomas Haustein + 19 more
'Thomas Haustein' 'Wilhelm Keusgen' 'Sven Wittig' 'Mathis Schmieder' 'Sergio Barbarossa' 'Mattia Merluzzi' 'Francesca Costanzo' 'Stefania Sardellitti' 'Henrik Klessig' 'Savita Vitthalrao Kendre' 'Daniele Munaretto' 'Marco Centenaro' 'Nicola di Pietro' 'Shuo-Peng Liang' 'Kuan-Yi Chih' 'Jack Shi-Jie Luo' 'Ling-Chih Kao'…
Kasim Oztoprak, Yusuf Kursat Tuncel, Ismail Butun, Alessio Botta
This article investigates and discusses challenges in the telecommunication field from multiple perspectives, both academic and industry sides are catered for, surveying the main points of technological transformation toward edge-cloud continuum from the view of a telco operator to show the complete picture, including…
Jose Ordonez-Lucena, Pablo Ameigeiras, Luis M. Contreras, Jesús Folgueira + 5 more
Network slicing is a powerful paradigm for network operators to support use cases with widely diverse requirements atop a common infrastructure. As 5G standards are completed, and commercial solutions mature, operators need to start thinking about how to integrate network slicing capabilities in their assets, so that…
Wafeeq Iqbal, Wei Wang, Ting Zhu
- Due to the advancement in technologies, the next-generation wireless network will be very diverse, complicated, and according to the changed demands of the consumers. The current network operator's methodologies and approaches are traditional and cannot help the next generation networks to utilize their resources…
Patrick Weber, Artur Sterz, Bernd Freisleben, Oliver Hinz
—Modern telecommunication networks face an increasing complexity due to the rapidly growing number of networked devices and rising amounts of data. The literature advocates for self-managing networks as a means to tackle the resulting challenges. While self-managing networks provide potential solutions to these…
Viktoria Vomhoff, HyunSeok Daniel Jang, Matteo Varvello, Stefan Geißler + 3 more
Traditional cellular service was designed for global connectivity, but business and logistical constraints led to its fragmentation, with deployments limited to individual countries and regions. Initiatives like Mobile Virtual Network Operators (MVNOs), Mobile Network Aggregators (MNAs), and regulations like…
Nick Doty, Mallory Knodel
Network slicing creates customized, logically defined subnetworks to offer particular service characteristics between internet service providers and their customers' networksupported applications. Each "slice" consists of a virtualized network configured to meet requirements, such as access control, bandwidth, caching…
Josip Lorincz, Amar Kukuruzović, Dinko Begušić
This paper provides a comprehensive overview of mobile network softwarization, emphasizing the technological foundations and its transformative impact on the energy efficiency of modern and future mobile networks. In the paper, a detailed analysis of communication concepts known as software-defined networking (SDN) and…
Benjamin Ries, Richard J Gowers, James RB Eastwood, Irfan Alibay + 4 more
Alchemical free energy campaigns can be planned using graph theory by building up networks that contain nodes representing molecules that are connected by possible transformations as edges. We introduce Konnektor, an open-source Python package, for systematically planning, modifying, and analyzing free energy…
Tomoya Nakai, Shinji Nishimoto
Mathematical operations have long been regarded as a sparse, symbolic process in neuroimaging studies. In contrast, advances in artificial neural networks (ANN) have enabled extracting distributed representations of mathematical operations. Recent neuroimaging studies have compared distributed representations of the…
Liam Mclaughlin, Mia Curic, Siddhartha Sharma, Jorge Villazon + 8 more
Recent advances in high-resolution imaging and spatial transcriptomics have enabled reconstruction of complex 3D tissue maps, providing unprecedented insights into cellular connectivity, organization, and tissue architecture. However, standardization challenges hinder integration, sharing, and analysis of these…