output
20022025
most citedLearning Convolutional Neural Networks for Graphs

808 citations

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25 papers · 1 filter

cs.NI2024★ 42 cited

A Comprehensive Tutorial and Survey of O-RAN: Exploring Slicing-aware Architecture, Deployment Options, Use Cases, and Challenges

Khurshid Alam, Mohammad Asif Habibi, Matthias Tammen +8

Open-radio access network (O-RAN) seeks to establish the principles of openness, programmability, automation, intelligence, and hardware-software disaggregation with interoperable…

cs.NI2022★ 18 cited

LOKO: Localization-aware Roll-out Planning for Future Mobile Networks

Antonio Albanese, Vincenzo Sciancalepore, Albert Banchs +1

The roll-out phase of the next generation of mobile networks (5G) has started and operators are required to devise deployment solutions while pursuing localization accuracy maximiz…

cs.NI2020★ 62 cited

NSBchain: A Secure Blockchain Framework for Network Slicing Brokerage

Lanfranco Zanzi, Antonio Albanese, Vincenzo Sciancalepore +1

With the advent of revolutionary technologies, such as virtualization and softwarization, a novel concept for 5G networks and beyond has been unveiled: Network Slicing. Initially d…

cs.NI2020★ 148 cited

SARDO: An Automated Search-and-Rescue Drone-based Solution for Victims Localization

Antonio Albanese, Vincenzo Sciancalepore, Xavier Costa-Pérez

Natural disasters affect millions of people every year. Finding missing persons in the shortest possible time is of crucial importance to reduce the death toll. This task is especi…

cs.NI2020★ 18 cited

On the Optimization of Multi-Cloud Virtualized Radio Access Networks

Fahri Wisnu Murti, Andres Garcia-Saavedra, Xavier Costa-Perez +1

We study the important and challenging problem of virtualized radio access network (vRAN) design in its most general form. We develop an optimization framework that decides the num…

cs.NI2019★ 52 cited

Multiservice-based Network Slicing Orchestration with Impatient Tenants

Bin Han, Vincenzo Sciancalepore, Xavier Costa-Perez +2

The combination of recent emerging technologies such as network function virtualization (NFV) and network programmability (SDN) gave birth to the novel Network Slicing paradigm. 5G…

cs.NI2018★ 12 cited

We Hear Your Activities through Wi-Fi Signals

Fang-Jing Wu, Gürkan Solmaz

In this paper we focus on the problem of human activity recognition without identification of the individuals in a scene. We consider using Wi-Fi signals to detect certain human mo…

cs.NI2018★ 11 cited

Together or Alone: Detecting Group Mobility with Wireless Fingerprints

Gürkan Solmaz, Fang-Jing Wu

This paper proposes a novel approach for detecting groups of people that walk "together" (group mobility) as well as the people who walk "alone" (individual movements) using wirele…

cs.NI2018★ 6 cited

Are You in the Line? RSSI-based Queue Detection in Crowds

Fang-Jing Wu, Gürkan Solmaz

Crowd behaviour analytics focuses on behavioural characteristics of groups of people instead of individuals' activities. This work considers human queuing behaviour which is a spec…

cs.NI2018★ 6 cited

The Privacy Exposure Problem in Mobile Location-based Services

Fang-Jing Wu, Matthias R. Brust, Yan-Ann Chen +1

Mobile location-based services (LBSs) empowered by mobile crowdsourcing provide users with context-aware intelligent services based on user locations. As smartphones are capable of…

cs.NI2018

Resource Orchestration of 5G Transport Networks for Vertical Industries

K. Antevski, J. Martín-Pérez, Nuria Molner +12

The future 5G transport networks are envisioned to support a variety of vertical services through network slicing and efficient orchestration over multiple administrative domains.…

cs.NI2018★ 1 cited

z-TORCH: An Automated NFV Orchestration and Monitoring Solution

Vincenzo Sciancalepore, Faqir Zarrar Yousaf, Xavier Costa-Perez

Autonomous management and orchestration (MANO) of virtualized resources and services, especially in large-scale Network Function Virtualization (NFV) environments, is a big challen…

cs.NI2018★ 311 cited

NFV and SDN - Key Technology Enablers for 5G Networks

Faqir Zarrar Yousaf, Michael Bredel, Sibylle Schaller +1

Communication networks are undergoing their next evolutionary step towards 5G. The 5G networks are envisioned to provide a flexible, scalable, agile and programmable network platfo…

cs.NI2017★ 11 cited

A Multi-traffic Inter-cell Interference Coordination Scheme in Dense Cellular Networks

