Essays about: "data mining in network traffic"

Showing result 1 - 5 of 7 essays containing the words data mining in network traffic.

1. 1. Prediction and Analysis of 5G beyond Radio Access Network

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Gaurav Singh; Shreyansh Singh; [2023]
   Keywords : - LSTM; RNN; AE-LSTM; Deep Learning; Machine Learning; network traffic flow; forecasting; quality-of-service.;

   Abstract : Network traffic forecasting estimates future network traffic based on historical traffic observations. It has a wide range of applications, and substantial attention has been dedicated to this research area. READ MORE

3. 2. Participatory cycling planning: challenges and strategies : The cases of Stockholm and Madrid

   University essay from KTH/Urbana och regionala studier

   Author : Javier Burrieza Galán; [2018]
   Keywords : cycling planning; public participation; stakeholder analysis; social network analysis; cycling advocacy; agonist planning; cykelplanering; medborgardeltagande; intressentanalys; social nätverksanalys; cykelorganisationer; agonistisk planering; planificación ciclista; participación pública; análisis de agentes; análisis de redes sociales; colectivos ciclistas; planeamiento agonista;

   Abstract : Cities develop cycling plans as a tool to promote urban sustainable mobility. These plans are usually open to the participation of current cyclists. In some cases, an intense debate among them arises. READ MORE

4. 3. Spatio-temporal Traffic Flow Prediction

   University essay from KTH/Geoinformatik

   Author : Mesele Atsbeha Gebresilassie; [2017]
   Keywords : ITS; principal component analysis; spatio-temporal traffic flow; spatially weighted regression; traffic flow prediction; support vector machine for regression;

   Abstract : The advancement in computational intelligence and computational power and the explosionof traffic data continues to drive the development and use of Intelligent TransportSystem and smart mobility applications. As one of the fundamental components of IntelligentTransport Systems, traffic flow prediction research has been advancing from theclassical statistical and time-series based techniques to data–driven methods mainly employingdata mining and machine learning algorithms. READ MORE

5. 4. Identifying User Actions from Network Traffic

   University essay from Linköpings universitet/Databas och informationsteknik; Linköpings universitet/Tekniska fakulteten

   Author : Georgios Rizothanasis; [2015]
   Keywords : proxy logs; network traffic;

   Abstract : Identification of a user’s actions while browsing the Internet is mostly achieved by instrumentation of the user’s browser or by obtaining server logs. In both cases this requires installation of software on multiple clients and/or servers in order to obtain sufficient data. READ MORE

6. 5. Analyzing YouTube Content Demand Patternsand Cacheabilityin a Swedish Municipal Network

   University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

   Author : Hantao Wang; [2013]
   Keywords : UGC; QoE; YouTube; cacheability; network gain; data mining; massive data analysis; experiment framework; video category; video duration;

   Abstract : User Generated Content (UGC) has boosted a high popularity since the birth of a wide range of web services allowing the distribution of such user-produced media content, whose patterns vary from textual information, photo galleries to videos on site. The boom of Internet of Things and the newly released HTML5 accelerate the development of multimedia patterns as well as the technology of distributing it. READ MORE