Skype Traffic Identification Based on Trends-Aware Protocol Fingerprints

2014 ◽  
Vol 543-547 ◽  
pp. 2249-2254 ◽  
Author(s):  
Wei Wang ◽  
Dong Nian Cheng
Keyword(s):  
Real Time ◽  
Rapid Identification ◽  
Traffic Identification ◽  
Security Control ◽  
Network Quality ◽  
Encrypted Traffic ◽  
P2p Technology ◽  
Signaling Interactions ◽  
Better Than

The P2P technology consumes the largest proportion of network traffic and is usually encrypted, which is lack of supervision. Accurate and rapid identification of encrypted P2P traffic, represented by the famous Skype, is of great significance to improve the network quality of service and enhance security control. In this paper, a trends-aware protocol fingerprints model is proposed based on the statistical signatures of signaling interactions and content transfer phase of Skype. The proposed method can sense traffic trends by trends-aware weighting functions and identify Skype traffic with anomaly scores in real-time. Experimental results show that the precision and real-time performances of the proposed algorithm is better than several state-of-art encrypted traffic identification methods, such as the protocol fingerprints and C4.5 algorithm.

scholarly journals The Range Values for the Design Parameters of Nanoengineered Concrete Components. Characteristics, Properties, Amounts and Effects on the Concrete Behaviour

2013 ◽  
Vol 8-9 ◽  
pp. 277-284
Author(s):  
Olar Radu ◽  
Traian Onet
Keyword(s):  
Compressive Strength ◽  
Structural Material ◽  
Real Time ◽  
New Products ◽  
Structural Behavior ◽  
Design Parameters ◽  
Quality Requirements ◽  
Research Goal ◽  
Better Than

The nanometric scale researches results can be found, in present, in every industry domains, due to the effects of the new products, obtained on the basis of this researches. In the concrete industry, the research goal at this level is to obtain, finally, a material with new features, whose structural behavior to be considerably better than of the current one. Basically, it aims to achieve, using nanotechnologies, a new structural material for constructions, starting from the current concrete advantages (good compressive strength, durability, etc.), eliminating the disadvantages (low tensile resistance, cracks, etc.), and controlling, in the same time, the costs. Thus, in this paper are presented the required parameters in order to obtain this kind of material, by highlighting the nanocomponents characteristics and the quantities that are used to achieve the expected quality requirements. The real time influence of these nanocomponents on the quality of the studied material can be observed using a dedicated software, specially developed for this purpose.

scholarly journals EVALUATION OF QOS PARAMETERS FOR IPTV UNINTERRUPTED OPERATION

T-Comm ◽  
2020 ◽  
Vol 14 (10) ◽  
pp. 33-38
Author(s):  
Alexander S. Antonenko ◽  
◽  
Andrey N. Zemtsov ◽  
Keyword(s):  
Quality Of Service ◽  
Real Time ◽  
Streaming Data ◽  
Practical Applications ◽  
Network Bandwidth ◽  
Qos Parameters ◽  
Network Quality ◽  
High Level ◽  
Quality Of Service Parameters

This article describes the IPTV system, as well as its implementation methods and related protocols. The concept of IPTV includes both real-time television and recording television, the so-called VoD. In real time, streaming data is sent using only the RTP protocol and in addition to it, the RTSP protocol is used for streaming VoD. In addition, methods for measuring QoS parameters are analyzed, considering practical applications for estimating IPTV traffic parameters. An important feature of providing quality IPTV services is a high level of quality of service. Also, in theory, an Internet connection model with insufficient network bandwidth is considered. The following characteristics are taken into account: bandwidth, one-way delay, inter-packet jitter, the number of lost packets, the number of duplicated packets, packets with errors, and damaged packets. A reordering issue is mentioned. In addition, two important QoS parameters for VoD are measured: START delay and PAUSE / RESUME delays. Service messaging is considered while providing IPTV service. The maximum, average, and minimum values for the network quality of service parameters are found.

Deep learning-based real-time VPN encrypted traffic identification methods

2019 ◽  
Vol 17 (1) ◽  
pp. 103-114 ◽  
Author(s):  
Lulu Guo ◽  
Qianqiong Wu ◽  
Shengli Liu ◽  
Ming Duan ◽  
Huijie Li ◽  
...  
Keyword(s):  
Deep Learning ◽  
Real Time ◽  
Identification Methods ◽  
Traffic Identification ◽  
Encrypted Traffic

PARALLEL REAL-TIME COMPUTATION OF NONLINEAR FEEDBACK FUNCTIONS

2003 ◽  
Vol 13 (01) ◽  
pp. 65-75 ◽  
Author(s):  
SELIM G. AKL
Keyword(s):  
Real Time ◽  
Parallel Computer ◽  
Nonlinear Feedback ◽  
Feedback Function ◽  
Parallel Solution ◽  
Computational Problem ◽  
Superlinear Speedup ◽  
Better Than ◽  
Surprising Observation

This paper focuses on the improvement in the quality of computation provided by parallelism. The problem of interest is that of computing the maximum of a nonlinear feedback function in a real-time environment. We show that the solution obtained in parallel is significantly, provably, and consistently better than a sequential one. It is important to note that our purpose is not to demonstrate merely that a parallel computer can obtain a solution to a computational problem that is of higher quality than one derived sequentially. The latter is an interesting (and often surprising) observation in its own right, but we wish to go further. It is shown here that the improvement in quality due to parallelism can be arbitrarily high. To be specific, the ratio of the parallel solution to the sequential one is typically superlinear in the number of processors used by the parallel computer. This result is akin to superlinear speedup—a phenomenon itself originally thought to be impossible.