Vincenzo Sciancalepore, Ilario Filippini, Vincenzo Mancuso +2

This paper proposes a novel semi-distributed and practical ICIC scheme based on the Almost Blank SubFrame (ABSF) approach specified by 3GPP. We define two mathematical programming…

cs.NI2017★ 8 cited

On the Energy Efficiency of Rate and Transmission Power Control in 802.11

Iñaki Ucar, Carlos Donato, Pablo Serrano +3

Rate adaptation and transmission power control in 802.11 WLANs have received a lot of attention from the research community, with most of the proposals aiming at maximising through…

cs.NI2017★ 64 cited

Fast Cell Discovery in mm-wave 5G Networks with Context Information

Ilario Filippini, Vincenzo Sciancalepore, Francesco Devoti +1

The exploitation of mm-wave bands is one of the key-enabler for 5G mobile radio networks. However, the introduction of mm-wave technologies in cellular networks is not straightforw…

cs.NI2016★ 7 cited

Revisiting 802.11 Rate Adaptation from Energy Consumption's Perspective

Iñaki Ucar, Carlos Donato, Pablo Serrano +3

Rate adaptation in 802.11 WLANs has received a lot of attention from the research community, with most of the proposals aiming at maximising throughput based on network conditions.…

cs.NI2016

On-the-Fly TCP Acceleration with Miniproxy

Giuseppe Siracusano, Roberto Bifulco, Simon Kuenzer +3

TCP proxies are basic building blocks for many advanced middleboxes. In this paper we present Miniproxy, a TCP proxy built on top of a specialized minimalistic cloud operating syst…

cs.NI2016★ 520 cited

From Network Sharing to Multi-tenancy: The 5G Network Slice Broker

Konstantinos Samdanis, Xavier Costa-Perez, Vincenzo Sciancalepore

The ever-increasing traffic demand is pushing network operators to find new cost-efficient solutions towards the deployment of future 5G mobile networks. The network sharing paradi…

cs.NI2016★ 46 cited

srsLTE: An Open-Source Platform for LTE Evolution and Experimentation

Ismael Gomez-Miguelez, Andres Garcia-Saavedra, Paul D. Sutton +3

Testbeds are essential for experimental evaluation as well as for product development. In the context of LTE networks, existing testbed platforms are limited either in functionalit…

cs.NI2015

Computationally Aware Sum-Rate Optimal Scheduling for Centralized Radio Access Networks

Peter Rost, Andreas Maeder, Matthew C. Valenti +1

In a centralized or cloud radio access network, certain portions of the digital baseband processing of a group of several radio access points are executed at a central data center.…

cs.NI2015★ 26 cited

Robust Rate Adaptation and Proportional Fair Scheduling with Imperfect CSI

R. Fritzsche, P. Rost, G. Fettweis

In wireless fading channels, multi-user scheduling has the potential to boost the spectral efficiency by exploiting diversity gains. In this regard, proportional fair (PF) scheduli…

cs.NI2015★ 90 cited

Are Heterogeneous Cloud-Based Radio Access Networks Cost Effective?

Vinay Suryaprakash, Peter Rost, Gerhard Fettweis

Mobile networks of the future are predicted to be much denser than today's networks in order to cater to increasing user demands. In this context, cloud based radio access networks…

cs.NI2013★ 225 cited

Geometry-Based Vehicle-to-Vehicle Channel Modeling for Large-Scale Simulation

Mate Boban, Joao Barros, Ozan K. Tonguz

Due to the dynamic nature of vehicular traffic and the road surroundings, vehicle-to-vehicle (V2V) propagation characteristics vary greatly on both small- and large-scale. Recent m…