Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Samarakoon, S. (Sumudu)"'
Autor:
Samarakoon, S. (Sumudu)
Resource allocation and interference management in wireless small cell networks have been areas of key research interest in the past few years. Although a large number of research studies have been carried out, the needs for high capacity, reliabilit
Externí odkaz:
http://urn.fi/urn:isbn:9789526216874
Autor:
Soret, B. (Beatriz), Nguyen, L. D. (Lam D.), Seeger, J. (Jan), Bröring, A. (Arne), Issaid, C. B. (Chaouki Ben), Samarakoon, S. (Sumudu), Gabli, A. E. (Anis El), Kulkarni, V. (Vivek), Bennis, M. (Mehdi), Popovski, P. (Petar)
An Intelligent IoT Environment (iIoTe) is comprised of heterogeneous devices that can collaboratively execute semiautonomous IoT applications, examples of which include highly automated manufacturing cells or autonomously interacting harvesting machi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2423::c89f593eabcd5691a82297581a84fe02
http://urn.fi/urn:nbn:fi-fe2022020417761
http://urn.fi/urn:nbn:fi-fe2022020417761
Autor:
Park, J. (Jihong), Samarakoon, S. (Sumudu), Elgabli, A. (Anis), Kim, J. (Joongheon), Bennis, M. (Mehdi), Kim, S.-L. (Seong-Lyun), Debbah, M. (Mérouane)
Machine learning (ML) is a promising enabler for the fifth-generation (5G) communication systems and beyond. By imbuing intelligence into the network edge, edge nodes can proactively carry out decision-making and, thereby, react to local environmenta
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2423::0e72fde1464ae5ee004ce136c986298c
http://urn.fi/urn:nbn:fi-fe2021082343805
http://urn.fi/urn:nbn:fi-fe2021082343805
Autor:
Issaid, C. B. (Chaouki Ben), Samarakoon, S. (Sumudu), Bennis, M. (Mehdi), Poor, H. V. (H. Vincent)
In this article, we study the problem of robust reconfigurable intelligent surface (RIS)-aided downlink communication over heterogeneous RIS types in the supervised learning setting. By modeling downlink communication over heterogeneous RIS designs a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2423::5edcd122719d82bf41712e28786a8638
http://urn.fi/urn:nbn:fi-fe202301031266
http://urn.fi/urn:nbn:fi-fe202301031266
This article deals with the problem of distributed machine learning, in which agents update their models based on their local datasets, and aggregate the updated models collaboratively and in a fully decentralized manner. In this paper, we tackle the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2423::75c4f469c4100f3634762cab9aaa042b
http://urn.fi/urn:nbn:fi-fe2021102151850
http://urn.fi/urn:nbn:fi-fe2021102151850
Autor:
Hsu, Y.-L. (Yung-Lin), Liu, C.-F. (Chen-Feng), Samarakoon, S. (Sumudu), Wei, H.-Y. (Hung-Yu), Bennis, M. (Mehdi)
This work studies a real-time environment monitoring scenario in the industrial Internet of things, where wireless sensors proactively collect environmental data and transmit it to the controller. We adopt the notion of risk-sensitivity in financial
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2423::0b0cc53baba11c031c4579572df9343f
http://urn.fi/urn:nbn:fi-fe2022022821135
http://urn.fi/urn:nbn:fi-fe2022022821135
In this work, we propose a novel joint client scheduling and resource block (RB) allocation policy to minimize the loss of accuracy in federated learning (FL) over wireless compared to a centralized training-based solution, under imperfect channel st
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2423::8069a0d07d6da1a2d9b0e22ec1023952
http://urn.fi/urn:nbn:fi-fe2020102687770
http://urn.fi/urn:nbn:fi-fe2020102687770
Autor:
Abdel-Aziz, M. K. (Mohamed K.), Liu, C.-F. (Chen-Feng), Samarakoon, S. (Sumudu), Bennis, M. (Mehdi), Saad, W. (Walid)
While the notion of age of information (AoI) has recently emerged as an important concept for analyzing ultra-reliable low-latency communications (URLLC), the majority of the existing works have focused on the average AoI measure. However, an average
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2423::0dd043ddcde8e7cb432d7c16f0470916
http://urn.fi/urn:nbn:fi-fe2019041712652
http://urn.fi/urn:nbn:fi-fe2019041712652
Autor:
Liu, C.-F. (Chen-Feng), Samarakoon, S. (Sumudu), Bennis, M. (Mehdi), Poor, H. V. (H. Vincent)
Software-defined networking (SDN) provides an agile and programmable way to optimize radio access networks via a control-data plane separation. Nevertheless, reaping the benefits of wireless SDN hinges on making optimal use of the limited wireless fr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2423::977210cf1600fbbbe8ee13c27faad66e
http://urn.fi/urn:nbn:fi-fe2019060518445
http://urn.fi/urn:nbn:fi-fe2019060518445