Traffic classification
A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification
... ML-based traffic classification The emergence of new applications, as well as the de- velopment of smart devices, has increased the complexity and diversity of online applications, which makes the ...
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Network Traffic Classification using Machine Learning for Software Defined Networks
... This new concept of intelligent and programmable network is an end-to-end network management solution. It is important to manage existing network resources efficiently. Even the number of users connected to the network ...
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Performance evaluation of feature selection and tree-based algorithms for traffic classification
... the classification time (testing time) using the default and tuned ...and classification time for the ensemble learning and especially for the boosting ...network traffic classification ...
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Can we trust the inter-packet time for traffic classification?
... in traffic classification [5]–[8], [10] argues that the inter-packet time is not an informative parameter to characterize and distinguish between ...
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Network Traffic Classification using Machine Learning for Software Defined Networks
... Network traffic classification Using the labeled dataset from the above clustering algorithm, five supervised learning models were trained and ...the classification models were further analyzed using ...
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Going Beyond DiffServ in IP Traffic Classification
... features are normalized, while the categorical ones are trans- formed into binary; at the end of these operations, we delete the features with zero variance because they have not infor- mation for the differentiation ...
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Traffic vibrations in houses
... Effects of Vibrations on People and Houses Building vibrations caused by road traffic are not a health and safety concern; they are more an annoyance. Vibrations may be unacceptable to occupants because of ...
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Classification
... La classification a pour objet de regrouper des donn´ees en classes poss´edant des caract´eristiques ...La classification peut ˆetre supervis´ee lorsque l’on dispose d’un ensemble d’apprentissage ...
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Data-Driven Modeling of Air Traffic Flows for Advanced Air Traffic Management
... Within the airport capacity planning framework, one potential research direction is ex- tending the capacity allocation model to account for differences in robustness goals between differe[r] ...
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Data-driven modeling of air traffic flows for advanced Air Traffic Management
... Within the airport capacity planning framework, one potential research direction is ex- tending the capacity allocation model to account for differences in robustness goals between differe[r] ...
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Calibration of dynamic traffic assignment models with point-to-point traffic surveillance
... The OD model uses updated historical OD flows, real-time measurements of actual link flows on the network, and estimates of assignment fractions (the mapping from OD.[r] ...
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Calibration of Dynamic Traffic Assignment Models with Point-to-Point Traffic Surveillance
... Mahanti focused on calibration of both demand and selected sup- ply parameters for the MITSIMLab microscopic simulator by formu- lating the overall optimization problem in a generalized least-squares (GLS) framework (6). ...
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Traffic vibrations in buildings
... Vibration amplitudes and the predominant frequencies are influenced significantly by the soil type and stratification. The lower the stiffness and damping of the soil, the higher the vibration. For impact loads, ground ...
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Identity documents classification as an image classification problem
... First, SIFT-based descriptions are evaluated on the FRA dataset, see Table 1. This com- prises BOW, VLAD, and Fisher Vector encodings with several visual vocabulary sizes, and from detected or dense SIFT local ...
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Traffic Grooming on the Path
... Keywords: Traffic grooming, graph, design theory, WDM 1 Introduction Traffic grooming is the generic term for packing low rate signals into higher speed streams (see the surveys [14, 24, ...using ...
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CERTIFICAT UPEC Novilux traffic compact
... accordance with certificate 311-021.1bis_01/19 of January 1 st 2019. In accordance with the conditions of delivery of this certificate, it is certified that classification 33 in conformity with EN ISO 10582 ...
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Comparing traffic engineering objective functions
... of traffic engineering objective functions are ...new traffic engineering algorithm is evaluated regarding one specific objective ...the traffic engineering ...
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Traffic analysis for GSM networks
... III. EXPERIMENTAL STUDY AND ANALYSIS OF RESULTS In this section we present the results obtained through the analysis of operational data to help us comprehend the behavior and assess the performance of the traffic ...
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Macroscopic traffic flow optimization on roundabouts
... Project-Team Opale Research Report n° 8291 — April 2013 — 28 pages Abstract: The aim of this paper is to propose an optimization strategy for traffic flow on roundabouts using a macroscopic approach. The ...
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On traffic domination in communication networks
... Consider a network with a connected separable graph G = (V, E) and a fixed traffic vector h. Suppose that graph G is composed of B blocks G b = (V b , E b ), b ∈ B, where B = {1, 2, ..., B}, and C is the set of ...
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