Real-Time Transmission of Full-Motion Echocardiography over a High-Speed Data Network: Impact of Data Rate and Network Quality of Service

2000 ◽  
Vol 13 (8) ◽  
pp. 764-770 ◽  
Author(s):  
Michael L. Main ◽  
David Foltz ◽  
Michael S. Firstenberg ◽  
Eric Bobinsky ◽  
Debra Bailey ◽  
...  
Keyword(s):  
Quality Of Service ◽  
Real Time ◽  
High Speed ◽  
Data Rate ◽  
Data Network ◽  
High Speed Data ◽  
Real Time Transmission ◽  
Network Quality

scholarly journals A Boltzmann Machine Optimizing Dynamic Routing for FANETs

2021 ◽  
Author(s):  
Xing WEI ◽  
WenTao HUANG ◽  
Hua YANG
Keyword(s):  
Dynamic Routing ◽  
Boltzmann Machine ◽  
Average Delay ◽  
Routing Optimization ◽  
Control Overhead ◽  
Link Stability ◽  
Network Quality ◽  
And Control ◽  
Better Than

Abstract Routing optimization for FANETs is a kind of NP-hard in the field of combinatorial optimization that describes simple and difficult to handle. The quality of routing has a direct impact on the network quality of FANETs, and the design of routing protocols becomes a very challenging topic in FANETs. In this paper, we study the characteristics of dynamic routing, combine the characteristics of FANETs themselves, use the energy of nodes, bandwidth, link stability, etc. as the metric of routing, and use Boltzmann machine for routing search to form an optimized dynamic routing protocol. The NS3 simulation simulator is used to compare and study with traditional MANET dynamic routing AODV and DSR, and the simulation results show that the routes obtained by using Boltzmann machine search are better than AODV and DSR in many aspects such as end-to-end average delay, average route survival time and control overhead.

scholarly journals Qualitative strain elastography – strain ratio evaluation - an important tool in breast cancer diagnostic

2016 ◽  
Vol 18 (2) ◽  
pp. 195 ◽  
Author(s):  
Dana Stoian ◽  
Bogdan Timar ◽  
Marius Craina ◽  
Elena Bernad ◽  
Izabela Petre ◽  
...  
Keyword(s):  
Real Time ◽  
Strain Ratio ◽  
Final Diagnosis ◽  
Diagnostic Reliability ◽  
Qualitative And Quantitative ◽  
Biopsy Specimens ◽  
Malignant Breast ◽  
Doppler Evaluation ◽  
Better Than

Aims: To assess the quality of real time elastography as a differential diagnosis tool for breast nodules and to compare it with standard ultrasonography. Material and methods: In this prospective study we enrolled 174 patients in which 174 dominant breast nodules were considered for the final diagnosis. The results of ultrasonography and real time elastography, both qualitative and quantitative, were compared with pathology findings from the biopsy specimens. Results: Pathology examinations determined 102 nodules were benign and 72 malignant. Qualitative elastography had a better diagnostic performance (82.4% sensitivity and 81.9% specificity) than ultrasonography plus Doppler evaluation (70.3% sensitivity and 73.5% specificity). Quantitative elastography, assessed using the fat-to-lesion ratio, was a good discriminant for malignancy (AUROC = 0.93, p < 0.001). Our results pointed to an optimal threshold for malignancy of > 4.88; by using this threshold, the diagnostic reliability of the fat-to-lesion ratio was better than both ultrasonography and qualitative elastography (86.5% sensitivity and 90.4% specificity). Conclusion: Real time elastography is superior to ultrasonography in diagnosing malignant breast nodules. The evaluation of nodules using a fat-to-lesion ratio was a better discriminant for malignancy than qualitative elastography. 

Kepuasan Masyarakat Terhadap Pelayanan Kelurahan Setelah Pemekaran Di Tangerang Selatan

Liquidity ◽  
2018 ◽  
Vol 2 (2) ◽  
pp. 151-159
Author(s):  
Pitri Yandri
Keyword(s):  
Public Perception ◽  
Service Personnel ◽  
Urban Services ◽  
Hospitality Workers ◽  
Care Workers ◽  
Before And After ◽  
Cartesian Diagram ◽  
Better Than

The purpose of this study is (1) to analyze public perception on urban services before and after the expansion of the region, (2) analyze the level of people's satisfaction with urban services, and (3) analyze the determinants of the variables that determine what level of people's satisfaction urban services. This study concluded that first, after the expansion, the quality of urban services in South Tangerang City is better than before. Secondly, however, public satisfaction with the services only reached 48.53% (poor scale). Third, by using a Cartesian Diagram, the second priority that must be addressed are: (1) clarity of service personnel, (2) the discipline of service personnel, (3) responsibility for care workers; (4) the speed of service, (5) the ability of officers services, (6) obtain justice services, and (7) the courtesy and hospitality workers.

Development and Application of Quality Control System for Highway Subgrade Construction

2019 ◽  
Vol 2 (5) ◽  
Author(s):  
Tong Wang
Keyword(s):  
Quality Control ◽  
Real Time ◽  
Detection Method ◽  
System Development ◽  
Effective Control ◽  
Construction Process ◽  
Development Mode ◽  
The Road ◽  
Whole Process

The compaction quality of the subgrade is directly related to the service life of the road. Effective control of the subgrade construction process is the key to ensuring the compaction quality of the subgrade. Therefore, real-time, comprehensive, rapid and accurate prediction of construction compaction quality through informatization detection method is an important guarantee for speeding up construction progress and ensuring subgrade compaction quality. Based on the function of the system, this paper puts forward the principle of system development and the development mode used in system development, and displays the development system in real-time to achieve the whole process control of subgrade construction quality.

Sign in / Sign up

Export Citation Format

Share Document