Essays about: "Internet Traffic Management"

Showing result 21 - 25 of 53 essays containing the words Internet Traffic Management.

1. 21. Indirect Tire Monitoring System - Machine Learning Approach

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Oskar Svensson; Simon Thelin; [2017]
   Keywords : Machine Learning; Tire Monitoring; Fleet Management; Cloud; Internet of Things; Artificial Intelligence;

   Abstract : The heavy duty vehicle industry has today no requirement to providea tire pressure monitoring system by law. This has created issues sur-rounding unknown tire pressure and thread depth during active service. READ MORE

3. 22. Classification of Video Traffic : An Evaluation of Video Traffic Classification using Random Forests and Gradient Boosted Trees

   University essay from Karlstads universitet/Fakulteten för hälsa, natur- och teknikvetenskap (from 2013)

   Author : Ricky Andersson; [2017]
   Keywords : Machine Learning; Video Traffic Classification; Random Forest; Gradient Boosted Trees; Gradient Boosted Machine;

   Abstract : Traffic classification is important for Internet providers and other organizations to solve some critical network management problems.The most common methods for traffic classification is Deep Packet Inspection (DPI) and port based classification. READ MORE

4. 23. Monitoring Network Congestion in Wi-Fi, based on QoE in HTTP Video Steaming Services

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Muhammad Umar Nasir; [2016]
   Keywords : QoE; Video Streaming; QoE-QoS Relationship; Packet Loss Pattern; RTT; Active Measurements; TWAMP; Machine Learning Approach.; Technology and Engineering;

   Abstract : Improvements in Internet technology, development of multimedia applications, protocols and improvement in user devices have led to the popularity of multimedia applications, among which video streaming applications are most popular. Streaming video services are sensitive to network conditions, thus making Quality of Experience (QoE) of end users sensitive to network conditions. READ MORE

5. 24. Monitoring of Video Streaming Quality from Encrypted Network Traffic : The Case of YouTube Streaming

   University essay from Blekinge Tekniska Högskola/Institutionen för kommunikationssystem

   Author : Abiy Biru Chebudie; [2016]
   Keywords : Quality of Experience; Machine Learning; Encrypted video traffic classification; Video Streaming Quality;

   Abstract : The video streaming applications contribute to a major share of the Internet traffic. Consequently, monitoring and management of video streaming quality has gained a significant importance in the recent years. The disturbances in the video, such as, amount of buffering and bitrate adaptations affect user Quality of Experience (QoE). READ MORE

6. 25. Accurate Traffic Generation in the CheesePi Network

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

   Author : Sagar Sharma; [2016]
   Keywords : Network characterization; Traffic generation; Throughput estimation; Nätverkskarakterisering; Trafikgenerering; Genomströmningsuppskattning;

   Abstract : Generating traffic to characterize large capacity network links with high accuracy in transport backbones is important for Internet service providers. Using a network application (Iperf) to measure throughput (and indirectly congestion) on links within a network can be used to perform traffic engineering. READ MORE