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TMA
2010
Springer
137views Management» more  TMA 2010»
9 years 3 months ago
K-Dimensional Trees for Continuous Traffic Classification
Abstract. The network measurement community has proposed multiple machine learning (ML) methods for traffic classification during the last years. Although several research works ha...
Valentín Carela-Español, Pere Barlet...
TMA
2010
Springer
150views Management» more  TMA 2010»
9 years 3 months ago
Validation and Improvement of the Lossy Difference Aggregator to Measure Packet Delays
One-way packet delay is an important network performance metric. Recently, a new data structure called Lossy Difference Aggregator (LDA) has been proposed to estimate this metric m...
Josep Sanjuàs-Cuxart, Pere Barlet-Ros, Jose...
TMA
2010
Springer
148views Management» more  TMA 2010»
9 years 3 months ago
TCP Traffic Classification Using Markov Models
This paper presents a novel traffic classification approach which classifies TCP connections with help of observable Markov models. As traffic properties, payload length, direction...
Gerhard Münz, Hui Dai, Lothar Braun, Georg Ca...
TMA
2010
Springer
140views Management» more  TMA 2010»
9 years 3 months ago
Uncovering Relations between Traffic Classifiers and Anomaly Detectors via Graph Theory
Abstract. Network traffic classification and anomaly detection have received much attention in the last few years. However, due to the the lack of common ground truth, proposed met...
Romain Fontugne, Pierre Borgnat, Patrice Abry, Ken...
TMA
2010
Springer
183views Management» more  TMA 2010»
9 years 3 months ago
Kiss to Abacus: A Comparison of P2P-TV Traffic Classifiers
In the last few years the research community has proposed several techniques for network traffic classification. While the performance of these methods is promising especially for ...
Alessandro Finamore, Michela Meo, Dario Rossi, Sil...
TMA
2010
Springer
120views Management» more  TMA 2010»
9 years 3 months ago
DeSRTO: An Effective Algorithm for SRTO Detection in TCP Connections
Spurious Retransmission Timeouts in TCP connections have been extensively studied in the scientific literature, particularly for their relevance in cellular mobile networks. At the...
Antonio Barbuzzi, Gennaro Boggia, Luigi Alfredo Gr...
TMA
2010
Springer
150views Management» more  TMA 2010»
9 years 3 months ago
A Database of Anomalous Traffic for Assessing Profile Based IDS
This paper aims at proposing a methodology for evaluating current IDS capabilities of detecting attacks targeting the networks and their services. This methodology tries to be as r...
Philippe Owezarski
TMA
2010
Springer
487views Management» more  TMA 2010»
10 years 15 days ago
End-to-End Available Bandwidth Estimation Tools, An Experimental Comparison
Abstract. The available bandwidth of a network path impacts the performance of many applications, such as VoIP calls, video streaming and P2P content distribution systems. Several ...
Emanuele Goldoni, Marco Schivi
TMA
2010
Springer
206views Management» more  TMA 2010»
10 years 15 days ago
Collection and Exploration of Large Data Monitoring Sets Using Bitmap Databases
Collecting and exploring monitoring data is becoming increasingly challenging as networks become larger and faster. Solutions based on both SQL-databases and specialized binary for...
Luca Deri, Valeria Lorenzetti, Steve Mortimer
TMA
2010
Springer
166views Management» more  TMA 2010»
10 years 15 days ago
Understanding and Preparing for DNS Evolution
The Domain Name System (DNS) is a crucial component of today’s Internet. The top layer of the DNS hierarchy (the root nameservers) is facing dramatic changes: cryptographically s...
Sebastian Castro, Min Zhang, Wolfgang John, Duane ...
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