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Dimitrovski, T. (author), Bergman, T. (author), Zuraniewski, P. (author)The use of Machine Learning in many control and management processes is rising fast. This is especially true for the management of cloud native applications and for anomaly detection in cyber-security mechanisms. However, it has been shown that ML is an attack surface on its own, especially when the attack is performed by another ML system....conference paper 2023
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Dimitrovski, T. (author), Chiscop, I. (author), Pileggi, P. (author), Panneman, J. (author)Anticipating a highly customized and flexible virtual service portfolio of 6G networks, unprecedented complexity will challenge network manageability if left to human operators. Automation and autonomy are key enablers of next generation cloud networks. With this in mind, we present a demonstrator of ML-assisted user plane resource management...conference paper 2022
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- Arora, A. (author), Dimitrovski, T. (author), Litjens, R. (author), Zhang, H. (author) conference paper 2021
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Wetzels, F. (author), van den Berg, J.L. (author), Bosman, J.W. (author), van der Mei, R. (author)In service function chaining, data flows from a particular application or user travel along a pre-defined sequence of network functions. Appropriate service function chaining resource allocation is required to comply with the service level required by the application. In this paper, we introduce a dynamic priority assignment for flows that...conference paper 2019
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Jorguseski, L. (author), Zhang, H. (author), Dijkstra-Soudarissanane, S. (author), Golinski, M. (author)This study investigates the feasibility of using Long Term Evolution (LTE) cellular networks for the real-time smart grid state estimation. The smart grid state estimation requires measurement reports from different nodes installed in the smart grid. Therefore, the uplink LTE radio delay performance is selected as key performance indicator for...article 2019
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Post, B. (author), Borst, S. (author), van den Berg, J.L. (author)Network densification has emerged as a powerful paradigm to boost spectral efficiency and accommodate the continual rise in demand for wireless capacity. In dense cell deployments however, overlapping coverage areas may cause highly varying interference conditions among different cells. Moreover, denser networks experience more temporal load...conference paper 2019
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Gholibeigi, M. (author), Sarrionandia, N. (author), Karimzadeh, M. (author), Baratchi, M. (author), van den Berg, J.L. (author), Heijenk, G. (author)With the ever-increasing call for connected vehicles and intelligent transportation applications, vehicular networking have been of significant focus recently. Demands for highly reliable communication challenge the current underlying technology and transformations in vehicular communication are discussed. The uMTC service of the next generation...conference paper 2018
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Rodríguez-Espíndola, O. (author), Albores, P. (author), Brewster, C. (author)Disasters represent a significant challenge for countries globally. Balancing human and material resources during these situations is not a trivial issue, and that is further complicated by the participation of several actors at multiple periods. However, there is an absence of articles considering the importance of deploying only the required...article 2018
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Jorguseski, L. (author), Zhang, H. (author), Chrysalos, M. (author), Golinski, M. (author), Toh, Y. (author)This study investigates the feasibility of using Long Term Evolution (LTE), for the real-time state estimation of the smart grids. This enables monitoring and control of future smart grids. The smart grid state estimation requires measurement reports from different nodes in the smart grid and therefore the uplink LTE radio delay performance is...conference paper 2017
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- Rodriguez-Espindola, O. (author), Albores, P. (author), Brewster, C. (author) article 2017
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van Manthena, M.P.V. (author), Adrichem, N.L.M. (author), van den Broek, C. (author), Kuipers, F. (author)Network-as-a-Service (NaaS) is a cloud-based service model that offers on-demand network connectivity and the provisioning and management of network services. However, the actual orchestration of dynamically allocating underlying resources to customer requirements is not trivial. In this paper, we propose an SDN-based approach to support the...conference paper 2015
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Behrouzian, A.R.B. (author), Goswami, D. (author), Basten, T. (author), Geilen, M. (author), Ara, H.A. (author)This work proposes a Multi-Constraint Resource Allocation (MuCoRA) method for applications from multiple domains onto multi-processors. In particular, we address a mapping problem for multiple throughput-constrained streaming applications and multiple latency-constrained feedback control applications onto a multi-processor platform running under...conference paper 2015
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Zuraniewski, P.W. (author), Mandjes, M. (author), van den Berg, J.L. (author), Malhotra, R. (author)In this paper we consider a multiple-priority buffered link, with a focus on resource allocation issues; our study was motivated by such issues in Carrier Ethernet, but the applicability of the results is by no means limited to this technology. In our model, the resource is shared by two priority classes. As the high-priority queue - intended...bookPart 2013
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Anchora, L. (author), Badia, L. (author), Zhang, H. (author), Fahldieck, T. (author), Zhang, J. (author), Szydełko, M. (author), Schubert, M. (author), Karipidis, E. (author), Haardt, M. (author)In this paper, we focus on next-generation cellular networks and discuss physical resources sharing among the operators. This implies cooperative usage of the available radio frequencies and also infrastructure sharing. In particular, we analyze the spectrum sharing gain achievable at different time scales and the main factors impacting on it....conference paper 2012
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de Groot, T.H. (author), Tigrek, R.F. (author), Krasnov, O.A. (author), Huizing, A.G. (author), Yarovoy, A. (author)This paper investigates the challenges for Resource Allocation (RA) that can allow reconfigurable systems to adapt the limited resources in a multi-sensor network during operational phase to changing missions, users and/or environments. Nodes can have multiple different radar frontends, but also electro-optic and acoustic front-ends. Using a...conference paper 2011
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van Foeken, E. (author), Kwakkernaat, M.R.J.A.E. (author)The increasing demand for shared awareness in multi-platform sensor systems requires advanced wireless information sharing techniques. The analysis of these techniques requires information about communication resources and latency to be available in models. The work presented here introduces generic low complexity models that describe the...conference paper 2011
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Verloop, I.M. (author), Núñez-Queija, R. (author), TNO Informatie- en Communicatietechnologie (author)Resource allocation in bandwidth-sharing networks is inherently complex: the distributed nature of resource allocation management prohibits global coordination for efficiency, i.e., aiming at full resource usage at all times. In addition, it is well recognized that resource efficiency may conflict with other critical performance measures, such...article 2009
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Brandes, F. (author), TNO Industrie en Techniek (author)Since the early 1990s, 'Technology Foresight' exercises with special emphasis on the use of Delphi surveys have played an important role in science and technology (S + T) policy across Europe in an effort to focus resource allocation. Yet, none of the estimates made in the European Delphi surveys have been formally assessed in retrospect, while...article 2009
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Hong, M. (author), Welland, W. (author), Bouquet, F. (author), Lee, S.Y. (author), TNO Defensie en Veiligheid (author)Pyro starters can play a role as turbopump starter in liquid propellant propulsion systems by supplying pressurized gas to power turbines for engine start up. For such a purpose, the pyro starters supply a flow of combustion gases with a relatively low flame temperature to the turbines. A feasibility study on the design of a pyro starter for a...conference paper 2009
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Slob, A. (author), Rijnveld, M. (author)The EU Project AquaTerra generates knowledge about the river-soil-sediment-groundwater system and delivers scientific information of value for river basin management. In this article, the use and ignorance of scientific knowledge in decision making is explored by a theoretical review. We elaborate on the 'two-communities theory', which explains...article 2007
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