Search Results - "Amar, Djamel"
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On the Co-Selection of Vision Transformer Features and Images for Very High-Resolution Image Scene Classification
Published in Remote sensing (Basel, Switzerland) (01-11-2022)“…Recent developments in remote sensing technology have allowed us to observe the Earth with very high-resolution (VHR) images. VHR imagery scene classification…”
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Big Data analytics for prediction: parallel processing of the big learning base with the possibility of improving the final result of the prediction
Published in Information discovery and delivery (20-08-2018)“…Purpose This paper aims to solve the problems of big data analytics for prediction including volume, veracity and velocity by improving the prediction result…”
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Class-of-service-based multilayer architecture for traffic restoration in elastic optical networks
Published in Journal of optical communications and networking (01-07-2016)“…In this work, we propose and investigate a class-of-service-based multilayer architecture for traffic restoration in elastic optical networks. This…”
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Link Design and Legacy Amplifier Limitation in Flex-Grid Optical Networks
Published in IEEE photonics journal (01-04-2016)“…Flex-grid technology is an effective means to improve the spectral efficiency of optical communication. For a given amplifier spectral bandwidth, it gives rise…”
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An optical packet metro architecture for Fixed Mobile Convergence in the cloud era
Published in Photonic network communications (01-06-2019)“…The present paper addresses future network architectures considered for Fixed Mobile Convergence, where users can access resources transparently either through…”
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Fault tolerance model based on service delivery quality levels in cloud computing
Published in 2017 International Conference on Mathematics and Information Technology (ICMIT) (01-12-2017)“…The increasing popularity of Cloud computing as an attractive alternative to classic information processing systems has increased the importance of its correct…”
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Conference Proceeding -
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Spectrum fragmentation issue in flexible optical networks: analysis and good practices
Published in Photonic network communications (01-06-2015)“…Flexible grid optical networks allow an efficient utilization of spectrum resources using 12.5-GHz frequency slot multiples instead of a fixed spacing,…”
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Optical power control in GMPLS control plane
Published in Journal of optical communications and networking (01-08-2016)“…The exponential traffic growth in optical networks has triggered the evolution from fixed-grid to flex-grid technology. This evolution allows better spectral…”
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Traffic forecast impact on spectrum fragmentation in gridless optical networks
Published in 2014 The European Conference on Optical Communication (ECOC) (01-09-2014)“…Gridless Technology increases the spectral efficiency of optical fiber transmissions, introducing however spectrum fragmentation. In this work, we show that…”
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Conference Proceeding -
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Quality of Transmission Prediction with Machine Learning for Dynamic Operation of Optical WDM Networks
Published in 2017 European Conference on Optical Communication (ECOC) (01-09-2017)“…We propose a cognitive scalable method based on neural networks to address dynamic and agile provisioning of optical physical layer without prior knowledge of…”
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Conference Proceeding -
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Analysis of Residential Sub-THz Deployments from Accurate Radio Simulations and Planning Techniques
Published in 2022 16th European Conference on Antennas and Propagation (EuCAP) (27-03-2022)“…High-capacity bandwidth makes sub-THz spectrum a key element of beyond-5G or 6G networks. However wireless communications at frequencies such as in W-band,…”
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Conference Proceeding -
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On the Interest of WDM-Colored Optical Packets in Metro Aggregation Networks
Published in 2017 Asia Communications and Photonics Conference (ACP) (01-11-2017)“…We show that N-GREEN technology is a cost-effective alternative of Ethernet technology. We also demonstrate that WDM slot sharing permits to improve latency…”
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Conference Proceeding -
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Predicting Optical Power Excursions in Erbium Doped Fiber Amplifiers using Neural Networks
Published in 2018 Asia Communications and Photonics Conference (ACP) (01-10-2018)“…We report on a Machine Learning approach based on artificial Neural Networks to predict optical power excursion in Erbium Doped Fiber Amplifiers. Its…”
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Conference Proceeding -
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Introduction of 12 Cores Optical Amplifiers in Optical Transport Network: Performance Study and Economic Impact
Published in 2018 20th International Conference on Transparent Optical Networks (ICTON) (01-07-2018)“…We investigate the techno-economic impact of the introduction of 12-core Multicore Erbium-Ytterbium doped fiber amplifiers (MC-EYDFA) in optical transport…”
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Conference Proceeding -
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Towards a multi-representation ontology-based information systems mediation
Published in The 3rd ACS/IEEE International Conference onComputer Systems and Applications, 2005 (2005)“…Summary form only given. Recent research shows that ontologies are a prominent tool for the semantic interoperability of information sources. Unfortunately,…”
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Conference Proceeding -
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Link Engineering Strategies for SDM Amplification in Conventional Optical Transport Networks
Published in 2018 Photonics in Switching and Computing (PSC) (01-09-2018)“…We propose and evaluate the deployment of multi-core Erbium-Ytterbium-doped fiber amplifiers in conventional multi-fiber-based optical transport networks. We…”
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Conference Proceeding -
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Economic Impact of Multicore Erbium-Ytterbium doped Fiber Amplifier in Long-Haul Optical Transport Networks
Published in 2018 Photonics in Switching and Computing (PSC) (01-09-2018)“…We investigate for the first time the technoeconomic impact of 12-core Erbium-Ytterbium doped fiber amplifiers used in optical transport networks. We evaluate…”
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Conference Proceeding -
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WDM slot sharing of colored optical packets for latency improvement and Class of Service differentiation
Published in 2017 19th International Conference on Transparent Optical Networks (ICTON) (01-07-2017)“…The optical packet switching technology has been identified as a key technology to offer data rate and modulation format transparency, fine switching…”
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Conference Proceeding -
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Power Excursion Reduction in Flex-Grid Optical Networks with Symbol Rate Adaptation
Published in 2017 Asia Communications and Photonics Conference (ACP) (01-11-2017)“…In this work, we propose a new use case of symbol rate adaptation in Flex-Grid optical networks. We demonstrate that symbol rate optimization of variable rate…”
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Conference Proceeding